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        <description>I&#039;m interviewing SaaS founders, solopreneurs, developers and marketers who are working with, or for SaaS companies. We&#039;re exploring what makes a SaaS tick, business models, pitfalls, hard lessons and huge victories in an unscripted interview format.</description>
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                <itunes:subtitle>I&#039;m interviewing SaaS founders, solopreneurs, developers and marketers who are working with, or for SaaS companies. We&#039;re exploring what makes a SaaS tick, business models, pitfalls, hard lessons and huge victories in an unscripted interview format.</itunes:subtitle>
        <itunes:author>Jeremy Rivera</itunes:author>
        <itunes:type>episodic</itunes:type>
        <itunes:summary>I&#039;m interviewing SaaS founders, solopreneurs, developers and marketers who are working with, or for SaaS companies. We&#039;re exploring what makes a SaaS tick, business models, pitfalls, hard lessons and huge victories in an unscripted interview format.</itunes:summary>
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            <itunes:name>Jeremy Rivera</itunes:name>
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                <title>
                    <![CDATA[Building a Privacy-First Client Reporting SaaS with Malith Gamage of Zapdigits]]>
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                <pubDate>Fri, 08 May 2026 19:07:14 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
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                    https://permalink.castos.com/podcast/63406/episode/2457880</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/building-a-privacy-first-client-reporting-saas-with-malith-gamage-of-zapdigits</link>
                                <description>
                                            <![CDATA[<h2><b>About Malith Gamage</b></h2>
<p><a href="https://nl.linkedin.com/in/malithmcr">Malith Gamage</a> is the co-founder of <a href="https://zapdigits.com/">Zapdigits</a>, a <a href="https://zapdigits.com/blog/building-a-privacy-first-client-reporting-saas">privacy-first client reporting and marketing dashboard</a> platform built for agencies. Originally from Sri Lanka and based in the Netherlands, Malith brings 15+ years of SaaS product development experience, including time at Brevo (a European unicorn) and an InsureTech company. He bootstrapped Zapdigits with his fiancée — a UX/UI designer — after identifying a gap in affordable, white-labeled reporting tools for small and mid-size marketing agencies.</p>
<h2><b>What We Cover</b></h2>
<ul>
<li style="font-weight:400;">How a personal pain point — sharing data with a non-technical co-founder — led to the founding of Zapdigits</li>
<li style="font-weight:400;">Why white labeling on every plan (not just premium tiers) is Zapdigits' core differentiator against Agency Analytics and Looker Studio</li>
<li style="font-weight:400;">The current state of AI SEO reporting: what's trackable, what's not, and why the same query returns five different answers from the same LLM</li>
<li style="font-weight:400;">How European GDPR concerns shape product decisions around AI features and data handling — and why self-hosted LLMs are part of the solution</li>
<li style="font-weight:400;">The four-tier value pitch framework Jeremy uses to help SaaS founders move beyond 'we save you time' to identity-level positioning</li>
<li style="font-weight:400;">Bootstrap vs. investor funding: when to take the money, and what happens to product direction when you do</li>
</ul>
<h2><b>Episode Highlights</b></h2>
<p>Malith originally built <a href="https://zapdigits.com/">Zapdigits</a> as an internal tool to solve a specific frustration: his non-technical co-founder kept asking for Stripe revenue and campaign data, and Malith didn't want to hand over full platform access. That internal dashboard became the seed of a full product — one that now serves over 90% SEO-focused marketing agencies, with Search Console, Google Analytics, and Google Business Profile as the three most-requested data connectors.</p>
<p><i>"White labeling — normally, competitors put it on the highest plan. We are focused on offering it on any of our plans."</i></p>
<p>On the AI SEO reporting front, Malith is candid about how messy the space is right now. Zapdigits currently aggregates brand visibility data across multiple LLMs — ChatGPT, Gemini, and others — to produce averaged visibility scores for agency clients. But as he explains, <i>"domain authority doesn't seem to matter — sometimes it's a very new blog they pull from."</i> He even found his own zero-DA Zapdigits AI domain being surfaced in responses after he'd never promoted it. The full breakdown of how they're approaching this is in their <a href="https://zapdigits.com/blog/how-agencies-can-monitor-client-visibility-in-chatgpt-at-scale">blog post on monitoring ChatGPT visibility at scale</a>.</p>
<p>One of the most practical discussions in the episode centers on why shipping a bad AI feature is worse than shipping no AI feature. Malith's approach: before any feature goes live, he recruits the user who requested it for beta testing. That feedback loop — built from lifetime deal buyers and direct email conversations — has shaped the <a href="https://www.zapdigits.com/roadmap">Zapdigits public roadmap</a>, which users can vote on directly.</p>
<p><i>"Your AI is only as smart as your schema. As long as you give the correct data and the correct description, you will get good answers back."</i></p>
<p>Jeremy and Malith close with a rich conversation about when (or whether) to take venture capital. Malith observes that most of his direct competitors — including Agency Analytics — are bootstrapped. Jeremy shares a first-hand account of how Tap Clicks' investor-driven priorities reshaped...</p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[About Malith Gamage
Malith Gamage is the co-founder of Zapdigits, a privacy-first client reporting and marketing dashboard platform built for agencies. Originally from Sri Lanka and based in the Netherlands, Malith brings 15+ years of SaaS product development experience, including time at Brevo (a European unicorn) and an InsureTech company. He bootstrapped Zapdigits with his fiancée — a UX/UI designer — after identifying a gap in affordable, white-labeled reporting tools for small and mid-size marketing agencies.
What We Cover

How a personal pain point — sharing data with a non-technical co-founder — led to the founding of Zapdigits
Why white labeling on every plan (not just premium tiers) is Zapdigits' core differentiator against Agency Analytics and Looker Studio
The current state of AI SEO reporting: what's trackable, what's not, and why the same query returns five different answers from the same LLM
How European GDPR concerns shape product decisions around AI features and data handling — and why self-hosted LLMs are part of the solution
The four-tier value pitch framework Jeremy uses to help SaaS founders move beyond 'we save you time' to identity-level positioning
Bootstrap vs. investor funding: when to take the money, and what happens to product direction when you do

Episode Highlights
Malith originally built Zapdigits as an internal tool to solve a specific frustration: his non-technical co-founder kept asking for Stripe revenue and campaign data, and Malith didn't want to hand over full platform access. That internal dashboard became the seed of a full product — one that now serves over 90% SEO-focused marketing agencies, with Search Console, Google Analytics, and Google Business Profile as the three most-requested data connectors.
"White labeling — normally, competitors put it on the highest plan. We are focused on offering it on any of our plans."
On the AI SEO reporting front, Malith is candid about how messy the space is right now. Zapdigits currently aggregates brand visibility data across multiple LLMs — ChatGPT, Gemini, and others — to produce averaged visibility scores for agency clients. But as he explains, "domain authority doesn't seem to matter — sometimes it's a very new blog they pull from." He even found his own zero-DA Zapdigits AI domain being surfaced in responses after he'd never promoted it. The full breakdown of how they're approaching this is in their blog post on monitoring ChatGPT visibility at scale.
One of the most practical discussions in the episode centers on why shipping a bad AI feature is worse than shipping no AI feature. Malith's approach: before any feature goes live, he recruits the user who requested it for beta testing. That feedback loop — built from lifetime deal buyers and direct email conversations — has shaped the Zapdigits public roadmap, which users can vote on directly.
"Your AI is only as smart as your schema. As long as you give the correct data and the correct description, you will get good answers back."
Jeremy and Malith close with a rich conversation about when (or whether) to take venture capital. Malith observes that most of his direct competitors — including Agency Analytics — are bootstrapped. Jeremy shares a first-hand account of how Tap Clicks' investor-driven priorities reshaped...]]>
                </itunes:subtitle>
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                                <itunes:title>
                    <![CDATA[Building a Privacy-First Client Reporting SaaS with Malith Gamage of Zapdigits]]>
                </itunes:title>
                                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<h2><b>About Malith Gamage</b></h2>
<p><a href="https://nl.linkedin.com/in/malithmcr">Malith Gamage</a> is the co-founder of <a href="https://zapdigits.com/">Zapdigits</a>, a <a href="https://zapdigits.com/blog/building-a-privacy-first-client-reporting-saas">privacy-first client reporting and marketing dashboard</a> platform built for agencies. Originally from Sri Lanka and based in the Netherlands, Malith brings 15+ years of SaaS product development experience, including time at Brevo (a European unicorn) and an InsureTech company. He bootstrapped Zapdigits with his fiancée — a UX/UI designer — after identifying a gap in affordable, white-labeled reporting tools for small and mid-size marketing agencies.</p>
<h2><b>What We Cover</b></h2>
<ul>
<li style="font-weight:400;">How a personal pain point — sharing data with a non-technical co-founder — led to the founding of Zapdigits</li>
<li style="font-weight:400;">Why white labeling on every plan (not just premium tiers) is Zapdigits' core differentiator against Agency Analytics and Looker Studio</li>
<li style="font-weight:400;">The current state of AI SEO reporting: what's trackable, what's not, and why the same query returns five different answers from the same LLM</li>
<li style="font-weight:400;">How European GDPR concerns shape product decisions around AI features and data handling — and why self-hosted LLMs are part of the solution</li>
<li style="font-weight:400;">The four-tier value pitch framework Jeremy uses to help SaaS founders move beyond 'we save you time' to identity-level positioning</li>
<li style="font-weight:400;">Bootstrap vs. investor funding: when to take the money, and what happens to product direction when you do</li>
</ul>
<h2><b>Episode Highlights</b></h2>
<p>Malith originally built <a href="https://zapdigits.com/">Zapdigits</a> as an internal tool to solve a specific frustration: his non-technical co-founder kept asking for Stripe revenue and campaign data, and Malith didn't want to hand over full platform access. That internal dashboard became the seed of a full product — one that now serves over 90% SEO-focused marketing agencies, with Search Console, Google Analytics, and Google Business Profile as the three most-requested data connectors.</p>
<p><i>"White labeling — normally, competitors put it on the highest plan. We are focused on offering it on any of our plans."</i></p>
<p>On the AI SEO reporting front, Malith is candid about how messy the space is right now. Zapdigits currently aggregates brand visibility data across multiple LLMs — ChatGPT, Gemini, and others — to produce averaged visibility scores for agency clients. But as he explains, <i>"domain authority doesn't seem to matter — sometimes it's a very new blog they pull from."</i> He even found his own zero-DA Zapdigits AI domain being surfaced in responses after he'd never promoted it. The full breakdown of how they're approaching this is in their <a href="https://zapdigits.com/blog/how-agencies-can-monitor-client-visibility-in-chatgpt-at-scale">blog post on monitoring ChatGPT visibility at scale</a>.</p>
<p>One of the most practical discussions in the episode centers on why shipping a bad AI feature is worse than shipping no AI feature. Malith's approach: before any feature goes live, he recruits the user who requested it for beta testing. That feedback loop — built from lifetime deal buyers and direct email conversations — has shaped the <a href="https://www.zapdigits.com/roadmap">Zapdigits public roadmap</a>, which users can vote on directly.</p>
<p><i>"Your AI is only as smart as your schema. As long as you give the correct data and the correct description, you will get good answers back."</i></p>
<p>Jeremy and Malith close with a rich conversation about when (or whether) to take venture capital. Malith observes that most of his direct competitors — including Agency Analytics — are bootstrapped. Jeremy shares a first-hand account of how Tap Clicks' investor-driven priorities reshaped product development at Raven Tools, and contrasts the Semrush (public) vs. Ahrefs (private) trajectories. The bottom line, in Malith's words: <i>"In the SaaS business, the main advice is: don't die. As long as you can stay alive for three or four years, you're good."</i></p>
<h2><b>Connect with Malith Gamage</b></h2>
<p> Website: <a href="https://zapdigits.com/">zapdigits.com</a></p>
<p> LinkedIn: <a href="https://nl.linkedin.com/in/malithmcr">linkedin.com/in/malithmcr</a></p>
<p> Blog: <a href="https://zapdigits.com/blog">zapdigits.com/blog</a></p>
<p>️ Public Roadmap: <a href="https://www.zapdigits.com/roadmap">zapdigits.com/roadmap</a></p>
<h2><b>About the Show</b></h2>
<p><i>The Unscripted SEO Podcast is hosted by </i><a href="https://jeremyriveraseo.com/about/">Jeremy Rivera</a><i> and features candid, unscripted conversations with SEO practitioners, agency owners, and marketing leaders. New episodes drop weekly at </i><a href="https://unscriptedseo.com/">unscriptedseo.com</a><i>.</i></p>
<h2><b>Listen to This Episode</b></h2>
<p> Full episode: [EPISODE URL]</p>
<p>Subscribe wherever you get podcasts — Apple Podcasts, Spotify, or at <a href="https://unscriptedseo.com/">unscriptedseo.com</a>.</p>]]>
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                                <itunes:summary>
                    <![CDATA[About Malith Gamage
Malith Gamage is the co-founder of Zapdigits, a privacy-first client reporting and marketing dashboard platform built for agencies. Originally from Sri Lanka and based in the Netherlands, Malith brings 15+ years of SaaS product development experience, including time at Brevo (a European unicorn) and an InsureTech company. He bootstrapped Zapdigits with his fiancée — a UX/UI designer — after identifying a gap in affordable, white-labeled reporting tools for small and mid-size marketing agencies.
What We Cover

How a personal pain point — sharing data with a non-technical co-founder — led to the founding of Zapdigits
Why white labeling on every plan (not just premium tiers) is Zapdigits' core differentiator against Agency Analytics and Looker Studio
The current state of AI SEO reporting: what's trackable, what's not, and why the same query returns five different answers from the same LLM
How European GDPR concerns shape product decisions around AI features and data handling — and why self-hosted LLMs are part of the solution
The four-tier value pitch framework Jeremy uses to help SaaS founders move beyond 'we save you time' to identity-level positioning
Bootstrap vs. investor funding: when to take the money, and what happens to product direction when you do

Episode Highlights
Malith originally built Zapdigits as an internal tool to solve a specific frustration: his non-technical co-founder kept asking for Stripe revenue and campaign data, and Malith didn't want to hand over full platform access. That internal dashboard became the seed of a full product — one that now serves over 90% SEO-focused marketing agencies, with Search Console, Google Analytics, and Google Business Profile as the three most-requested data connectors.
"White labeling — normally, competitors put it on the highest plan. We are focused on offering it on any of our plans."
On the AI SEO reporting front, Malith is candid about how messy the space is right now. Zapdigits currently aggregates brand visibility data across multiple LLMs — ChatGPT, Gemini, and others — to produce averaged visibility scores for agency clients. But as he explains, "domain authority doesn't seem to matter — sometimes it's a very new blog they pull from." He even found his own zero-DA Zapdigits AI domain being surfaced in responses after he'd never promoted it. The full breakdown of how they're approaching this is in their blog post on monitoring ChatGPT visibility at scale.
One of the most practical discussions in the episode centers on why shipping a bad AI feature is worse than shipping no AI feature. Malith's approach: before any feature goes live, he recruits the user who requested it for beta testing. That feedback loop — built from lifetime deal buyers and direct email conversations — has shaped the Zapdigits public roadmap, which users can vote on directly.
"Your AI is only as smart as your schema. As long as you give the correct data and the correct description, you will get good answers back."
Jeremy and Malith close with a rich conversation about when (or whether) to take venture capital. Malith observes that most of his direct competitors — including Agency Analytics — are bootstrapped. Jeremy shares a first-hand account of how Tap Clicks' investor-driven priorities reshaped...]]>
                </itunes:summary>
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                                                                            <itunes:duration>00:51:50</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Kevin Urrutia & Magic Rinku's Internal Linking SaaS]]>
                </title>
                <pubDate>Mon, 15 Sep 2025 21:23:21 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/63406/episode/2141554</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/kevin-urrutia-magic-rinkus-internal-linking-saas</link>
                                <description>
                                            <![CDATA[<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Guest Bio</h2>
<p class="whitespace-normal break-words">Kevin Urrutia is a software engineer turned serial entrepreneur with 20+ years of experience building tech products. He's worked at Silicon Valley companies including Mint.com and Zaarly, and founded Voy Media, a digital marketing agency that has generated over $50 million in revenue. His latest venture, Magic Rinku, tackles one of SEO's most persistent challenges: automating internal link building at scale.</p>
<p class="whitespace-normal break-words"><strong>Connect with Kevin:</strong></p>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Email: <a class="underline" href="mailto:kevin@magicrinku.com">kevin@magicrinku.com</a></li>
<li class="whitespace-normal break-words">Twitter: <a class="underline" href="https://twitter.com/danest">@danest</a></li>
<li class="whitespace-normal break-words">Website: <a class="underline" href="https://magicrinku.com/">Magic Rinku</a></li>
</ul>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Episode Summary</h2>
<p class="whitespace-normal break-words">In this unscripted conversation, Kevin shares the journey of building Magic Rinku from personal frustration to SaaS solution. We dive deep into the technical challenges of WordPress integration, the strategic use of AI versus traditional algorithms, and unconventional marketing approaches that are actually working in 2025.</p>
<p class="whitespace-normal break-words">Kevin reveals how he discovered 350 out of 400 articles on his own site had zero internal links, the technical nightmare of supporting multiple WordPress page builders, and why cold email and Reddit still outperform traditional SaaS marketing for developer tools.</p>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Key Topics Covered</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">The Genesis Story</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">How Kevin's personal pain with internal linking across 8-10 affiliate sites led to Magic Rinku</li>
<li class="whitespace-normal break-words">The validation process through Reddit and direct customer conversations</li>
<li class="whitespace-normal break-words">Why most SEO professionals are missing huge linking opportunities due to broken manual processes</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Technical Deep Dive</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">WordPress ecosystem challenges: Supporting Elementor, Beaver Builder, Gutenberg, and Classic Editor</li>
<li class="whitespace-normal break-words">The 30-second delay problem and why bulk operations are complex in WordPress</li>
<li class="whitespace-normal break-words">Database structure differences across page builders and how they affect plugin development</li>
<li class="whitespace-normal break-words">Error handling and retry systems for WordPress API integration</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">AI Implementation Philosophy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Strategic use of AI vs. traditional algorithms (RAKE, ENG tagger)</li>
<li class="whitespace-normal break-words">Two specific AI use cases: contextual understanding and smart sentence generation</li>
<li class="whitespace-normal break-words">Why 30% of AI suggestions are perfect, 50% need tweaking, and 20% are unusable</li>
<li class="whitespace-normal break-words">The explainability problem and showing confidence scores to use...</li></ul>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[Guest Bio
Kevin Urrutia is a software engineer turned serial entrepreneur with 20+ years of experience building tech products. He's worked at Silicon Valley companies including Mint.com and Zaarly, and founded Voy Media, a digital marketing agency that has generated over $50 million in revenue. His latest venture, Magic Rinku, tackles one of SEO's most persistent challenges: automating internal link building at scale.
Connect with Kevin:

Email: kevin@magicrinku.com
Twitter: @danest
Website: Magic Rinku


Episode Summary
In this unscripted conversation, Kevin shares the journey of building Magic Rinku from personal frustration to SaaS solution. We dive deep into the technical challenges of WordPress integration, the strategic use of AI versus traditional algorithms, and unconventional marketing approaches that are actually working in 2025.
Kevin reveals how he discovered 350 out of 400 articles on his own site had zero internal links, the technical nightmare of supporting multiple WordPress page builders, and why cold email and Reddit still outperform traditional SaaS marketing for developer tools.

Key Topics Covered
The Genesis Story

How Kevin's personal pain with internal linking across 8-10 affiliate sites led to Magic Rinku
The validation process through Reddit and direct customer conversations
Why most SEO professionals are missing huge linking opportunities due to broken manual processes

Technical Deep Dive

WordPress ecosystem challenges: Supporting Elementor, Beaver Builder, Gutenberg, and Classic Editor
The 30-second delay problem and why bulk operations are complex in WordPress
Database structure differences across page builders and how they affect plugin development
Error handling and retry systems for WordPress API integration

AI Implementation Philosophy

Strategic use of AI vs. traditional algorithms (RAKE, ENG tagger)
Two specific AI use cases: contextual understanding and smart sentence generation
Why 30% of AI suggestions are perfect, 50% need tweaking, and 20% are unusable
The explainability problem and showing confidence scores to use...]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[Kevin Urrutia & Magic Rinku's Internal Linking SaaS]]>
                </itunes:title>
                                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Guest Bio</h2>
<p class="whitespace-normal break-words">Kevin Urrutia is a software engineer turned serial entrepreneur with 20+ years of experience building tech products. He's worked at Silicon Valley companies including Mint.com and Zaarly, and founded Voy Media, a digital marketing agency that has generated over $50 million in revenue. His latest venture, Magic Rinku, tackles one of SEO's most persistent challenges: automating internal link building at scale.</p>
<p class="whitespace-normal break-words"><strong>Connect with Kevin:</strong></p>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Email: <a class="underline" href="mailto:kevin@magicrinku.com">kevin@magicrinku.com</a></li>
<li class="whitespace-normal break-words">Twitter: <a class="underline" href="https://twitter.com/danest">@danest</a></li>
<li class="whitespace-normal break-words">Website: <a class="underline" href="https://magicrinku.com/">Magic Rinku</a></li>
</ul>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Episode Summary</h2>
<p class="whitespace-normal break-words">In this unscripted conversation, Kevin shares the journey of building Magic Rinku from personal frustration to SaaS solution. We dive deep into the technical challenges of WordPress integration, the strategic use of AI versus traditional algorithms, and unconventional marketing approaches that are actually working in 2025.</p>
<p class="whitespace-normal break-words">Kevin reveals how he discovered 350 out of 400 articles on his own site had zero internal links, the technical nightmare of supporting multiple WordPress page builders, and why cold email and Reddit still outperform traditional SaaS marketing for developer tools.</p>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Key Topics Covered</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">The Genesis Story</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">How Kevin's personal pain with internal linking across 8-10 affiliate sites led to Magic Rinku</li>
<li class="whitespace-normal break-words">The validation process through Reddit and direct customer conversations</li>
<li class="whitespace-normal break-words">Why most SEO professionals are missing huge linking opportunities due to broken manual processes</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Technical Deep Dive</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">WordPress ecosystem challenges: Supporting Elementor, Beaver Builder, Gutenberg, and Classic Editor</li>
<li class="whitespace-normal break-words">The 30-second delay problem and why bulk operations are complex in WordPress</li>
<li class="whitespace-normal break-words">Database structure differences across page builders and how they affect plugin development</li>
<li class="whitespace-normal break-words">Error handling and retry systems for WordPress API integration</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">AI Implementation Philosophy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Strategic use of AI vs. traditional algorithms (RAKE, ENG tagger)</li>
<li class="whitespace-normal break-words">Two specific AI use cases: contextual understanding and smart sentence generation</li>
<li class="whitespace-normal break-words">Why 30% of AI suggestions are perfect, 50% need tweaking, and 20% are unusable</li>
<li class="whitespace-normal break-words">The explainability problem and showing confidence scores to users</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Advanced SEO Features</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Silo construction from both technical and strategic perspectives</li>
<li class="whitespace-normal break-words">Tree rebalancing algorithms for hierarchical site structures</li>
<li class="whitespace-normal break-words">Why circular silos were pulled from production despite working code</li>
<li class="whitespace-normal break-words">The decision framework for shipping features vs. keeping them in development</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Unconventional Marketing Strategy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Cold email targeting WordPress agencies </li>
<li class="whitespace-normal break-words">Reddit as a B2B channel for finding people actively complaining about the problem</li>
<li class="whitespace-normal break-words">Why traditional SaaS marketing (content, paid ads) doesn't work for unknown problem categories</li>
<li class="whitespace-normal break-words">The two-email rule and why persistence beyond that is counterproductive</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Company Philosophy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Intentionally staying at 2-3 person team size</li>
<li class="whitespace-normal break-words">Lifestyle business approach vs. venture scale ambitions</li>
<li class="whitespace-normal break-words">The hiring challenge: finding people who understand both WordPress and SEO</li>
<li class="whitespace-normal break-words">Using contractors vs. full-time employees at current scale</li>
</ul>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Quotable Moments</h2>
<blockquote class="border-border-200 border-l-4 pl-4">
<p class="whitespace-normal break-words">"Even for someone like me who knows SEO, who's been doing this for years, I had this massive blind spot. When I ran my prototype, it found 350 articles with zero internal links out of 400 total articles."</p>
</blockquote>
<blockquote class="border-border-200 border-l-4 pl-4">
<p class="whitespace-normal break-words">"Our biggest competitor is Excel spreadsheets and manual processes. There are other tools, but most are part of $200-500/month SEO suites. We do one thing really well."</p>
</blockquote>
<blockquote class="border-border-200 border-l-4 pl-4">
<p class="whitespace-normal break-words">"My rule is pretty simple - use AI for problems that require understanding context and nuance, use traditional algorithms for problems that have clear mathematical solutions."</p>
</blockquote>
<blockquote class="border-border-200 border-l-4 pl-4">
<p class="whitespace-normal break-words">"The freedom is the best part of being a founder, but also the worst part because you have infinite options every day."</p>
</blockquote>
<blockquote class="border-border-200 border-l-4 pl-4">
<p class="whitespace-normal break-words">"If a feature works for 80% of use cases and doesn't break anything, I ship it. I can iterate based on real user feedback rather than trying to anticipate every edge case."</p>
</blockquote>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Resources Mentioned</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Tools &amp; Platforms</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Magic Rinku - AI-powered internal link building</li>
<li class="whitespace-normal break-words">WordPress page builders: Elementor, Beaver Builder, Gutenberg, Divi</li>
<li class="whitespace-normal break-words">Convert SEO - for finding WordPress agencies</li>
<li class="whitespace-normal break-words">Screaming Frog - SEO crawling tool</li>
<li class="whitespace-normal break-words">Ahrefs - SEO platform mentioned for potential integration</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Books &amp; Learning Resources</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">"The Mom Test" by Rob Fitzpatrick - customer development</li>
<li class="whitespace-normal break-words">SEO blogs and communities for understanding user problems</li>
<li class="whitespace-normal break-words">Reddit communities for market research and validation</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Marketing Channels</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Cold email outreach to WordPress agencies</li>
<li class="whitespace-normal break-words">Reddit for finding users with the specific problem</li>
<li class="whitespace-normal break-words">Word of mouth within the SEO community</li>
<li class="whitespace-normal break-words">Organic search for "WordPress internal linking plugin"</li>
</ul>
<hr class="border-border-300 my-2" />
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Key Takeaways for SaaS Founders</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Product Development</h3>
<ol class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Build something you actually use daily</strong> - Customer development is easier when you are the customer</li>
<li class="whitespace-normal break-words"><strong>Ship at 80% completeness</strong> - Iterate based on real feedback rather than anticipating edge cases</li>
<li class="whitespace-normal break-words"><strong>Use AI strategically</strong> - Apply it for context/nuance problems, traditional algorithms for mathematical solutions</li>
<li class="whitespace-normal break-words"><strong>WordPress is complex but necessary</strong> - 40% market share makes technical challenges worthwhile</li>
</ol>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Marketing &amp; Sales</h3>
<ol class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Go where people complain about problems</strong> - Don't wait for them to search for solutions</li>
<li class="whitespace-normal break-words"><strong>Cold email still works</strong> - When targeting the right problem with the right audience</li>
<li class="whitespace-normal break-words"><strong>Two-email maximum rule</strong> - More persistence often backfires</li>
<li class="whitespace-normal break-words"><strong>Reddit can be B2B</strong> - Focus on DMs to people explicitly stating problems</li>
</ol>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Business Strategy</h3>
<ol class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Focus beats feature creep</strong> - Most SaaS tools fail from doing too much, not too little</li>
<li class="whitespace-normal break-words"><strong>Lifestyle business is valid</strong> - Don't scale into a job you hate</li>
<li class="whitespace-normal break-words"><strong>Small teams move faster</strong> - Less meeting overhead, closer to customers</li>
</ol>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Technical Decisions</h3>
<ol class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Platform integration vs. standalone</strong> - User experience often trumps technical simplicity</li>
<li class="whitespace-normal break-words"><strong>Error handling is crucial</strong> - WordPress ecosystem requires robust retry systems</li>
<li class="whitespace-normal break-words"><strong>Multiple complexity levels</strong> - Serve both power users and beginners in the same tool</li>
<li class="whitespace-normal break-words"><strong>Documentation for key person risk</strong> - Critical when running lean teams</li>
</ol>]]>
                </content:encoded>
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                        type="audio/mpeg">
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                                <itunes:summary>
                    <![CDATA[Guest Bio
Kevin Urrutia is a software engineer turned serial entrepreneur with 20+ years of experience building tech products. He's worked at Silicon Valley companies including Mint.com and Zaarly, and founded Voy Media, a digital marketing agency that has generated over $50 million in revenue. His latest venture, Magic Rinku, tackles one of SEO's most persistent challenges: automating internal link building at scale.
Connect with Kevin:

Email: kevin@magicrinku.com
Twitter: @danest
Website: Magic Rinku


Episode Summary
In this unscripted conversation, Kevin shares the journey of building Magic Rinku from personal frustration to SaaS solution. We dive deep into the technical challenges of WordPress integration, the strategic use of AI versus traditional algorithms, and unconventional marketing approaches that are actually working in 2025.
Kevin reveals how he discovered 350 out of 400 articles on his own site had zero internal links, the technical nightmare of supporting multiple WordPress page builders, and why cold email and Reddit still outperform traditional SaaS marketing for developer tools.

Key Topics Covered
The Genesis Story

How Kevin's personal pain with internal linking across 8-10 affiliate sites led to Magic Rinku
The validation process through Reddit and direct customer conversations
Why most SEO professionals are missing huge linking opportunities due to broken manual processes

Technical Deep Dive

WordPress ecosystem challenges: Supporting Elementor, Beaver Builder, Gutenberg, and Classic Editor
The 30-second delay problem and why bulk operations are complex in WordPress
Database structure differences across page builders and how they affect plugin development
Error handling and retry systems for WordPress API integration

AI Implementation Philosophy

Strategic use of AI vs. traditional algorithms (RAKE, ENG tagger)
Two specific AI use cases: contextual understanding and smart sentence generation
Why 30% of AI suggestions are perfect, 50% need tweaking, and 20% are unusable
The explainability problem and showing confidence scores to use...]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/676ae6156fe309-82456168/images/2141554/c1a-wq51r-6z32m119i7jg-bh1k6h.jpg"></itunes:image>
                                                                            <itunes:duration>00:47:05</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Angshuman Rudra (TapClicks) on Data Pipelines and Market Inflection Points]]>
                </title>
                <pubDate>Mon, 10 Mar 2025 17:09:19 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/63406/episode/1990467</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/angshuman-rudra-tapclicks-on-data-pipelines-and-market-inflection-points</link>
                                <description>
                                            <![CDATA[<p>In this conversation, Jeremy Rivera of <a href="https://communitycleanlinks.com/">Community Clean Links</a> and <a href="https://seoarcade.com/">SEO Arcade</a> interviews <a href="https://www.linkedin.com/in/angshumanrudra/">Angshuman Rudra</a>, a product manager at <a href="https://tapclicks.com">TapClicks</a>, discussing the company's marketing operations platform, the intricacies of ETL processes, and the challenges of product management in a SaaS environment.</p>
<p>Angshuman shares insights on customer needs, market trends, and the importance of sales feedback in shaping product development. He's been heading up the creation and product management of their new <a href="https://www.tapclicks.com/platform/tapdata/tapdatamax">TapDataMax product</a>, and shared a lot of detail on the way Tapclicks views the "movement" of data. The discussion also touches on the evolving terminology in marketing technology, the role of AI in data management, and the future roadmap for TapClicks, including new features and integrations.</p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this conversation, Jeremy Rivera of Community Clean Links and SEO Arcade interviews Angshuman Rudra, a product manager at TapClicks, discussing the company's marketing operations platform, the intricacies of ETL processes, and the challenges of product management in a SaaS environment.
Angshuman shares insights on customer needs, market trends, and the importance of sales feedback in shaping product development. He's been heading up the creation and product management of their new TapDataMax product, and shared a lot of detail on the way Tapclicks views the "movement" of data. The discussion also touches on the evolving terminology in marketing technology, the role of AI in data management, and the future roadmap for TapClicks, including new features and integrations.]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[Angshuman Rudra (TapClicks) on Data Pipelines and Market Inflection Points]]>
                </itunes:title>
                                    <itunes:episode>4</itunes:episode>
                                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this conversation, Jeremy Rivera of <a href="https://communitycleanlinks.com/">Community Clean Links</a> and <a href="https://seoarcade.com/">SEO Arcade</a> interviews <a href="https://www.linkedin.com/in/angshumanrudra/">Angshuman Rudra</a>, a product manager at <a href="https://tapclicks.com">TapClicks</a>, discussing the company's marketing operations platform, the intricacies of ETL processes, and the challenges of product management in a SaaS environment.</p>
<p>Angshuman shares insights on customer needs, market trends, and the importance of sales feedback in shaping product development. He's been heading up the creation and product management of their new <a href="https://www.tapclicks.com/platform/tapdata/tapdatamax">TapDataMax product</a>, and shared a lot of detail on the way Tapclicks views the "movement" of data. The discussion also touches on the evolving terminology in marketing technology, the role of AI in data management, and the future roadmap for TapClicks, including new features and integrations.</p>]]>
                </content:encoded>
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                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this conversation, Jeremy Rivera of Community Clean Links and SEO Arcade interviews Angshuman Rudra, a product manager at TapClicks, discussing the company's marketing operations platform, the intricacies of ETL processes, and the challenges of product management in a SaaS environment.
Angshuman shares insights on customer needs, market trends, and the importance of sales feedback in shaping product development. He's been heading up the creation and product management of their new TapDataMax product, and shared a lot of detail on the way Tapclicks views the "movement" of data. The discussion also touches on the evolving terminology in marketing technology, the role of AI in data management, and the future roadmap for TapClicks, including new features and integrations.]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/676ae6156fe309-82456168/images/1990467/c1a-wq51r-ww60woo2hr6r-ao3nba.jpg"></itunes:image>
                                                                            <itunes:duration>00:28:52</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Bryan Shankman]]>
                </title>
                <pubDate>Wed, 26 Feb 2025 05:05:53 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/63406/episode/1982103</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/bryan-shankman</link>
                                <description>
                                            <![CDATA[<p>In this conversation, <a href="https://seoarcade.com/about-jeremy-rivera-our-seo-founder/">Jeremy Rivera</a> interviews Bryan Shankman, co-founder and CEO of <a href="https://www.tooldesk.co/">Tool Desk</a> and <a title="LeadTruffle" href="https://leadtruffle.com/">LeadTruffle</a> discussing the origins of their SaaS products, the challenges of pricing and customer support, and the strategies for marketing and future-proofing their business. <br /><br />Bryan shares insights on building a successful startup in the home services industry, the importance of customer engagement, and the risks associated with relying on a platform like Jobber. In this conversation, Bryan Shankman discusses the evolution of his SaaS product, Tool Desk AI, focusing on the challenges and opportunities presented by platform dependencies, the innovative features of their AI-driven lead qualification tool, and the streamlined onboarding process for home service businesses. He also shares insights on marketing strategies and offers valuable advice for aspiring SaaS entrepreneurs.<br /><br /><span class="MuiTypography-root MuiTypography-headingXSmall css-1mp1p0p e1de0imv0">takeaways</span></p>
<ul class="css-h4c1sf">
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Tool Desk started with a focus on home services and lead qualification.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The initial product was inspired by a need for ringless voicemail systems.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Pricing is strategically set at $149/month for the Jobber plug-in.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Customer support is highly personalized, with direct communication from founders.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The company is 100% bootstrapped, allowing for thoughtful financial decisions.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Cold outbound marketing has been effective for customer acquisition.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Building a product that fills gaps in existing platforms is crucial.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Platform risk is a significant concern for businesses relying on third-party services.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Future-proofing involves diversifying product offerings and reducing dependency on a single platform.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The founders prioritize building something people want and scaling thoughtfully. The value proposition of Tool Desk AI is to fill marketing automation gaps.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Platform dependency can pose significant risks for SaaS businesses.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Tool Desk AI acts as a 24/7 sales representative for capturing leads.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">AI technology is being utilized to enhance lead qualification processes.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Onboarding for <a href="https://jsdriveways.com/services/">home service businesses</a> is designed to be frictionless and quick.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The AI is trained on each customer's website to provide tailored interactions.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Ev...</span></li></ul>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this conversation, Jeremy Rivera interviews Bryan Shankman, co-founder and CEO of Tool Desk and LeadTruffle discussing the origins of their SaaS products, the challenges of pricing and customer support, and the strategies for marketing and future-proofing their business. Bryan shares insights on building a successful startup in the home services industry, the importance of customer engagement, and the risks associated with relying on a platform like Jobber. In this conversation, Bryan Shankman discusses the evolution of his SaaS product, Tool Desk AI, focusing on the challenges and opportunities presented by platform dependencies, the innovative features of their AI-driven lead qualification tool, and the streamlined onboarding process for home service businesses. He also shares insights on marketing strategies and offers valuable advice for aspiring SaaS entrepreneurs.takeaways

Tool Desk started with a focus on home services and lead qualification.
The initial product was inspired by a need for ringless voicemail systems.
Pricing is strategically set at $149/month for the Jobber plug-in.
Customer support is highly personalized, with direct communication from founders.
The company is 100% bootstrapped, allowing for thoughtful financial decisions.
Cold outbound marketing has been effective for customer acquisition.
Building a product that fills gaps in existing platforms is crucial.
Platform risk is a significant concern for businesses relying on third-party services.
Future-proofing involves diversifying product offerings and reducing dependency on a single platform.
The founders prioritize building something people want and scaling thoughtfully. The value proposition of Tool Desk AI is to fill marketing automation gaps.
Platform dependency can pose significant risks for SaaS businesses.
Tool Desk AI acts as a 24/7 sales representative for capturing leads.
AI technology is being utilized to enhance lead qualification processes.
Onboarding for home service businesses is designed to be frictionless and quick.
The AI is trained on each customer's website to provide tailored interactions.
Ev...]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[Bryan Shankman]]>
                </itunes:title>
                                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this conversation, <a href="https://seoarcade.com/about-jeremy-rivera-our-seo-founder/">Jeremy Rivera</a> interviews Bryan Shankman, co-founder and CEO of <a href="https://www.tooldesk.co/">Tool Desk</a> and <a title="LeadTruffle" href="https://leadtruffle.com/">LeadTruffle</a> discussing the origins of their SaaS products, the challenges of pricing and customer support, and the strategies for marketing and future-proofing their business. <br /><br />Bryan shares insights on building a successful startup in the home services industry, the importance of customer engagement, and the risks associated with relying on a platform like Jobber. In this conversation, Bryan Shankman discusses the evolution of his SaaS product, Tool Desk AI, focusing on the challenges and opportunities presented by platform dependencies, the innovative features of their AI-driven lead qualification tool, and the streamlined onboarding process for home service businesses. He also shares insights on marketing strategies and offers valuable advice for aspiring SaaS entrepreneurs.<br /><br /><span class="MuiTypography-root MuiTypography-headingXSmall css-1mp1p0p e1de0imv0">takeaways</span></p>
<ul class="css-h4c1sf">
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Tool Desk started with a focus on home services and lead qualification.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The initial product was inspired by a need for ringless voicemail systems.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Pricing is strategically set at $149/month for the Jobber plug-in.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Customer support is highly personalized, with direct communication from founders.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The company is 100% bootstrapped, allowing for thoughtful financial decisions.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Cold outbound marketing has been effective for customer acquisition.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Building a product that fills gaps in existing platforms is crucial.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Platform risk is a significant concern for businesses relying on third-party services.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Future-proofing involves diversifying product offerings and reducing dependency on a single platform.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The founders prioritize building something people want and scaling thoughtfully. The value proposition of Tool Desk AI is to fill marketing automation gaps.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Platform dependency can pose significant risks for SaaS businesses.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Tool Desk AI acts as a 24/7 sales representative for capturing leads.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">AI technology is being utilized to enhance lead qualification processes.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Onboarding for <a href="https://jsdriveways.com/services/">home service businesses</a> is designed to be frictionless and quick.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">The AI is trained on each customer's website to provide tailored interactions.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Even if you're doing B2B, like <a href="https://savefryoil.com">saving commercial kitchens on cost</a>, customer feedback is crucial for success.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Marketing strategies include cold outreach and SEO optimization.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Building a SaaS product requires a strong understanding of coding or a capable partner.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Entrepreneurs should only pursue SaaS if they have a clear market need and potential customer interest</span></li>
</ul>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/676ae6156fe309-82456168/1982103/c1e-7owd0f4dm26invmv1-34nwd0knsg8g-lhpgzo.mp3" length="18079887"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this conversation, Jeremy Rivera interviews Bryan Shankman, co-founder and CEO of Tool Desk and LeadTruffle discussing the origins of their SaaS products, the challenges of pricing and customer support, and the strategies for marketing and future-proofing their business. Bryan shares insights on building a successful startup in the home services industry, the importance of customer engagement, and the risks associated with relying on a platform like Jobber. In this conversation, Bryan Shankman discusses the evolution of his SaaS product, Tool Desk AI, focusing on the challenges and opportunities presented by platform dependencies, the innovative features of their AI-driven lead qualification tool, and the streamlined onboarding process for home service businesses. He also shares insights on marketing strategies and offers valuable advice for aspiring SaaS entrepreneurs.takeaways

Tool Desk started with a focus on home services and lead qualification.
The initial product was inspired by a need for ringless voicemail systems.
Pricing is strategically set at $149/month for the Jobber plug-in.
Customer support is highly personalized, with direct communication from founders.
The company is 100% bootstrapped, allowing for thoughtful financial decisions.
Cold outbound marketing has been effective for customer acquisition.
Building a product that fills gaps in existing platforms is crucial.
Platform risk is a significant concern for businesses relying on third-party services.
Future-proofing involves diversifying product offerings and reducing dependency on a single platform.
The founders prioritize building something people want and scaling thoughtfully. The value proposition of Tool Desk AI is to fill marketing automation gaps.
Platform dependency can pose significant risks for SaaS businesses.
Tool Desk AI acts as a 24/7 sales representative for capturing leads.
AI technology is being utilized to enhance lead qualification processes.
Onboarding for home service businesses is designed to be frictionless and quick.
The AI is trained on each customer's website to provide tailored interactions.
Ev...]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/676ae6156fe309-82456168/images/1982103/c1a-wq51r-mkxp4v0js5k-tc8jry.jpg"></itunes:image>
                                                                            <itunes:duration>00:37:39</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Vooz's Jeremy Cohen: Bootstrapping & Innovation With An Annonymous Video Platform]]>
                </title>
                <pubDate>Mon, 03 Feb 2025 21:17:10 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/63406/episode/1966153</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/voozs-jeremy-cohen-bootstrapping-innovation-with-an-annonymous-video-platform</link>
                                <description>
                                            <![CDATA[<p>In this conversation, <a href="https://contra.com/p/WePeqXqM-voozco">Jeremy Cohen</a>, founder of <a href="https://vooz.co/about">Vooz</a> an <a href="https://vooz.co/">Omegle alternative in the anonymous video chatting</a> space, discusses the journey of creating bootstrapping and self-motivating. He shares insights on the unique selling propositions of <a href="https://apps.apple.com/nz/app/vooz/id6458930355">Vooz</a>, including <a href="https://vooz.co/safety">AI moderation</a> and user engagement features. <br /><br />The discussion covers the challenges of bootstrapping a startup, marketing strategies for user acquisition, and the importance of building a strong team. Jeremy also emphasizes the significance of taking action and starting with design, as well as the potential for monetization and growth in the SaaS space.<br /><br /><strong>Take Aways</strong></p>
<p> </p>
<ul class="css-h4c1sf">
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Vooz aims to innovate in the anonymous video chat space with AI moderation.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">User engagement features like screen sharing and games are key to Vooz's strategy.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Bootstrapping has been essential for Vooz's development and team formation.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Finding motivated co-founders can be challenging but crucial for success.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">SEO and PPC are primary marketing strategies for user acquisition.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Understanding how <a href="https://sbigrowth.com/price-intelligently">pricing strategy impacts SaaS marketing decisions</a></span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Influencer partnerships can drive initial traffic but should be complemented by SEO efforts.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Monetization opportunities are abundant once a user base is established.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Starting with design helps in attracting talent and building a vision.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">AI moderation is a significant technical achievement for Vooz.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Taking action and starting somewhere is vital for aspiring entrepreneurs.</span></li>
</ul>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this conversation, Jeremy Cohen, founder of Vooz an Omegle alternative in the anonymous video chatting space, discusses the journey of creating bootstrapping and self-motivating. He shares insights on the unique selling propositions of Vooz, including AI moderation and user engagement features. The discussion covers the challenges of bootstrapping a startup, marketing strategies for user acquisition, and the importance of building a strong team. Jeremy also emphasizes the significance of taking action and starting with design, as well as the potential for monetization and growth in the SaaS space.Take Aways
 

Vooz aims to innovate in the anonymous video chat space with AI moderation.
User engagement features like screen sharing and games are key to Vooz's strategy.
Bootstrapping has been essential for Vooz's development and team formation.
Finding motivated co-founders can be challenging but crucial for success.
SEO and PPC are primary marketing strategies for user acquisition.
Understanding how pricing strategy impacts SaaS marketing decisions
Influencer partnerships can drive initial traffic but should be complemented by SEO efforts.
Monetization opportunities are abundant once a user base is established.
Starting with design helps in attracting talent and building a vision.
AI moderation is a significant technical achievement for Vooz.
Taking action and starting somewhere is vital for aspiring entrepreneurs.
]]>
                </itunes:subtitle>
                                <itunes:title>
                    <![CDATA[Vooz's Jeremy Cohen: Bootstrapping & Innovation With An Annonymous Video Platform]]>
                </itunes:title>
                                    <itunes:episode>2</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this conversation, <a href="https://contra.com/p/WePeqXqM-voozco">Jeremy Cohen</a>, founder of <a href="https://vooz.co/about">Vooz</a> an <a href="https://vooz.co/">Omegle alternative in the anonymous video chatting</a> space, discusses the journey of creating bootstrapping and self-motivating. He shares insights on the unique selling propositions of <a href="https://apps.apple.com/nz/app/vooz/id6458930355">Vooz</a>, including <a href="https://vooz.co/safety">AI moderation</a> and user engagement features. <br /><br />The discussion covers the challenges of bootstrapping a startup, marketing strategies for user acquisition, and the importance of building a strong team. Jeremy also emphasizes the significance of taking action and starting with design, as well as the potential for monetization and growth in the SaaS space.<br /><br /><strong>Take Aways</strong></p>
<p> </p>
<ul class="css-h4c1sf">
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Vooz aims to innovate in the anonymous video chat space with AI moderation.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">User engagement features like screen sharing and games are key to Vooz's strategy.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Bootstrapping has been essential for Vooz's development and team formation.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Finding motivated co-founders can be challenging but crucial for success.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">SEO and PPC are primary marketing strategies for user acquisition.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Understanding how <a href="https://sbigrowth.com/price-intelligently">pricing strategy impacts SaaS marketing decisions</a></span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Influencer partnerships can drive initial traffic but should be complemented by SEO efforts.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Monetization opportunities are abundant once a user base is established.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Starting with design helps in attracting talent and building a vision.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">AI moderation is a significant technical achievement for Vooz.</span></li>
<li><span class="MuiTypography-root MuiTypography-bodyMedium css-9y6kil e1de0imv0">Taking action and starting somewhere is vital for aspiring entrepreneurs.</span></li>
</ul>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/676ae6156fe309-82456168/1966153/c1e-2wpvxu858v9anj1jk-34n33n75s39o-xmbfkj.mp3" length="15824579"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this conversation, Jeremy Cohen, founder of Vooz an Omegle alternative in the anonymous video chatting space, discusses the journey of creating bootstrapping and self-motivating. He shares insights on the unique selling propositions of Vooz, including AI moderation and user engagement features. The discussion covers the challenges of bootstrapping a startup, marketing strategies for user acquisition, and the importance of building a strong team. Jeremy also emphasizes the significance of taking action and starting with design, as well as the potential for monetization and growth in the SaaS space.Take Aways
 

Vooz aims to innovate in the anonymous video chat space with AI moderation.
User engagement features like screen sharing and games are key to Vooz's strategy.
Bootstrapping has been essential for Vooz's development and team formation.
Finding motivated co-founders can be challenging but crucial for success.
SEO and PPC are primary marketing strategies for user acquisition.
Understanding how pricing strategy impacts SaaS marketing decisions
Influencer partnerships can drive initial traffic but should be complemented by SEO efforts.
Monetization opportunities are abundant once a user base is established.
Starting with design helps in attracting talent and building a vision.
AI moderation is a significant technical achievement for Vooz.
Taking action and starting somewhere is vital for aspiring entrepreneurs.
]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/676ae6156fe309-82456168/images/1966153/c1a-wq51r-mkxqqxj9ik0x-2gk8uf.png"></itunes:image>
                                                                            <itunes:duration>00:32:58</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Interview With Also Asked Founder: Mark Williams-Cook]]>
                </title>
                <pubDate>Thu, 16 Jan 2025 14:28:40 +0000</pubDate>
                <dc:creator>Jeremy Rivera</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/63406/episode/1942497</guid>
                                    <link>https://unscripted-saas.castos.com/episodes/interview-with-also-asked-founder-mark-williams-cook</link>
                                <description>
                                            <![CDATA[<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Guest Introduction</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Mark Williams-Cook</strong>: Director of <a class="underline" href="https://wearekanda.com/">Kanda</a> (formerly Candour SEO agency)</li>
<li class="whitespace-normal break-words">Creator of <a class="underline" href="https://alsoasked.com/">Also Asked</a>, a search intent research tool</li>
<li class="whitespace-normal break-words">Publisher of <a class="underline" href="https://www.coreupdates.com/">Core Updates Newsletter</a></li>
<li class="whitespace-normal break-words">Host of <a class="underline" href="https://open.spotify.com/show/5m3JkK7SbeRkMKNmCZCspZ">SEO Patent Podcast</a></li>
<li class="whitespace-normal break-words">20+ years of SEO experience</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Key Topics Covered</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Current Google Search "Meta"</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google's algorithm favors brand-like signals over traditional relevance</li>
<li class="whitespace-normal break-words">Example: The Vatican website ranking for CBD gummies after being hacked</li>
<li class="whitespace-normal break-words">Mark describes this as "a bandaid for the shortfalls that have been magnified in Google's algorithm because of Gen.ai"</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Content Creation Strategy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Video-first approach</strong>: "Start at video and work backwards" using transcription tools</li>
<li class="whitespace-normal break-words">Particularly effective for client information: "If you are having to get information, especially from clients, sometimes trying to get clients to write an article is like getting blood out of a stone"</li>
<li class="whitespace-normal break-words">Allows natural expertise to flow: "They will happily talk your ear off"</li>
<li class="whitespace-normal break-words">Tools turn video into written content without "regurgitating stuff"</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">User Knowledge Levels</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google has patents for understanding user expertise through search patterns</li>
<li class="whitespace-normal break-words">Demonstrated in People Also Ask (PAA) results showing different questions based on perceived knowledge</li>
<li class="whitespace-normal break-words">Example: Car dealership knowledge levels
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Novice: "Red car under $20k near me"</li>
<li class="whitespace-normal break-words">Intermediate: "2024 Honda Civic MPG vs Toyota Corolla"</li>
<li class="whitespace-normal break-words">Expert: "Civic Type R torque curve comparison"</li>
</ul>
</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Google Query Classification</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google classifies queries into distinct semantic categories</li>
<li class="whitespace-normal break-words">These classifications determine which SERP features appear</li>
<li class="whitespace-normal break-words">Additional classifiers like "local intent" and "explicit local intent" work alongside these categories</li>
<li class="whitespace-normal break-words">Mark is develop...</li></ul>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[Guest Introduction

Mark Williams-Cook: Director of Kanda (formerly Candour SEO agency)
Creator of Also Asked, a search intent research tool
Publisher of Core Updates Newsletter
Host of SEO Patent Podcast
20+ years of SEO experience

Key Topics Covered
Current Google Search "Meta"

Google's algorithm favors brand-like signals over traditional relevance
Example: The Vatican website ranking for CBD gummies after being hacked
Mark describes this as "a bandaid for the shortfalls that have been magnified in Google's algorithm because of Gen.ai"

Content Creation Strategy

Video-first approach: "Start at video and work backwards" using transcription tools
Particularly effective for client information: "If you are having to get information, especially from clients, sometimes trying to get clients to write an article is like getting blood out of a stone"
Allows natural expertise to flow: "They will happily talk your ear off"
Tools turn video into written content without "regurgitating stuff"

User Knowledge Levels

Google has patents for understanding user expertise through search patterns
Demonstrated in People Also Ask (PAA) results showing different questions based on perceived knowledge
Example: Car dealership knowledge levels

Novice: "Red car under $20k near me"
Intermediate: "2024 Honda Civic MPG vs Toyota Corolla"
Expert: "Civic Type R torque curve comparison"



Google Query Classification

Google classifies queries into distinct semantic categories
These classifications determine which SERP features appear
Additional classifiers like "local intent" and "explicit local intent" work alongside these categories
Mark is develop...]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[Interview With Also Asked Founder: Mark Williams-Cook]]>
                </itunes:title>
                                    <itunes:episode>1</itunes:episode>
                                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Guest Introduction</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Mark Williams-Cook</strong>: Director of <a class="underline" href="https://wearekanda.com/">Kanda</a> (formerly Candour SEO agency)</li>
<li class="whitespace-normal break-words">Creator of <a class="underline" href="https://alsoasked.com/">Also Asked</a>, a search intent research tool</li>
<li class="whitespace-normal break-words">Publisher of <a class="underline" href="https://www.coreupdates.com/">Core Updates Newsletter</a></li>
<li class="whitespace-normal break-words">Host of <a class="underline" href="https://open.spotify.com/show/5m3JkK7SbeRkMKNmCZCspZ">SEO Patent Podcast</a></li>
<li class="whitespace-normal break-words">20+ years of SEO experience</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Key Topics Covered</h2>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Current Google Search "Meta"</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google's algorithm favors brand-like signals over traditional relevance</li>
<li class="whitespace-normal break-words">Example: The Vatican website ranking for CBD gummies after being hacked</li>
<li class="whitespace-normal break-words">Mark describes this as "a bandaid for the shortfalls that have been magnified in Google's algorithm because of Gen.ai"</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Content Creation Strategy</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>Video-first approach</strong>: "Start at video and work backwards" using transcription tools</li>
<li class="whitespace-normal break-words">Particularly effective for client information: "If you are having to get information, especially from clients, sometimes trying to get clients to write an article is like getting blood out of a stone"</li>
<li class="whitespace-normal break-words">Allows natural expertise to flow: "They will happily talk your ear off"</li>
<li class="whitespace-normal break-words">Tools turn video into written content without "regurgitating stuff"</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">User Knowledge Levels</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google has patents for understanding user expertise through search patterns</li>
<li class="whitespace-normal break-words">Demonstrated in People Also Ask (PAA) results showing different questions based on perceived knowledge</li>
<li class="whitespace-normal break-words">Example: Car dealership knowledge levels
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Novice: "Red car under $20k near me"</li>
<li class="whitespace-normal break-words">Intermediate: "2024 Honda Civic MPG vs Toyota Corolla"</li>
<li class="whitespace-normal break-words">Expert: "Civic Type R torque curve comparison"</li>
</ul>
</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Google Query Classification</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google classifies queries into distinct semantic categories</li>
<li class="whitespace-normal break-words">These classifications determine which SERP features appear</li>
<li class="whitespace-normal break-words">Additional classifiers like "local intent" and "explicit local intent" work alongside these categories</li>
<li class="whitespace-normal break-words">Mark is developing a tool to predict which category a query falls into</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Evolution of SERP Features</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><strong>AI Overviews</strong>: Likely to eventually replace featured snippets
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">More dynamic and nuanced answers</li>
<li class="whitespace-normal break-words">Google reported 90% cost reduction in generating them</li>
</ul>
</li>
<li class="whitespace-normal break-words"><strong>Featured Snippets</strong>: Currently coexist with AI overviews</li>
<li class="whitespace-normal break-words"><strong>People Also Ask (PAA)</strong>: Critical for Google's query understanding
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Mentioned in DOJ trial as part of Google's "induction loop"</li>
<li class="whitespace-normal break-words">Allow Google to understand different interpretations of the same query</li>
<li class="whitespace-normal break-words">Localization feature coming to Also Asked tool</li>
</ul>
</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">The Future of Search</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Prediction: Shift from users doing research to AI agents doing it for them</li>
<li class="whitespace-normal break-words">"I think we are going to have a fundamental shift of rather than people doing their own research..."</li>
<li class="whitespace-normal break-words">Advantage to companies that own hardware (Google, Apple, Microsoft)</li>
<li class="whitespace-normal break-words">Privacy concerns will diminish as convenience increases</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">SEO Tools Mentioned</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><a class="underline" href="https://alsoasked.com/">Also Asked</a>: Mark's tool for analyzing PAA data</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://www.screamingfrog.co.uk/seo-spider/">Screaming Frog</a>: For automated content analysis</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://openai.com/blog/introducing-chatgpt-and-whisper-apis">ChatGPT API</a>: For content gap analysis</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://www.perplexity.ai/">Perplexity</a>: AI search tool Mark recommends</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://elevenlabs.io/">11 Labs</a>: Voice cloning technology (mentioned in context of potential misuse)</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://hai.stanford.edu/news/introducing-storm-new-generative-ai-tool-research">Storm</a>: Stanford's agentic model for scientific paper creation</li>
</ul>
<h3 class="text-lg font-bold text-text-100 mt-1 -mb-1.5">Technical SEO Insights</h3>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Google uses binary trust systems for many technical signals</li>
<li class="whitespace-normal break-words">"If you get them all wrong, it's not like Google will trust you a bit less. They just have a very simple thing of, well, you don't seem to know what you're doing."</li>
<li class="whitespace-normal break-words">Site reputation abuse handled manually rather than algorithmically</li>
<li class="whitespace-normal break-words">Example of PageRank evolution: still used but significantly modified from original patent</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">People Referenced</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/MordyOberstein">Mordy Oberstein</a>: Mentioned regarding brand discussions</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/methode">Gary Illyes</a> ("Garyish"): Google representative</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/dannysullivan">Danny Sullivan</a>: Google Search Liaison</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/DarrenShaw_">Darren Shaw</a>: Discussed query categories with Mark</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://www.linkedin.com/in/arnoudhellemans/">Arnoud Hellman</a>: Provided examples of localized PAAs</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/bill_slawski">Bill Slawski</a> ("Bill Flosky"): Known for patent analysis</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/olafkopp">Olaf Kopp</a>: Current patent analysis work</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/lilyraynyc">Lily Ray</a>: Mentioned regarding Reddit in SERPs</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://twitter.com/NoahToaSEO">Michael Buckby</a> of Noah Toa</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://www.linkedin.com/in/mattbrooksseo/">Matt Brooks</a> of SEOteric</li>
<li class="whitespace-normal break-words">Commercial restaurant cost savings company:<a href="https://savefryoil.com/about-us">Save Fry Oil</a> </li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Resources</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><a class="underline" href="https://searchengineland.com/how-to-use-screaming-frog-chatgpt-and-alsoasked-for-effective-content-gap-analysis-434674">Search Engine Land guide</a>: Mark's guide on using Screaming Frog with Also Asked</li>
<li class="whitespace-normal break-words"><a class="underline" href="https://learningseo.io/">learningseo.io</a>: Referenced for learning about SERP features</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Live Test Examples</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">"Jam sandwiches" query test showing AI overview replacing featured snippet</li>
<li class="whitespace-normal break-words">Demonstration of entity analysis with non-existent URL showing AI hallucination issues</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Upcoming Developments</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">Query classification tool (planned release before Brighton SEO in April)</li>
<li class="whitespace-normal break-words">Also Asked localization feature allowing city-specific PAA monitoring</li>
<li class="whitespace-normal break-words">Location-specific search results using longitude/latitude data</li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">SEO Conferences Mentioned</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words"><a class="underline" href="https://www.brightonseo.com/">Brighton SEO</a></li>
<li class="whitespace-normal break-words"><a class="underline" href="https://serpconf.com/">SERPConf</a></li>
</ul>
<h2 class="text-xl font-bold text-text-100 mt-1 -mb-0.5">Contact Information</h2>
<ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7">
<li class="whitespace-normal break-words">LinkedIn: <a class="underline" href="https://www.linkedin.com/in/markwcook/">Mark Williams-Cook</a></li>
<li class="whitespace-normal break-words">Bluesky: Mark Williams-Cook (previously on Twitter/X)</li>
<li class="whitespace-normal break-words">Newsletter: <a class="underline" href="https://www.coreupdates.com/">CoreUpdates.com</a></li>
</ul>]]>
                </content:encoded>
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                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[Guest Introduction

Mark Williams-Cook: Director of Kanda (formerly Candour SEO agency)
Creator of Also Asked, a search intent research tool
Publisher of Core Updates Newsletter
Host of SEO Patent Podcast
20+ years of SEO experience

Key Topics Covered
Current Google Search "Meta"

Google's algorithm favors brand-like signals over traditional relevance
Example: The Vatican website ranking for CBD gummies after being hacked
Mark describes this as "a bandaid for the shortfalls that have been magnified in Google's algorithm because of Gen.ai"

Content Creation Strategy

Video-first approach: "Start at video and work backwards" using transcription tools
Particularly effective for client information: "If you are having to get information, especially from clients, sometimes trying to get clients to write an article is like getting blood out of a stone"
Allows natural expertise to flow: "They will happily talk your ear off"
Tools turn video into written content without "regurgitating stuff"

User Knowledge Levels

Google has patents for understanding user expertise through search patterns
Demonstrated in People Also Ask (PAA) results showing different questions based on perceived knowledge
Example: Car dealership knowledge levels

Novice: "Red car under $20k near me"
Intermediate: "2024 Honda Civic MPG vs Toyota Corolla"
Expert: "Civic Type R torque curve comparison"



Google Query Classification

Google classifies queries into distinct semantic categories
These classifications determine which SERP features appear
Additional classifiers like "local intent" and "explicit local intent" work alongside these categories
Mark is develop...]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/676ae6156fe309-82456168/images/1942497/c1a-wq51r-dm4z8gwgc7xm-zlqqkr.jpg"></itunes:image>
                                                                            <itunes:duration>01:11:32</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Jeremy Rivera]]>
                </itunes:author>
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