Caleb Ulku argues that Google's removal of the call button from organic map pack results is part of a deliberate 'friction injection' strategy to push local businesses toward paid ads — the same playbook Google used with organic shopping results. He reports a potential 20-40% drop in call volume for businesses with thin Google Business Profiles, and warns that the bigger threat is AI Overviews replacing the map pack entirely, with less than one-third overlap between AI-recommended businesses and traditional map pack results. His core argument is that deep GBP optimization, multi-platform review strategies (especially Yelp), and cross-platform presence are now essential — not optional — for surviving both changes. He also cautions against blindly following popular advice like enabling GBP messaging (unless you can respond in minutes) or treating Local Service Ads as mandatory for all business types.
Google's AI-generated business recommendation summaries that appear above or replace the traditional map pack, pulling data from multiple sources and recommending businesses that often differ from those in the standard map pack.
View concept page →A strategy where Google takes something that was previously free and easy for users, adds just enough friction to make it annoying, and then sells the solution back to businesses — coined by the creator Caleb Ulku.
View concept page →Google's removal of the direct call button from organic three-pack map results, requiring users to first click into a business listing before seeing the call option, reducing direct call volume for organic listings.
View concept page →Deep optimization of Google Business Profiles including photos, reviews, service listings, posts, and descriptions designed to attract user clicks and satisfy AI data requirements, not just achieve rankings.
View concept page →The strategy of building reviews across multiple platforms beyond just Google Business Profile, including Yelp, Facebook, Foursquare, and industry directories, because AI systems pull from many sources.
View concept page →A term coined by Cory Doctorow describing how platforms first make experiences great for users, then slowly degrade those experiences to extract money from businesses that depend on the platform.
View concept page →The condition of a Google Business Profile with minimal photos, few reviews, no posts, and a basic description, which was previously adequate when the call button did the heavy lifting but now results in lost visibility and clicks.
View concept page →The diminishing importance of geographic proximity as a ranking factor as AI overview systems replace the traditional map pack, since AI recommendations are not proximity-dependent the way organic map pack results are.
View concept page →The consistent, ongoing acquisition of new reviews over time across multiple platforms, as opposed to simply having a total number of reviews, which signals active business health to both users and AI systems.
View concept page →Google's paid advertising product for local service businesses that places ads above the map pack and includes a call button, often positioned as a solution to the organic call button removal.
View concept page →The primary guest and SEO expert featured in the video, founder of an AI SEO agency that developed the Core 30 local SEO methodology and scaled to 97 plumber clients using AI-driven content and local link-building strategies.
View concept page →The risk that enabling Google Business Profile messaging without dedicated rapid response capability can actively suppress a business's visibility, since Google tracks and penalizes slow response times.
View concept page →Google's historical reduction of local business results displayed in the map pack from seven listings down to three, an earlier step in Google's pattern of monetizing local search.
View concept page →Author and digital rights activist credited with coining the term 'inshittification' to describe how platforms degrade user experiences over time to extract money from dependent businesses.
View concept page →Google removed the call button from organic map pack (three-pack) results. Previously, users could tap a large call button directly from the search results listing. Now, the call button is only visible after a user clicks into the business profile first. Sponsored/paid listings still show the call button directly in search results, but organic listings require that extra click to access it.
The number floating around in SEO communities is a 20-40% drop in call volume from organic map pack results. However, this figure is largely anecdotal and hasn't been hard-sourced. From one agency's actual client data across dozens of Google Business Profiles with real call tracking, there is a noticeable decline in direct calls from the map pack, but it's not uniform across all clients. The businesses hit hardest are those with thin profiles — bad images, few reviews, no posts, and outdated descriptions.
Friction injection is a strategy where Google takes something that used to be free and easy for users and adds just enough friction to make it annoying, then sells the solution back to businesses. For example, Google used to show organic shopping results for free; then they added shopping ads at the top and pushed organic results down, effectively forcing businesses to pay for visibility. With local search, they've progressively reduced the map pack from 7 to 3 results, pushed local service ads above the map pack, added sponsored listings inside the map pack, and now removed the call button from organic results — all steps that push businesses toward paying for what they used to get for free.
Inshittification is a term coined by Cory Doctorow to describe how platforms degrade user experience over time to extract money from businesses that depend on them. Platforms start by making the experience great for users, then slowly degrade it to monetize the businesses relying on the platform. Google has been doing this with local search by systematically monetizing every free action in search — reducing the map pack size, adding paid ads above and inside the map pack, and now removing the call button from organic results — all pushing businesses toward paid alternatives.
The biggest threat is Google's AI Overview (AIO) replacing or pushing down the traditional map pack entirely. Unlike the call button change (which adds friction but leaves your listing visible), AI overviews generate AI-written business recommendations that can completely bypass the map pack. Critically, the businesses appearing in AI overview results are largely different from those in the traditional map pack — the overlap is only about one-third. This means a business ranked #1 in the map pack might not even be mentioned in Google's AI results. When this rolls out fully, businesses without rich, deep profiles will be ignored by Google's AI entirely.
On average, only about one-third of businesses appearing in Google's AI Overview are the same as those showing up in the traditional map pack. In some cases, the overlap can be zero — meaning none of the businesses in the AI results match those in the regular map pack. This means you could be ranked #1 in the map pack and Google's AI won't mention you at all, because the AI is selecting businesses based on different signals than traditional map pack ranking.
The primary differentiator is a review profile spread across multiple websites on the internet — not just Google Business Profile. Yelp is a particularly important source. Businesses showing up in Google's AI Overview tend to have reviews on multiple platforms (Yelp, Facebook, Foursquare, Angie, industry-specific directories, etc.). Additionally, AI systems favor longer, more detailed, narrative reviews over short generic ones. For example, 50 detailed Yelp reviews provide more useful data for AI than 200 five-star Google reviews that just say 'great service.'
Yelp reviews tend to be longer, more detailed, and more narrative in nature compared to typical Google reviews. AI systems can extract far more useful information from detailed Yelp reviews than from short Google reviews. Yelp is showing up as a major data source in about one-third of all AI-generated local searches, and it's a significant source not just for Google's AI overview but across all major AI platforms including ChatGPT, Claude, Perplexity, and Grok. The richness of Yelp review content gives AI systems more signals to work with when generating business recommendations.
ChatGPT pulls the majority of its local business data from Bing and Foursquare, not from Google. This means that if a business is not listed and accurate on Bing and Foursquare, it will be essentially invisible to ChatGPT users searching for local businesses. As AI-powered search assistants become more common, businesses that only focus on Google Business Profile optimization are missing a significant and growing channel of customer discovery.
Turning on GBP messaging should be done with caution. While the logic makes sense — giving users another contact method — in practice, most service businesses handle Google Business messages poorly, with slow response times and unanswered messages. The critical issue is that Google tracks your response time, and if you turn on messaging but don't respond quickly, Google will actually suppress your visibility as a penalty. Unless you or your client has someone dedicated to responding within minutes (not hours), it's better not to turn it on. Activating messaging and then ignoring it can do more harm than good to your rankings.
No, LSAs are not mandatory across the board. LSAs make a lot of sense for high-volume, lower-ticket service businesses like plumbers, locksmiths, and HVAC companies where the cost per lead is manageable and the math works. However, for businesses like medical practices (e.g., LASIK clinics), LSAs have different cost structures, compliance requirements, and lead quality considerations that may make them a poor fit. LSAs are mandatory for some businesses, helpful for many, optional for others, and a bad fit for some. Don't implement them without understanding whether your specific business type is a good candidate.
With the call button gone, the profile itself must earn the click. Key optimizations include: (1) High-quality, plentiful, regularly updated photos — not blurry old images; (2) Consistent review velocity — getting new reviews regularly, not just a one-time push; (3) Reviews across multiple platforms: Yelp, Facebook, Foursquare, Angie, and industry directories; (4) Keywords inside reviews matter because Google and AI systems read them; (5) Regular GBP posts — weekly, not annually; (6) Every service listed and every category filled out; (7) A compelling, specific business description (not generic filler); (8) Active presence on Reddit. Thin profiles with minimal content won't give users enough reason to click in to find the call button.
Thin profiles — those with few photos, minimal reviews, no posts, and generic descriptions — were previously able to get calls simply because the call button was prominently displayed in search results. Users would see the listing, tap call, and never need to evaluate the profile. Now that the call button requires clicking into the profile first, users must decide whether the profile is worth engaging with. Thin profiles don't provide enough visual appeal or information to attract that initial click, so those businesses are losing the calls they were previously getting almost by default.
Proximity to the searcher is an important factor in Google's traditional organic map pack rankings — businesses closer to the searcher get a ranking advantage. However, proximity is NOT a factor for AI systems. This means businesses that are currently getting calls primarily because they're geographically close to searchers will lose that advantage as AI overviews become more prominent. The AI selects businesses based on profile richness, review quality across platforms, and other content signals — not location. Businesses relying on proximity as their main competitive advantage need to start building deeper profiles now.
Google has systematically monetized local search through these steps: (1) Reduced the map pack from 7 business results down to 3; (2) Started pushing Local Service Ads (LSAs) above the map pack; (3) Added sponsored listings inside the map pack itself; (4) Removed the call button from organic three-pack results (call buttons now only appear on paid/sponsored listings directly in results). Each step takes a free action that local businesses benefited from and either eliminates it or adds friction, pushing businesses toward paying for what they previously got for free.
To maximize visibility across AI platforms, local businesses should build reviews on: Google Business Profile (still important but no longer sufficient alone), Yelp (particularly important — shows up in about one-third of AI-generated local searches and is valued for detailed narrative reviews), Facebook, Foursquare (important for ChatGPT which pulls local data from Bing and Foursquare), Angie (formerly Angie's List), Bing, and industry-specific directories relevant to the business type. All major AI platforms — Google AI Overview, ChatGPT, Claude, Perplexity, and Grok — pull reviews from multiple sources beyond just Google.
Optimizing solely for the traditional three-pack is increasingly risky because AI overviews are beginning to replace or push down the map pack, and the businesses appearing in AI results are largely different from map pack results (only about one-third overlap). However, the solution isn't to abandon map pack optimization — it's to go deeper. A fully optimized Google Business Profile with rich content, consistent reviews across multiple platforms, and a well-structured website serves both traditional map pack ranking AND AI overview visibility. The businesses that win will be those optimizing for both, not choosing one over the other.
Google's AI Overview has caused significant traffic losses even for websites that maintained their exact same search rankings. One agency reported watching websites that stayed in the same ranking positions lose 30-60% of their traffic solely because an AI overview appeared above them answering the user's question directly on the search results page. When Google answers the question right there, users no longer need to click through to a website. This same pattern is now beginning to affect local business searches, where AI-generated business recommendations may appear instead of the traditional map pack.