Hello Lunch Break. Almost time to start packing those lunches again. School kicks off again in a little over one week. More than one friend has told me they're ready to get back to a predictable routine. Summer's been great. But the moms and dads I know have spent three months juggling kids' activities and work, and a predictable day is the thing they're craving.
Predictable is the one thing I can't hand you with AI engines. Even as an AI visibility consultant, my job isn't to make you the answer. It's to make you the probable answer, the one positioned to become the answer. Every engine is built differently, every one of them is built for personalization, and we're each different. So the outcomes are going to be different too.
Alright. Clock's ticking. Back to work.
THE GAME CHANGED
AI Visibility Works Like a Billboard.
Profound published research this month on what happens after an AI names a brand. They found that when an assistant mentions a brand the person never typed themselves, that person visits the brand's site at 1.5 to 2.5 times their own baseline rate over the next seven days. Only 20.5% of those visits land within an hour, and 42% within a day, so most visits show up long after any session your analytics would connect back to the mention. Profound's own words: AI visibility works like a billboard right now, not like a link.
Source: Nikolas Laskaris, Profound, “The AI mention effect,” 1 July 2026. tryprofound.com/blog/the-ai-mention-effect
THE WINDOW IS NOW
Google Maps Started Taking Orders
Want a specific meal on your way home? No problem. Google added agentic features to Ask Maps last week and it finds open restaurants along your route that serve it, adds the item to your cart, and hands you to Square or Toast so you can pay.
Source: Google, “Google Maps’ Ask Maps gets more helpful with food ordering,” blog.google, 6 August 2026.
It's rolling out in the US now so if you’re a restaurant (heads up!) transactions happen here now which means your hours, your menu, and your ordering setup are now part of whether you get the order.
YOUR COMPETITORS ARE ASLEEP
Everywhere Is Not a Strategy
Growth Advisor Kevin Indig ran an analysis using Semrush’s data to test one thing: If a brand has proven itself in one category, does that credibility carry into categories further out?
The short answer is that it travels for citations and stops for recommendations. When a brand turned up in a category far from what it’s know for, half of those appearances were citations and only a quarter named the brand. When the brand showed up close to its core expertise, 74% were citations and 44% were named mentions.
Here's what’s interesting. Indig found the penalty wasn't for covering a lot of topics. It was for covering them thinly. Brands that showed up in only one of the five ways people ask about a topic, across many topics, were associated with a smaller share of brand mentions the following month. Brands that showed up in all five were associated with a slight gain. So, covering a lot of topics wasn’t the problem. Showing up without topical depth was.
Most local businesses lack topical depth: one thin page per service, every service, nothing in any of them that a competitor couldn't copy. The engines can use you as a source without ever recommending you. Your tip: Go deep in a few and then expand from there.
Source: Kevin Indig, Growth Memo, "Does topical focus make your brand more visible?", 3 August 2026.
WHAT’S THE PROMPT
Find Your Shallow Category
Open ChatGPT and run this on your own business.
If it can't answer part one, that's your answer. You don't have a category yet. Start with a product or service you have deep expertise in, not with the eleven services on your nav bar.
CITED
Specific, Beats Popular 🔧
AI says: Euro-Tek
I asked “What's the best auto repair shop in Wilmington, North Carolina” and each engine chose a different winner and nine different shops. Not one name repeated as the top pick, and only Delaney Tire & Auto appeared on more than one list at all.
Source: Perplexity
Source: ChatGPT
Source: Gemini
Then I ran the prompt again and named the car.
My Land Rover needs work and the dealership is two hours away. Which independent shops in Wilmington, North Carolina actually specialize in European or British imports, and what did you use to decide they specialize rather than just accept the work?
All three put Euro-Tek first.
Perplexity said: it's the only Wilmington independent that positions itself around Land Rover and Jaguar instead of general European repair
ChatGPT went further and published its standard before its answer, saying it used a stricter definition of specialist than "we work on imports" and looked for explicit make specific specialization, technicians with brand or dealer experience, dedicated diagnostic equipment, and evidence of handling complex European repairs.
Gemini landed in the same place, calling the shop a dedicated independent alternative for Land Rover and Jaguar service.
They agreed on first place, and it was the name with the most specific evidence behind it.
Source: Perplexity
Source: ChatGPT
Source: Gemini
Here's the part to remember. All three cited the same source, it was eurotek-us.com. The page names Richard Duvall, an ASE Master and Land Rover factory certified technician with 25 years as a dealership lead tech, and Greg Skelton, 20 years as a Gold Certified Land Rover dealer technician. It puts a number on it: over 100 years of combined Jaguar and Land Rover experience.
Nobody wrote about Euro-Tek. Euro-Tek wrote about Euro-Tek, with names and certifications and a number, and three engines repeated it back.
See you next Thursday.
- Anna
Want to know what your own site is telling them? The AI Visibility Audit checks exactly this.
THE POLL
