AEO for Franchises: Get the Brand Cited and Every Location Found

AI recommends a sliver of your locations.

Here is the gap that defines franchise AEO. SOCi analyzed performance across nearly 350,000 locations and 2,751 multi-location brands and found that ChatGPT recommended just 1.2% of locations, Gemini 11%, and Perplexity 7.4%, against a 35.9% appearance rate in Google’s local 3-pack. By their measure, earning AI visibility is three to thirty times harder than ranking well in traditional local search. For a brand with hundreds of units, the difference between a 36% surface rate and a 1.2% one is the difference between being found and being invisible.

And winning the old approach does not win the new one. In retail, only 45% of the top brands by traditional local search visibility also ranked among the brands most frequently recommended by AI. Read that plainly: more than half of the brands dominating the map pack are not the brands AI names. A franchise can be doing local SEO well and still be left out of the answer, because the engines weigh different signals. Closing that gap is the entire job.

Reviews are the confidence filter AI runs.

Answer engines use reviews the way a cautious customer does: as proof a location is worth recommending. In SOCi’s analysis, locations recommended by ChatGPT averaged 4.3 stars, higher than the averages on Gemini (3.9) and Perplexity (4.1). The floor matters even more than the ceiling: locations sitting around 3.4 stars with review-response rates below 5% were effectively invisible in AI recommendations. A weak review profile is not a soft signal here; it removes the location from consideration.

For a franchise, that makes reviews an operational discipline across every unit, not a corporate campaign. The strong locations have to keep their ratings and response rates up, and the lagging ones have to be fixed before they drag the brand’s AI presence down with them. We run reviews as an owned, ethical engine, earning ratings and replying consistently at the location level, because in an environment where the engine names one answer, the rating and the response rate decide whether your unit is in the running. This is the core of our reputation management work.

Around 3.4 stars with under 5% review responses, a location is effectively invisible to AI. Reputation is now a recommendation gate.

AI traffic is smaller, and worth more.

The volume of AI traffic a franchise earns is still modest next to Google, which is exactly why the conversion quality matters. Semrush found the average AI search visitor is 4.4 times as valuable as the average organic visit on a conversion-rate basis. People arriving from an answer engine tend to land further down the decision funnel, because the engine has already done the comparison and pointed them at you specifically. A smaller stream of higher-intent visitors is a trade most franchises should want.

The pressure on the other side is real too. SparkToro found that fewer than one-third of Google searches now send a click to the open web, as answers increasingly resolve on the results page itself. Even when your location ranks, the answer box can absorb the click before anyone reaches your page, which raises the value of being the brand cited inside the answer rather than a link beneath it. The franchises that win AEO are not the ones that spend the most; they are the ones structured to be the answer, location by location. That is the program we build, and we report on recommendations and conversions, not vanity impressions.