Generative engine optimization · Industry benchmark
Health and wellness scored worst of five industries in a 2026 AI-visibility benchmark
Health and wellness landed dead last in a 2026 AI search visibility benchmark across service industries, scoring 27 out of 100 and trailing local retail, legal, professional services, and home services.
The SMB AI Visibility Benchmark comes from Fast Hippo Media, released this year and built from over 200 U.S. service businesses scored across five weighted areas: content readiness, structured data health, AI citation presence, local signal strength, and measurement and capture. The average across all industries was 30 out of 100. The spread between top and bottom performers ran to 54 points, with leaders averaging 68 and the businesses falling behind sitting at 14.
The figure that made us go pull our own data was this one: local signal strength, the pillar covering Google Business Profile completeness and consistent listings, scored 48 out of 100 industry-wide. That's more than double the AI citation presence score of 22. Businesses are grinding through the local SEO checklist, and it isn't getting them named by AI.
We already knew that. We'd seen the same fracture in our own testing, one category at a time.
What our own numbers showed
In July we ran 50 actual wellness and spa businesses across five categories through GPT-4o and Perplexity, using the kind of question a real customer types in: "best [category] near me." Two-thirds of them, 66%, came back invisible, named by neither model.
Med spas came out worst: zero out of ten cited by either engine. Day spas fared a little better, five out of ten got a mention from at least one model, and not one business showed up in both. Boutique salons landed in between, three out of ten from GPT-4o and none at all from Perplexity.
None of these were fly-by-night operations. Every business had an active Google Business Profile, a genuine review count, and a normal local footprint, which is exactly the "local signals" pillar the Fast Hippo benchmark scores at 48 out of 100. They'd finished the work that used to be the finish line for local search. That work doesn't carry over into AI citations.
Why local signals and AI citations diverge
Google's local algorithm and a language model answering "best day spa near me" aren't reading the same evidence. The local algorithm has two decades of tuning behind it, built to reward profile completeness, NAP consistency, review volume, proximity. GPT-4o and Perplexity behave more like a reader scanning the open web and picking names it feels confident enough to say out loud, drawing on a narrower, more idiosyncratic set of sources: third-party directories with category authority, press mentions, sometimes just whichever business had the loudest footprint on the web that particular week.
We watched that play out directly in the day spa results. The two hotel-attached spas that got named, Spa Pendry and The Spa at Fairmont Grand Del Mar, didn't win on stronger local listings. They won because a hotel property comes with press coverage, review volume, and web presence that drowns out a standalone business, no matter how well that business has filled out its Google profile.
That's the same mechanism we think is driving the benchmark's own numbers. Content readiness and structured data, the on-page and technical layer a business actually controls, sit somewhere in the middle of the five pillars. Local signals, the thing every SEO checklist has pushed for a decade, score highest of all at 48. AI citation presence, the pillar that actually measures whether any of it paid off, sits at 22. The effort is real. It's aimed at the wrong target.
What this means for wellness business owners
The Fast Hippo benchmark is vendor research rather than peer-reviewed work, and 200-odd businesses is a thin sample to support a claim about five entire industries, so we'd read that 27-out-of-100 figure as directional rather than exact. What gives it more weight than a typical vendor number is that it lines up with a pattern we'd already confirmed independently, one category at a time, on our own test set. Two different methods landing on the same finding is about as much confidence as you get before someone replicates it at ten times the scale.
The practical takeaway is simple. Keep doing local SEO, but drop the assumption that it doubles as AI visibility work. A complete Google Business Profile and consistent NAP listings stay essential for Maps and organic local search, and they pull a completely different lever than AI citations. Mixing those two levers up is exactly how a business can dominate every local SEO checklist and still vanish the moment someone asks ChatGPT for a recommendation.
Finding out which side of that gap your own business sits on takes about thirty seconds, and it beats guessing. Put your business name and city into our free check and see exactly what ChatGPT and Perplexity currently say about you, or skip it and find out the way most businesses in our test did, by not showing up at all.