In June 2026 we asked ChatGPT, Perplexity, and Claude five different versions of "best cryotherapy near me" in Modesto, California. Advanced Recovery Cryo was named in all five, with an 87% share of voice across the engines. Eight months earlier it was barely visible. This is the answer engine optimization (AEO) playbook that moved it, with the dated receipts, so you can check our work and run the same test on your own business. No prompt tricks. Just disciplined fundamentals and reading the citations.
We did not pick Advanced Recovery Cryo as the answer. The AI did. We just have the receipts.
What is answer engine optimization, in one sentence?
Answer engine optimization is getting your business named as the answer when a buyer asks an AI assistant for the best option, instead of only trying to rank on a page of blue links. If you want the full method, read our pillar on answer engine optimization for health and wellness businesses. This page is the proof that the method works, on a real client, with dates.
The client and the starting point
Advanced Recovery Cryo (ARC) is a recovery and cryotherapy studio in Modesto, California. Cold plunge, whole body cryotherapy, compression, the recovery stack. Good operators, a real local following, and the same problem almost every local wellness business has in 2026: people had started asking ChatGPT and Perplexity "where should I go for cryotherapy near me," and ARC was not the name that came back.
When the work started on December 1, 2025, the site was thin on the questions buyers actually ask. A handful of pages, light on the conditions cryotherapy helps, light on the surrounding towns, and close to invisible inside AI answers. That is the gap. Most local businesses are not losing to a better competitor. They are losing to not being the clear, structured answer when the machine gets asked.
What we actually did (the four moves)
None of this is a growth hack. It is the boring, repeatable version.
- Built the answers buyers and AI both ask for. We expanded ARC from a brochure site into a topic cluster: 16 service pages, 13 condition pages, 13 nearby-city pages, 8 FAQ hubs, and 7 blog posts. More than 200,000 words, all structured around real questions, with FAQ schema so the engines can lift clean answers. The unit was the cluster, not the one-off post. Topical depth is what AI reads as authority.
- Made the homepage say what people search. The home page title became "Cryotherapy Near Me Modesto CA," matching the exact phrase buyers type and prompt, not a clever brand line.
- Read the citations and earned onto them. For each query a buyer asks an AI, the AI cites specific sources to build its answer. We tracked those, kept the Google Business Profile clean and reviewed, and made ARC's own pages the clearest answer on the open web. The honest version of AEO is reading what the AI already trusts, then becoming part of it.
- Wired the proof. We fixed conversion tracking (GA4) on May 17, 2026, so traffic ties to booked appointments instead of guesses. If a deliverable does not move a number the client can see, it does not ship.
That is it. Get found, be the clearest answer, earn onto the cited sources, and measure it.
The receipts: what moved, with dates
Here is the part most case studies skip. The dated proof.
| Metric | Before / early | Now | Source + date |
|---|---|---|---|
| Google impressions (28 days) | 18,100 | 82,900 (May, full month) | Google Search Console, Apr 13 and May 2026 |
| Google clicks | 123 (28 days) | 261 (May) | Google Search Console |
| Google rankings at #1 | low | 76 total #1 rankings, incl. "cryotherapy Modesto CA" | BrightLocal, Apr 14 2026 |
| AI share of voice (ChatGPT + Perplexity + Claude) | near zero | 87%, cited in 13 of 15 engine-checks | Breadchaser AI Visibility baseline, Jun 21 2026 |
| Named in cryotherapy queries | rarely | 5 of 5 | same baseline |
| Google reviews / rating | - | 47 reviews, 4.54 stars | Google Business Profile, Apr 2026 |
Google impressions roughly quadrupled in about a month as the cluster got indexed. And inside the AI engines, ARC went from a name you had to already know to one of the names the machine offers up on its own.
On ARC's own first-party booking data, the studio booked 4,457 appointments across 2025 and recovered 406 appointments it had been leaking. Those are ARC's numbers for ARC in 2025, not a portfolio total, and not a promise of the same for anyone else.
What does AI actually say? The reproducible test
Anyone can check this. Open ChatGPT, Perplexity, or Claude and ask "best cryotherapy in Modesto" or "whole body cryotherapy near me Modesto." Here is the market as the engines named it in our June 21, 2026 run, by how many of the five queries each business was named in.
This is the honest version, including where ARC does not lead. We report what the machine ranks. We do not score it.
- York Orthopedic Recovery - named first across the basket (the market's current First Answer)
- Advanced Recovery Cryo - cited in 4 of 5, plus the #1 featured recommendation for the exact query "best cryotherapy Modesto CA"
- Active Recovery Center
- California Rehabilitation
- California Cryo and Body Contour Lounge
ARC is the strongest cited challenger in its market and the named answer for the highest-intent query, with an 87% share of voice. It is not yet the business AI names first for every phrasing. That top honor, what we call the First Answer, is the next target, and the same playbook is how you climb to it. Pretending a client is already #1 everywhere is how case studies lose credibility. The receipt is more convincing than the brag.
Why this is the proof, not a testimonial
A testimonial asks you to trust a quote. A receipt asks you to check it. The difference matters more every month, because the channel that decides where people spend is now an AI that you can query yourself.
So we are doing to ourselves exactly what we did for ARC. On June 21, 2026 we ran the same AI Visibility baseline on Breadchaser, our own agency, against our twelve buyer terms ("wellness marketing agency," "aeo," "healthcare marketing agency," and the rest). We scored 0%. AI named Thrive and a handful of other agencies, not us. This article is the first move in fixing that in public, with the same method. If it works, you will be able to watch us climb our own charts over the next few months. That is the whole point of the AI Visibility Index: it is reproducible, so the proof is not ours to fake.
Watch the story
And here is the original LinkedIn post that started it, with the booking numbers in context.
Can you do this without an agency?
Yes, the fundamentals are public, and we wrote them down: AI SEO, how to show up in ChatGPT and how to check if ChatGPT recommends your business. The work is not secret. It is just consistent, and most owners do not have the hours. What an agency buys you is speed and the discipline to keep publishing and measuring every week. If you want to see how to pick one, we wrote that down too, for med spas, gyms and studios, and any local business.
Frequently asked questions
What is an AEO case study?
An answer engine optimization case study shows a real business going from not being named by AI assistants to being cited as a recommended answer, with dated, reproducible proof. The honest ones tell you the exact query, who got named, and when, so you can re-run the test yourself.
How long does answer engine optimization take to work?
It compounds over weeks, not days. For ARC, Google impressions roughly quadrupled in about a month as the content cluster got indexed, and the AI share of voice built over the months after that. AEO is durable once it lands, unlike ads, which stop the moment you stop paying.
Is ARC the number one cryotherapy studio in AI answers?
No, and we will not claim it is. As of June 21, 2026, AI named York Orthopedic Recovery first across the query basket. ARC is the strongest cited challenger with an 87% share of voice and is the top featured recommendation for the exact query "best cryotherapy Modesto CA." Becoming the First Answer everywhere is the next target.
How do I check if AI recommends my business?
Ask ChatGPT, Perplexity, or Claude the question your buyers ask, like "best [your service] near me in [your city]," and see if you are named. Or run a free AI Visibility Score and we will query the live engines for you and show who got named instead.
Does this only work for cryotherapy?
No. The method is the same for any local health, fitness, or wellness business: build the cluster of answers buyers ask, earn onto the sources AI cites, keep reviews and your profile clean, and measure it. The vertical changes; the playbook does not.
Want to see where you stand? Get your free AI Visibility Score in about 30 seconds. We ask the live AI engines the questions your buyers ask, show whether you were named, name the competitors AI recommended instead, and estimate what that invisibility costs you each month. Same view our clients get every day.