How ChatGPT Recommends Fresha

Across 100 scheduling software questions, Fresha appeared in 12 answers (rank 7 of every brand named), was recommended in 11 (rank 7) and was ChatGPT's own pick in 6 (tied for rank 11). That is a pick rate of 50% of its appearances, below the 10-brand median of 87% for brands named 10 or more times in this teardown.

When ChatGPT picked Fresha, it named it first among the brands it picked in 0 of those 6 answers. On the 20 direct advice questions ("which should I use"), ChatGPT picked it in 1 and recommended it in 2.

These are the labels ChatGPT attached to Fresha in "best for" table columns and scenario lists, quoted as written. We found 8 such labels for Fresha in this category; the most frequent are below.

• "You need new customers"
• "Small/new spas"
• "Salons, spas, beauty professionals"
• "Solo barber"
• "Solo stylist/esthetician"
• "New business trying to fill a calendar"

If this is not how you describe your product, that gap is the first thing to fix: AI answers repeat the positioning they find most often across the sources they read.

2 comparison questions named Fresha against at least one rival. ChatGPT picked both Fresha and at least one named rival in 2, only Fresha in 0, and only a rival in 0. In every one of them ChatGPT made both Fresha and a rival its picks instead of declaring a single winner.

The 6 answers that picked Fresha carried 22 source citations in total. The most-cited domains in those answers:

• pabau.com (other third party): 2
• fresha.com (vendor site): 2
• codersyapps.com (other third party): 2
• thesalontechguide.com (other third party): 2
• zenoti.com (other third party): 1
• appscribed.com (other third party): 1

Across all 11 answers that recommended Fresha, picked or not, there were 43 citations.

Fresha's own site (fresha.com) was cited 2 times across all 100 answers in the category, in 2 different answers.

Google check: for 0 of the 6 questions where ChatGPT picked Fresha, fresha.com also ranked in Google's top ten organic results for the same question. So most of these picks came on questions where its own site did not rank.

The brands that appeared most often in the same answers as Fresha, and in how many of those answers ChatGPT picked them. This is the competitive set ChatGPT has built for it, which is not always the one a vendor would choose.

• Vagaro: in 10 of Fresha's 12 answers, picked in 8
• Square Appointments: in 6 of Fresha's 12 answers, picked in 5
• GlossGenius: in 5 of Fresha's 12 answers, picked in 4
• Acuity Scheduling: in 4 of Fresha's 12 answers, picked in 2
• Booksy: in 4 of Fresha's 12 answers, picked in 3

Fresha is on ChatGPT's scheduling software shortlist but is not one of its top three picks: it was recommended in 11 answers and picked in 6, against 51 picks for Calendly, the most-picked brand. Its lowest pick rate is on "best X" category questions, where ChatGPT picked it in 1 of 30.

In 6 of the 6 answers that picked Fresha, fresha.com did not rank in Google's top ten for the same question, so Google rankings alone do not explain where ChatGPT sends buyers.

Finding which sources shape the answer in a category, and making sure they describe the brand accurately, is the core of AI SEO.

Source: Teardown 16: scheduling software. Each teardown runs 100 buyer questions (category, head-to-head, alternatives and advice phrasing) through ChatGPT with web search on, logged out, United States, English, one run per question.

Every answer was coded under codebook v2.0 by two independent AI readers working blind from the published reader protocol. Each reader coded every brand mention as picked, recommended, listed, passing or anchor; where the two disagreed, a third AI reader settled the code. Across all answers coded under v2.0, the two readers agreed on 97.8% of brand codes.

"Picked" means the answer made the brand its own verdict: "my pick", "choose X if", a shortlist it tells the buyer to act on, the #1 of its ranking, or the direct answer to a "which should I use" question. "Recommended" means the answer assigned the brand to a stated case or fit ("best for small teams") or picked it, so every picked brand also counts as recommended. "Appeared" counts answers where the brand was recommended or listed. Every count is a count of answers. Use-case labels are quoted from the answers as written. Google checks use the top ten organic results for the same question collected the same day.

Limits: one run per question, one country, one point in time. AI answers vary between runs, so treat these as frequencies for this sample, not fixed positions. High Salience has no commercial relationship with any brand on this page. If you work for this brand and see an error, write to info@highsalience.com and we will check it against the dataset.

Full per-answer datasets (CSV) are on each teardown page. All brand pages.

Does ChatGPT recommend Fresha?

In our scheduling software teardown (web search on, United States, September 26, 2026), ChatGPT named Fresha in 12 of 100 buyer questions, recommended it in 11 and made it its own pick in 6.

What does ChatGPT say Fresha is best for?

The label ChatGPT used most often for Fresha was "You need new customers". Other labels included "Small/new spas", "Salons, spas, beauty professionals", and "Solo barber".

Which brands does ChatGPT compare Fresha with?

In scheduling software answers, Fresha appeared most often alongside Vagaro, Square Appointments, GlossGenius, Acuity Scheduling, and Booksy.

The Category Salience Brief runs your category's buyer questions across Google and the AI surfaces, shows how each answer positions you against competitors, and ranks what to fix first.