Staging Provisional — figures and claims may change and are re-checked on a cadence. This record uses RecommendedByAI's own measured data (Carets · office · Observed 77%).
Record · RBA-2026-0007
Public record · AI-recommendation profile Example · brand × category

Carets

Minimalist / barefoot footwear · Direct-to-consumer (Shopify) · United States

Frequently recommended by AI Office / dressy barefoot RBA 2026 · 09
Category · Office / dressy barefoot shoes
Frequently recommended by AI for office-appropriate barefoot shoes.
Observed across 4 independent web-grounded engines · US · English
Measured 2026·09·02 · methodology v0.2.2 · next re-check quarterly
77%
of office answers
name Carets
4 / 4
engines
agree
10
neutral question
phrasings
120
recorded
observations
§ 01

How this was measured

We asked four web-grounded AI assistants the same shopping question — "what are the best barefoot shoes for the office?" — phrased ten different neutral ways, using no brand names, and repeated each. We recorded which products each assistant recommended and how often. The signal is how frequently a product appears, not its position in any list.

Perplexity · sonar ChatGPT · web search Gemini · Google Search grounding Claude · web search

Carets appeared in 77% of office answers, in all four engines — far above the rate this category's candidate set would produce by chance. (Across ten neutral phrasings the rate ranged from 50% to 100% — Carets is surfaced more for some office phrasings than others; the 77% is the honest average, and this phrasing sensitivity is why the record is Observed, not Verified.) The result held when the question was re-worded and under a conservative bootstrap interval clustered by prompt and engine.

§ 02

A sample of the evidence

The assistants' recommendations cited a diverse set of sources — not a single affiliate or the brand's own site alone. Domains observed citing Carets for this need include:

Citing domains · office / dressy barefoot
reddit.comanyasreviews.combestbarefootfit.com regevelya.comcarets.comebay.com

Every figure on this record links to the underlying, timestamped observations on the evidence page, where each answer, engine, date and citation is auditable.

§ 03

What this means — and what it doesn't

  • It meansAI shopping assistants consistently put Carets in the answer when people ask for office-appropriate barefoot shoes.
  • It doesn't meanthat Carets is "the best," or anything about sales, quality, or fit — only that it is frequently recommended by AI for this need.
  • ScopeMeasured in English for the US market. A claim for another market or language requires measuring there.
  • Earned, not boughtThis signal cannot be purchased. It reflects what the AI engines actually recommend, and is re-checked quarterly.
§ 04

How the badge appears on a store

On the merchant's product page, the record shows as a small, calm, monochrome badge that adapts to the store's theme. It always carries the category, the denominator, the engines, the date, and a link back to this evidence — never "ChatGPT recommends this."

Product page · neutral badge
Frequently recommended by AI for office / dressy
In 77% of office answers · ChatGPT · Perplexity · Gemini · Claude · verified 2026·09·02
See the evidence →
Badge copy is factual and independent; it does not imply endorsement by any AI provider. If the signal falls below the null or the 90-day window lapses, the badge shows its date rather than a current claim — it ages, never a negative mark — with advance notice.