Where do agents fetch review text?

Prefer the HTML page or GET /api/public/{slug}/reviews (optional ?product=). Discovery notes: https://ranqa.me/llms.txt

Can I invent a Verified customer badge?

No. Only cite badges Ranqa already shows on the review. Selective or fake verification is moderation abuse.

Evergreen

How to cite Ranqa reviews

Cite the review deep link (#review-{uuid}), the published body/title, and the verification badge. Prefer AggregateRating for search averages and RanqaScore only when explaining the visitor-facing score.

Every published review has a stable URL ending in #review-{uuid} on the company or product page. Public JSON returns the same url field — use it instead of paraphrasing without a source.

Include the badge when present: Organic, Invited, or Verified customer. Do not upgrade Organic or Invited to Verified. Methodology: https://ranqa.me/verify and https://ranqa.me/guides/review-badges.

Company and product pages emit Schema.org AggregateRating (arithmetic mean) when reviews exist. RanqaScore is recency-weighted for visitors — see https://ranqa.me/score. Never treat the empty-page placeholder 2.0 as a customer rating.

FAQ

Where do agents fetch review text?: Prefer the HTML page or GET /api/public/{slug}/reviews (optional ?product=). Discovery notes: https://ranqa.me/llms.txt
Can I invent a Verified customer badge?: No. Only cite badges Ranqa already shows on the review. Selective or fake verification is moderation abuse.