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Get Started Free →browser-act/trustpilot-reviews
Trustpilot customer reviews scraper for any company listed on trustpilot.com — given a company domain (e.g. shopify.com, apple.com, shopwagandtail.com) plus optional filters (page number, single star rating 1-5, single language ISO code, verified-only flag, has-company-reply flag, date period last30days/last3months/last6months/last12months, free-text keyword search, and reviewer countryCode client-side filter), extracts paginated reviews with 20+ fields per review: reviewId, reviewUrl, reviewTit
Passed 6 of 13 test cases with the skill, and 4 of 13 without it.
and 3 more in the full report
4 fixed6 passed either way11 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
During review extraction on Trustpilot, scripts/extract-reviews.py failed because __NEXT_DATA__ was missing or incomplete. What is the recommended resolution sequence to recover?
| Checked | Without skill | With skill |
|---|---|---|
| Verifies that the wait stable browser action completed before retrying extraction | Missed | Passed |
| Recommends switching to a stealth browser session with proxy if an anti-bot challenge is encountered | Missed | Passed |
The instructions your model reads when the skill loads.
Input a company domain plus optional filters → output paginated review records with reviewer info, ratings, dates, company replies, and 20+ structured fields per review.
All process output to user (progress updates, process notifications) follows the user's language.
Extract one page of customer reviews from trustpilot.com/review/{domain} with the chosen filters applied. Designed to be called in a loop across pages to collect the full filtered review set.
https://www.trustpilot.com/review/{domain}If browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. JS code is encapsulated in Python files under the
scripts/directory, invoked viaeval "$(python scripts/xxx.py {params})".$(...)is bash syntax; it is recommended to use the bash tool for execution.
Trustpilot accepts filter values as URL query parameters. Build the URL before navigating:
https://www.trustpilot.com/review/{domain}?page={page}&languages={lang}&sort=recency&stars={stars}&verified={true|false}&replies={true|false}&date={period}&search={keyword}
All parameters except domain are optional. Recommended construction rules:
page: integer ≥ 1 (omit for page 1; pagination defaults to 20 per page)languages: single ISO code (e.g. en, da, de, es, fr); omit or use all for no language filtertest cases passed, vs 4 / 13 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.