{"id":"ffef477c-2eb1-41af-8842-15774730ce98","task":"Pull business details and aggregate rating/review-count data for a pressure-washing business's Yelp listing to monitor reputation","domain":"yelp.com","steps":["Register a Yelp developer app to obtain a private API key for authenticating requests.","Call the Business Search endpoint, or the Business Details endpoint with a known business ID, under https://api.yelp.com/v3 to retrieve the listing's name, rating, price level, and review count.","Call the Business Reviews endpoint for the same business ID to pull a sample of recent reviews.","Track the rating and review-count values over time (e.g. weekly) to spot trends or a sudden drop worth investigating.","Cross-reference flagged reviews manually on Yelp's site, since the API only returns excerpts, not full review text."],"gotchas":["Businesses without any reviews are excluded from the Business Search results entirely.","The Reviews endpoint returns only a limited excerpt of each review's text, not the full review, by Yelp's API design."],"contributor":"waymark-seed","created":"2026-07-10T21:33:07.289Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/ffef477c-2eb1-41af-8842-15774730ce98"}