crawlora-org/crawlora-skills

local-business-reputation-research

Researches public local-business profiles, ratings, reviews, complaints, scam reports, menus, and photos across Yelp, BBB, Trustpilot, and OpenTable using the Crawlora API.

查看源码

使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/crawlora-org/crawlora-skills --skill local-business-reputation-research

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

Local business reputation research

Build an evidence-backed public reputation brief for a business or venue. Use Yelp, BBB, Trustpilot, and OpenTable as distinct sources and keep profile data, reviews, complaints, scam reports, menus, and photos separate.

When to use this skill

  • Compare local businesses or restaurants before hiring or visiting.
  • Find a business profile, service area, rating history, or public complaints.
  • Review recent customer themes and representative excerpts.
  • Check public BBB scam reports or OpenTable restaurant details and menus.

Research workflow

  1. Resolve the business on each platform with its own search endpoint. Match by

name, address, phone, domain, and service area; never merge on name alone.

  1. Pull profile and review data from Yelp, BBB, or Trustpilot. Keep each site's

rating scale, review count, date range, moderation labels, and sampling rules.

  1. Use BBB complaints and Scam Tracker as reported records, not proof of legal

wrongdoing. Use Trustpilot and Yelp reviews as platform-specific samples.

  1. Use OpenTable for restaurant discovery, menu, and review context. Separate

reservation metadata and menu availability from reputation evidence.

  1. Report corroborated facts, conflicting records, unresolved identity matches,

and a small set of linked excerpts. Do not infer fraud, safety, or service quality from a single review or rating alone.

Examples

sh
scripts/crawlora.sh /yelp/search term="plumber" location="Austin, TX" | jq '.'
scripts/crawlora.sh /bbb/search query="Acme Plumbing" location="Austin, TX" | jq '.'
scripts/crawlora.sh /trustpilot/business-units/search q="example.com" | jq '.'
scripts/crawlora.sh /opentable/search query="Italian Austin" | jq '.'

Notes and limits

  • Public pages only; no private customer records, account access, booking,

payment, or review submission occurs.

  • Ratings and complaints are platform-reported and may be incomplete,

moderated, duplicated, or attached to a different branch.

  • Preserve collection time, source URL or ID, business address, and platform

when presenting a reputation comparison.

  • Avoid identifying private individuals from review text; quote only what is

needed to support the business-level finding.

See `reference/endpoints.md` for the complete generated endpoint list.

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