Crawdar
Actively maintained
not read yet
Use
- For
- AI builders, automation freelancers and agencies looking for businesses with customer pain points to serve
- Activity
- Actively maintainedsite updated 7 weeks ago
- Used for
- find businesses whose customers repeatedly report the same problem
- read review evidence behind recurring complaints before pitching
- check whether a complaint is still current with the business
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantscrawdar.com ↗
- MCP servercom.crawdar/business-researchverified in the MCP registry
- Stateanswers, 10 toolschecked 2026-10-24
- Address to connectcrawdar.com/api/mcp
- OpenAPI spec18 pathsthe spec ↗
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
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Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use Crawdar for?
Sign in to leave a noteWhat is Crawdar?
Scans public business reviews for repeated customer complaints and lists the reviews behind each finding. It is listed in the Atlas under Marketing.
Who is Crawdar for?
AI builders, automation freelancers and agencies looking for businesses with customer pain points to serve
Do people use Crawdar?
Little sign of use.
Is Crawdar still maintained?
Actively maintained: site updated 7 weeks ago.
What are alternatives to Crawdar?
In Marketing, by use: DOJO AI, Super Local Fans, Superflow AI, acipta.ai, Admiral, EXVIV.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
Cookies
Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.