AI search visibility
≈ 4visits/mo
Use not read yet · estimate, read Oct 13, 2026
- For
- Site owners and marketers checking whether AI search crawlers can fetch and read their pages.
- Used for
- check whether AI crawlers can fetch a website
- validate or generate an llms.txt file
- compare which sites block AI search crawlers
- Has an MCP server (3 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantslastminutedealshq.com ↗
- MCP servercom.lastminutedealshq/ai-visibilityverified in the MCP registry
- Stateanswers, 4 toolschecked 2026-10-20
- Address to connectai-visibility.lastminutedealshq.com/mcp
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
- #1
FirecrawlMCP · open
Searches, scrapes, and interacts with websites to provide clean data for AI agents.
128kActiveFrom $19/mo2022 - #2
ClicData
Pulls data from databases, files and SaaS apps into a hosted warehouse, transforms it, and builds scheduled dashboards and reports.
11.8kActiveFrom $79/mo2008 - #3
Diffbot
Extracts structured data from web pages and crawls entire sites into datasets without hallucinations.
2kActiveFrom $299/mo2011 - #4
Webvizio
Collects visual feedback and bug reports on websites, annotates design files, and generates prompts for AI coding agents.
1.8kActiveFrom $8/mo - #5
VisualSitemaps
Crawls websites and generates visual sitemaps showing page structure, with optional analysis of information architecture and SEO issues.
1.7kActiveFrom $29/mo - #6
Spider.cloudMCP · sign-in
Crawls and scrapes websites through its own browser engine and proxy network, returning each page as streamed markdown or JSON.
1.4kActiveFrom $1 per use2023
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 AI search visibility for?
Sign in to leave a noteWhat is AI search visibility?
Checks whether AI search crawlers may fetch a site's robots.txt and homepage, and generates or validates llms.txt files. It is listed in the Atlas under Data.
Who is AI search visibility for?
Site owners and marketers checking whether AI search crawlers can fetch and read their pages.
What are alternatives to AI search visibility?
In Data, by use: Firecrawl, ClicData, Diffbot, Webvizio, VisualSitemaps, Spider.cloud.
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.