
Cite Files alternatives
Tools that do what Cite Files does, found by what they say they do rather than by shelf. Among the equally alike, the most used come first. Each line says how it differs from Cite Files.
Read 2026-10-26
With a free plan or free to use: AI search visibility, Crawl Readiness, SeeGeo, LLCrawler, SubmitLLMs, IndexDecode, Abby SEO, Notion.
- #1
AI search visibilityDataMCP · open
Checks whether AI search crawlers may fetch a site's robots.txt and homepage, and generates or validates llms.txt files.
Also: Analytics, Monitoring
4 - #2

Crawl ReadinessData
Checks whether AI crawlers can fetch a site, then generates robots.txt, llms.txt and JSON-LD fixes and monitors AI search citations.
Also: MonitoringMore widely used
27 linking domainsActiveFrom $29/mo - #3

SeeGeoDataMCP · open
Crawls a website the way AI crawlers and search engines do, grading robots.txt access, structure and machine readability with fixes.
Also: Analytics
3ActiveFrom $49/mo2026 - #4

LLCrawlerData
Crawls a homepage and scores its structured data, meta tags, sitemap and AI bot access to show how findable it is by LLMs.
More widely used
32 linking domainsActive - #5

SubmitLLMsMarketing
Scans websites for AI readiness and generates or validates llms.txt, robots.txt and agent JSON files.
Same job
1Active - #6

micro1LLM operations
Supplies expert human training data, evaluations and reinforcement learning environments for labs training frontier AI models and agents.
Also: Data extraction, RAGMore widely used
15.4kActiveContact sales - #7

IndexDecodeData
Scans websites to diagnose AI crawler access and Google indexability with SEO recommendations.
Also: Analytics
28ActiveFree - #8

Abby SEODataMCP · open
Crawls a site's homepage and key internal pages, running 20 SEO checks and listing the code or copy fixes for each failure.
Also: Monitoring
21 installs/moActiveFrom $8.99 once2024 - #9

AgentyData
Extracts structured data from websites using AI agents, with change detection and web crawling capabilities.
Also: Data extraction, AgentsMore widely used
505kActiveFrom $49 once2017 - #10

NotionDataMCP · sign-in
Combines pages, wikis and databases in one workspace where teams write docs, track projects and tasks, and keep shared notes.
Also: Agents, Workflow automationMore widely used
1.1MActiveFrom $10/user/mo2016
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How this list is made: the words Cite Files is described with (what it does, for whom, what it is used for) are matched against every tool in the Atlas. A tool on the same shelf, or doing the same kind of work, counts for a little more. Nothing here is paid for.
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