SEO Perception
Free plan · From $9.99/moActively maintained
≈ 1visits/mo
Little sign of use · estimate, read Oct 18, 2026
- For
- Site owners, marketers, consultants and agencies who want SEO priorities drawn from their Google Search Console and crawl data.
- Price
- Free plan · From $9.99/mopricing page, read Oct 21, 2026
- Activity
- Actively maintainedrelease 7 days ago · site updated 7 days ago
- Used for
- Rank SEO fixes by Search Console and crawl evidence
- Find pages where search demand outpaces the existing content
- Check pages for crawlability and structured data problems
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantsseoperception.com ↗
Free plan · From $9.99/mo
- MCP servercom.seoperception/mcpverified in the MCP registry
- Stateanswers, requires sign-inchecked 2026-10-21
- Address to connectseoperception.com/mcp
- OpenAPI spec2 pathsthe spec ↗
- MCP docsseoperception.com/mcp-integrationthe vendor's page ↗
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
UnifAPIMCP · sign-in
Returns live public web data, including social posts, profiles, SERPs and listings, as structured records for agents via API or MCP server.
144ActiveFrom $0.00 per use - #2
VisibilityKit
Crawls your site on your own machine and re-checks each fix against what the server returns, driven by an MCP-ready AI client.
86MaintainedFrom $79/mo - #3
GrowthVectorMCP · open
Site-audit crawler reading up to 250 URLs for metadata, speed, link and schema problems, plus a WebP image converter.
31ActiveFrom $39/mo - #4
IndexDecode
Scans websites to diagnose AI crawler access and Google indexability with SEO recommendations.
28ActiveFree - #5
AuditZap
Crawls websites, runs 40 checks, and writes platform-specific fixes ranked by revenue impact.
12ActiveFrom $29/mo - #6
Revslip
Crawls a live website and ranks conversion, speed and tracking issues by estimated revenue impact, with suggested fixes.
11Active
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 SEO Perception for?
Sign in to leave a noteWhat is SEO Perception?
Combines Google Search Console data and site crawls into a prioritized queue of SEO fixes, with MCP access for AI tools. It is listed in the Atlas under Data.
Who is SEO Perception for?
Site owners, marketers, consultants and agencies who want SEO priorities drawn from their Google Search Console and crawl data.
How much does SEO Perception cost?
SEO Perception has a free plan; paid plans start at $9.99/mo, per its pricing page on 2026-10-21.
Is SEO Perception free?
Yes, SEO Perception has a free plan, per its pricing page on 2026-10-21.
Do people use SEO Perception?
Little sign of use: ≈ 1 visits/mo · estimate, 2026-10.
Is SEO Perception still maintained?
Actively maintained: release 7 days ago · site updated 7 days ago.
What are alternatives to SEO Perception?
In Data, by use: UnifAPI, VisibilityKit, GrowthVector, IndexDecode, AuditZap, Revslip.
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
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