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AI Visibility Scorecard
consensus.tools
consensus.tools · Technology
Somewhat visible. AI bots can read consensus.tools, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#341,326 of 2,694,404 in Technology for AI visibility
5.8
/10
AEO Score
About consensus.tools
from our crawl and measurement
consensus.tools is a business whose own site puts it this way: "Open-source decision infrastructure for agentic pipelines. Guards, consensus policies, and audit trails, so the 2am page never happens." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, consensus.tools has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for consensus.tools
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/consensus-tools
Cite this score: Engagemii (2026). "AEO Score for consensus.tools." Retrieved from https://engagemii.com/aeo/brands/consensus-tools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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