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 8 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#102,213 of 2,705,019 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
4
AI Adoption
iBasic · 4/100
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 6.2 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 6.2/10, consensus.tools has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What happens when your agentacts at 2am?
Your agentic pipeline is in production. It's making decisions, calling APIs, modifying data. Without governance, every autonomous action is a potential incident.No audit trailWhen an agent makes a bad call, you can't reconstruct what happened. No decision log, no vote history, no artifact trail.No guard railsAgents execute actions without policy checks.
Is this your brand?
The exact fixes for consensus.tools
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for consensus.tools.
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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