# Colytics (colytics.ai): agent-readiness 66/100, grade C

> Rank 279 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-20T04:32:57.551Z. Page: https://qomvia.com/site/colytics-ai  JSON: https://qomvia.com/api/score/colytics-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "ColyticsAI is an AI Visibility & AEO (Answer Engine Optimization) Intelligence Platform designed to help businesses ensure their content is cited and visible across AI-driven buyer queries. It offers a comprehensive, closed-loop system to audit, diagnose, fix, generate, and track AI citations.",
  "offerings": [
    "AI Visibility & AEO Intelligence Platform",
    "AI Citation Intelligence",
    "Website & Content Intelligence",
    "Content & Fixes for AI visibility",
    "AI citation generation",
    "Citation tracking"
  ],
  "audience": "Businesses, marketing professionals, and content strategists focused on optimizing their presence and citations within AI-driven search and answer environments.",
  "geography": null,
  "strengths": [
    "Specialized focus on AI Visibility and Answer Engine Optimization (AEO)",
    "Comprehensive 'closed loop' approach (audit, diagnose, fix, generate, track)",
    "Dedicated AI Citation Intelligence capabilities",
    "Offers a real report preview before commitment",
    "Positions itself as an 'intelligence system' rather than merely a monitor"
  ],
  "unknowns": [
    "Specific pricing tiers or subscription models",
    "Detailed methodologies for 'AI citation generation'",
    "Customer success stories or specific case studies",
    "Integration capabilities with other marketing or content platforms",
    "Company funding or founding date"
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "marketmuse.com",
    "clearscope.io",
    "surferseo.com"
  ],
  "business": "An AI visibility and Answer Engine Optimization (AEO) intelligence platform that helps businesses ensure their content is cited and visible across AI-driven buyer queries globally.",
  "competitors": []
}

## Score by group
- Machine access: 24/24
- Content legibility: 23/26
- Discovery surface: 8/20
- Identity & policy: 2/12
- Agent-facing performance: 8/8
- Agent protocols: 1/10
Failing checks:
- [blocker] No llms.txt
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] Organisation structured data
- [improvement] No machine-readable contact

## Add-on packs
- E-commerce & product feeds: 15/100 (not part of the public score)

## AI mentions and rivals
Named in 1 AI assistant answers.


## FAQ
Q: Is Colytics readable by AI agents?
A: Colytics (colytics.ai) scores 66 out of 100 for agent readiness, grade C, measured 3 days ago, on 20.10.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using colytics.ai?
A: The heaviest problems are: No llms.txt; No MCP endpoint to call; No stated policy for automated access; Organisation structured data; No machine-readable contact. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Colytics agent-readiness score calculated?
A: Qomvia fetches public pages of colytics.ai as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100. E-commerce & product feeds checks are scored separately (15/100) and do not affect the public score or rank.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from 3 days ago, on 20.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/