# Clearscope (clearscope.io): agent-readiness 51/100, grade D

> Rank 683 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-30T04:10:16.159Z. Page: https://qomvia.com/site/clearscope-io  JSON: https://qomvia.com/api/score/clearscope-io

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Clearscope is a content optimization platform designed to improve discoverability across Google, AI search, and other platforms. It helps users build topical authority and create high-quality content using AI-assisted tools for drafting, optimizing, and monitoring.",
  "offerings": [
    "Content optimization for SEO",
    "AI-assisted content creation/drafting",
    "Topical authority analysis",
    "Keyword research & query discovery",
    "Content performance monitoring",
    "Content grading/scoring (NLP-driven)"
  ],
  "audience": "SEOs, content marketers, writers, businesses looking to improve organic search visibility and AI search discoverability.",
  "geography": null,
  "strengths": [
    "Strong focus on topical authority and content relevance",
    "NLP-driven content optimization for search engines",
    "Assistance with AI-powered content creation",
    "Monitoring visibility across various search platforms",
    "Provides clear, data-backed guidance for content creators"
  ],
  "unknowns": [
    "Specific pricing tiers and detailed plan features",
    "Exact number or range of integrations with other platforms",
    "Detailed customer success stories or case studies without external data",
    "Company size and specific revenue figures",
    "Exact scope of 'AI search' platforms it tracks beyond ChatGPT"
  ],
  "alternatives": [
    "surferseo.com",
    "frase.io",
    "marketmuse.com",
    "semrush.com",
    "ahrefs.com"
  ],
  "business": "SaaS company offering content optimization and AI-assisted content creation tools for marketers and SEOs globally, to enhance discoverability on Google and AI search platforms.",
  "competitors": [
    "surferseo.com",
    "frase.io",
    "marketmuse.com",
    "topic.com",
    "pageoptimizer.pro",
    "growthbar.com",
    "writer.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 19/26
- Discovery surface: 0/20
- Identity & policy: 0/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No discoverable sitemap
- [blocker] No llms.txt
- [blocker] The site does not say who it is
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call

## 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.
- surferseo.com: 65/100 https://qomvia.com/site/surferseo-com
- frase.io: 87/100 https://qomvia.com/site/frase-io
- marketmuse.com: not measured
- pageoptimizer.pro: not measured

## FAQ
Q: Is Clearscope readable by AI agents?
A: Clearscope (clearscope.io) scores 51 out of 100 for agent readiness, grade D, measured today, on 30.09.2026. 0 of 3 agent classes we test can use the site, and 5 checks currently block agents outright.

Q: What stops agents from using clearscope.io?
A: The heaviest problems are: No discoverable sitemap; No llms.txt; The site does not say who it is; No API or feed to read; No MCP endpoint to call. 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 Clearscope agent-readiness score calculated?
A: Qomvia fetches public pages of clearscope.io 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 today, on 30.09.2026.

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