# Reachllm (reachllm.com): agent-readiness 71/100, grade C

> Rank 113 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T22:20:19.747Z. Page: https://qomvia.com/site/reachllm-com  JSON: https://qomvia.com/api/score/reachllm-com

## Summary

{
  "known": true,
  "confidence": "high",
  "summary": "ReachLLM is an AI-native Generative Engine Optimization (GEO) agency and software platform. It helps brands achieve visibility, recommendations, and citations within major AI search engines like ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.",
  "offerings": [
    "AI-native GEO agency services",
    "Self-serve visibility software",
    "Brand citation in AI search engines",
    "Diagnosis of AI visibility gaps",
    "Execution of AI visibility fixes",
    "Analysis of AI search responses for brands"
  ],
  "audience": "Brands and businesses seeking to optimize their presence and be cited in AI search results and generative AI models.",
  "geography": null,
  "strengths": [
    "Specialization in AI search visibility (Generative Engine Optimization)",
    "Coverage of major AI platforms (ChatGPT, Gemini, Google AI Overviews, Perplexity, Claude)",
    "Combines software with managed agency execution",
    "Focus on getting brands cited and recommended by AI",
    "Offers a comprehensive process from analysis to execution"
  ],
  "unknowns": [
    "Specific pricing models for its services and software",
    "Detailed case studies or proven client results",
    "The size and experience of its team",
    "Its specific operational geography and legal entity details",
    "Independent user reviews or performance benchmarks"
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "brightedge.com",
    "conductor.com",
    "surferseo.com"
  ],
  "business": "An AI-native Generative Engine Optimization (GEO) agency and software platform helping brands achieve visibility and citations in AI search engines globally.",
  "competitors": [
    "yext.com",
    "reputation.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 23/26
- Discovery surface: 10/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 1/10
Failing checks:
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] No Content Signals

## Add-on packs
- E-commerce & product feeds: 22/100 (not part of the public score)

## AI mentions and rivals
Named in 1 AI assistant answers.
- yext.com: 59/100 https://qomvia.com/site/yext-com
- reputation.com: not measured

## FAQ
Q: Is Reachllm readable by AI agents?
A: Reachllm (reachllm.com) scores 71 out of 100 for agent readiness, grade C, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using reachllm.com?
A: The heaviest problems are: No API or feed to read; No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; No Content Signals. 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 Reachllm agent-readiness score calculated?
A: Qomvia fetches public pages of reachllm.com 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 (22/100) 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 2 days ago, on 08.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard
- Score another site: https://qomvia.com/