# Visby (visby.ai): agent-readiness 60/100, grade C

> Rank 481 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-10T06:10:14.311Z. Page: https://qomvia.com/site/visby-ai  JSON: https://qomvia.com/api/score/visby-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "medium",
  "summary": "Visby AI is an AI visibility and Generative Engine Optimization (GEO) platform that helps brands monitor and optimize their presence. It tracks brand mentions and engagement within large language models like ChatGPT, Claude, and Gemini.",
  "offerings": [
    "AI visibility tracking",
    "Generative Engine Optimization (GEO)",
    "Brand mention monitoring in LLMs",
    "Prompt performance intelligence",
    "Automated GEO task generation",
    "Multi-platform AI tracking (ChatGPT, Claude, Gemini)"
  ],
  "audience": "SEO teams, growth teams, and marketing teams looking to improve their AI presence and visibility.",
  "geography": null,
  "strengths": [
    "Specialized focus on AI visibility and Generative Engine Optimization",
    "Tracks brand mentions across major AI platforms like ChatGPT, Claude, and Gemini",
    "Provides actionable insights and tasks for content optimization",
    "Addresses the emerging challenge of brand presence in generative AI",
    "Aims to help teams optimize their AI content funnel"
  ],
  "unknowns": [
    "Specific pricing structures or tiers",
    "Detailed integration capabilities with third-party marketing tools",
    "Specific customer case studies or ROI metrics",
    "The size or structure of the company",
    "Detailed methodology for 'prompt performance & intelligence'"
  ],
  "alternatives": null,
  "business": "A software-as-a-service platform providing AI visibility tracking and Generative Engine Optimization (GEO) for marketing, SEO, and growth teams globally.",
  "competitors": null
}

## Score by group
- Machine access: 24/24
- Content legibility: 14/26
- Discovery surface: 9/20
- Identity & policy: 5/12
- Agent-facing performance: 6/8
- Agent protocols: 2/10
Failing checks:
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No declared language
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact

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


## Named for
- What are the best alternatives to Profound and Peec AI for monitoring AI brand visibility? https://qomvia.com/answers/what-are-the-best-alternatives-to-profound-and-peec-ai-for-monitoring-ai-brand-v

## FAQ
Q: Is Visby readable by AI agents?
A: Visby (visby.ai) scores 60 out of 100 for agent readiness, grade C, measured today, on 10.10.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using visby.ai?
A: The heaviest problems are: No API or feed to read; No MCP endpoint to call; No declared language; No stated policy for automated access; 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 Visby agent-readiness score calculated?
A: Qomvia fetches public pages of visby.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.

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 10.10.2026.

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