# Finseo (finseo.ai): agent-readiness 72/100, grade C

> Rank 70 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-30T12:10:16.289Z. Page: https://qomvia.com/site/finseo-ai  JSON: https://qomvia.com/api/score/finseo-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "medium",
  "summary": "Finseo is an AI visibility tracking platform designed for brands to monitor their presence and optimize performance across various large language models and AI search engines. It provides tools to track brand mentions, citations, and recommendations, alongside an AI agent for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) on CMS content.",
  "offerings": [
    "AI visibility tracking",
    "Brand mention and citation monitoring",
    "Answer Engine Optimization (AEO)",
    "Generative Engine Optimization (GEO)",
    "Real-time AI model tracking",
    "AI agent for content editing"
  ],
  "audience": "Brands, marketing teams, SEO professionals, and PR professionals aiming for prominence in AI search environments.",
  "geography": null,
  "strengths": [
    "Specialization in AI visibility and AEO/GEO",
    "Comprehensive tracking across numerous LLMs (ChatGPT, Claude, Perplexity, Gemini, etc.)",
    "Provides an AI agent for direct content optimization on CMS platforms",
    "Focuses on brand mentions and recommendations in AI answers",
    "Offers integrations with existing tools"
  ],
  "unknowns": [
    "Specific pricing models or tiers",
    "Detailed customer success stories or case studies beyond names",
    "The size of the company or its specific market share",
    "The exact proprietary methodology for 'tracking AI visibility'",
    "The full scope and efficacy of its 200+ integrations"
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "brightedge.com",
    "brandwatch.com",
    "mention.com"
  ],
  "business": "Finseo is an AI visibility tracking and optimization platform that helps brands measure and improve their presence in AI-driven search and large language model outputs globally.",
  "competitors": [
    "seo.ai",
    "frase.io",
    "clearscope.io"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 24/26
- Discovery surface: 14/20
- Identity & policy: 5/12
- Agent-facing performance: 2/8
- Agent protocols: 3/10
Failing checks:
- [blocker] No API or feed to read
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] No Content Signals
- [improvement] Time to first byte

## Add-on packs
- E-commerce & product feeds: 25/100 (not part of the public score)

## AI mentions and rivals
Named in 3 AI assistant answers.
- frase.io: 87/100 https://qomvia.com/site/frase-io
- clearscope.io: 51/100 https://qomvia.com/site/clearscope-io

## Named for
- What are the best tools to track how a brand is mentioned and recommended by AI assistants like ChatGPT, Claude and Gemini? https://qomvia.com/answers/what-are-the-best-tools-to-track-how-a-brand-is-mentioned-and-recommended-by-ai
- How can I find out whether ChatGPT, Claude or Gemini recommends my company when potential customers ask for products in my category? https://qomvia.com/answers/how-can-i-find-out-whether-chatgpt-claude-or-gemini-recommends-my-company-when-p

## FAQ
Q: Is Finseo readable by AI agents?
A: Finseo (finseo.ai) scores 72 out of 100 for agent readiness, grade C, measured today, on 30.09.2026. 0 of 3 agent classes we test can use the site, and 1 check currently block agents outright.

Q: What stops agents from using finseo.ai?
A: The heaviest problems are: No API or feed to read; No stated policy for automated access; No machine-readable contact; No Content Signals; Time to first byte. 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 Finseo agent-readiness score calculated?
A: Qomvia fetches public pages of finseo.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 (25/100) 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/