# Foglift (foglift.io): agent-readiness 74/100, grade C

> Rank 55 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T22:10:40.777Z. Page: https://qomvia.com/site/foglift-io  JSON: https://qomvia.com/api/score/foglift-io

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Foglift is an AI search visibility platform designed to help brands optimize their presence and readiness in AI-driven search environments. It conducts technical audits and monitors brand mentions and citations across major AI models like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.",
  "offerings": [
    "Free Technical Audits for AI readiness",
    "AI Readiness scoring",
    "AI Visibility monitoring",
    "REST API access",
    "CLI tooling",
    "Hosted MCP server for AI agents"
  ],
  "audience": "Brands, particularly in SaaS/Tech, agencies/marketing, and e-commerce, seeking to understand and improve their visibility and reputation within AI search results.",
  "geography": null,
  "strengths": [
    "Dedicated focus on AI search visibility and readiness",
    "Monitors a comprehensive set of leading AI models and search features",
    "Offers a free technical audit to identify initial readiness gaps",
    "Provides both API and CLI for advanced integration and automation",
    "Aims to deliver actionable insights on improving AI presence"
  ],
  "unknowns": [
    "Specific pricing tiers beyond the free audit",
    "Detailed case studies or long-term customer success metrics",
    "The size of its current user base or market share",
    "Specific security certifications or compliance standards met",
    "Founding team or company history"
  ],
  "alternatives": [
    "brandwatch.com",
    "mention.com",
    "talkwalker.com",
    "semrush.com",
    "ahrefs.com"
  ],
  "business": "Provides an AI search visibility and readiness platform for brands, particularly in SaaS/Tech, agencies, and e-commerce, operating globally.",
  "competitors": [
    "brandwatch.com",
    "mention.com",
    "talkwalker.com",
    "meltwater.com",
    "sprinklr.com",
    "reputology.com",
    "reviewtrackers.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 23/26
- Discovery surface: 13/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 1/10
Failing checks:
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] No Content Signals
- [improvement] Content carries a date

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

## AI mentions and rivals
Named in 3 AI assistant answers.
- brandwatch.com: 57/100 https://qomvia.com/site/brandwatch-com
- mention.com: 70/100 https://qomvia.com/site/mention-com
- talkwalker.com: 65/100 https://qomvia.com/site/talkwalker-com

## FAQ
Q: Is Foglift readable by AI agents?
A: Foglift (foglift.io) scores 74 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 1 check currently block agents outright.

Q: What stops agents from using foglift.io?
A: The heaviest problems are: No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; No Content Signals; Content carries a date. 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 Foglift agent-readiness score calculated?
A: Qomvia fetches public pages of foglift.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 (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 — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/