# Mentionlytics (mentionlytics.com): agent-readiness 30/100, grade F

> Rank 929 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T01:50:16.085Z. Page: https://qomvia.com/site/mentionlytics-com  JSON: https://qomvia.com/api/score/mentionlytics-com

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Mentionlytics is an AI-powered social listening and brand monitoring platform. It helps businesses track online mentions, analyze sentiment, monitor competitors, and gain insights into their online presence across various sources in real-time.",
  "offerings": [
    "Social listening",
    "Brand monitoring",
    "Sentiment analysis",
    "Competitor tracking",
    "Mention tracking",
    "AI visibility"
  ],
  "audience": "Businesses, marketing teams, PR professionals, and brand managers seeking to monitor their online presence and reputation.",
  "geography": "Global",
  "strengths": [
    "AI-powered analysis",
    "Real-time monitoring capabilities",
    "Comprehensive source listening",
    "Sentiment analysis features",
    "Competitor tracking insights"
  ],
  "unknowns": [
    "Specific pricing tiers and plans",
    "Detailed list of integrations",
    "Specific customer success stories or case studies beyond general claims",
    "Customer support response times or service level agreements",
    "Full range of reporting customization options"
  ],
  "alternatives": [
    "brandwatch.com",
    "talkwalker.com",
    "meltwater.com",
    "awario.com",
    "sproutsocial.com"
  ],
  "business": "Mentionlytics provides AI-powered social listening and brand monitoring tools for businesses and marketing professionals worldwide.",
  "competitors": [
    "brandwatch.com",
    "talkwalker.com",
    "meltwater.com",
    "sproutsocial.com",
    "awario.com",
    "netbasequid.com",
    "agorapulse.com"
  ]
}

## Score by group
- Machine access: 16/24
- Content legibility: 0/26
- Discovery surface: 0/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 1/10
Failing checks:
- [blocker] Page metadata is incomplete
- [blocker] No discoverable sitemap
- [blocker] No llms.txt
- [blocker] Content is buried in boilerplate
- [blocker] No API or feed to read

## 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.
- brandwatch.com: 57/100 https://qomvia.com/site/brandwatch-com
- talkwalker.com: 65/100 https://qomvia.com/site/talkwalker-com
- meltwater.com: 73/100 https://qomvia.com/site/meltwater-com
- sproutsocial.com: not measured
- awario.com: 64/100 https://qomvia.com/site/awario-com

## Named for
- 1. Which AI visibility monitoring platform should a small or medium-sized company use to track brand mentions, competitors and recommendations across LLMs? https://qomvia.com/answers/1-which-ai-visibility-monitoring-platform-should-a-small-or-medium-sized-company

## FAQ
Q: Is Mentionlytics readable by AI agents?
A: Mentionlytics (mentionlytics.com) scores 30 out of 100 for agent readiness, grade F, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 8 checks currently block agents outright.

Q: What stops agents from using mentionlytics.com?
A: The heaviest problems are: Page metadata is incomplete; No discoverable sitemap; No llms.txt; Content is buried in boilerplate; No API or feed to read. 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 Mentionlytics agent-readiness score calculated?
A: Qomvia fetches public pages of mentionlytics.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 (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 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/