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In the field guide

mentionos

mentionos.ai

Monitoring competitor brand movements and responding proactively to protect market share in AI-driven buyer queries. Monitors brand visibility daily across multiple AI models like ChatGPT, Perplexity, Gemini, and Google AI. Creates and drafts content aimed at improving brand mentions in AI answers, pending user approval before publishing.

The product, beyond the pitch

Automatically researched · Not editorially reviewed · Sources checked Nov 2, 2026

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A good fit for

Not confirmed yet.

Know the limitations

  • The AI visibility and brand mentions are volatile, with 40–60% of sources cited by AI models changing within a month, requiring ongoing monitoring and action.
  • The brand's own website typically accounts for only about 8% of the sources cited in AI answers, limiting direct control over AI visibility.

What you can do

  • Monitoring competitor brand movements and responding proactively to protect market share in AI-driven buyer queries.

Features

  • Monitors brand visibility daily across multiple AI models like ChatGPT, Perplexity, Gemini, and Google AI.
  • Creates and drafts content aimed at improving brand mentions in AI answers, pending user approval before publishing.

Integrations

Not confirmed yet.

Platforms & data export

  • Web-based platform monitoring multiple AI large language models including ChatGPT, Perplexity, Gemini, and Google AI.

mentionos pricing

No plans recorded yet.

THE COST FOR YOUR TEAM

Go beyond the starting price.

Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.

Known monthly subtotal

$0/month

1 of 1 tools could not be priced with these inputs, so this is not the full cost.

Plan costs based on your requirements
Tool / planMonthlyPer yearWhat this assumes
mentionos logomentionosNo pricing recorded yet. Check the official site, or ask the owner to add it.

A practical workflow

  1. The agent reads online mentions from reviews, Reddit threads, and editorial round-ups to gather data about the brand.
  2. It weighs and scores the gathered mentions, trusting steady praise over traffic and backlinks to determine brand trustworthiness.

Based on the sources below. Editorial review does not imply hands-on product testing.

Alternatives to explore

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What changed

2 recorded changes · latest 11/2/2026

Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.

  1. Updated: features, limitations, platforms, summary, use cases, walkthrough

    See recorded changes
    features

    Before: ["Scores and weighs steady, well-sourced praise over traffic to determine AI confidence in naming a brand.","Monitors multiple AI models daily including ChatGPT, Perplexity, Gemini, and Google AI to track brand mentions and visibility."]

    After: ["Monitors brand visibility daily across multiple AI models like ChatGPT, Perplexity, Gemini, and Google AI.","Creates and drafts content aimed at improving brand mentions in AI answers, pending user approval before publishing."]

    limitations

    Before: ["The AI-generated brand naming can change daily as AI models update their data and sources, requiring continuous monitoring.","Most AI model answers cite pages not owned by the brand, limiting direct control over the content influencing AI recommendations."]

    After: ["The AI visibility and brand mentions are volatile, with 40–60% of sources cited by AI models changing within a month, requiring ongoing monitoring and action.","The brand's own website typically accounts for only about 8% of the sources cited in AI answers, limiting direct control over AI visibility."]

    platforms

    Before: []

    After: ["Web-based platform monitoring multiple AI large language models including ChatGPT, Perplexity, Gemini, and Google AI."]

    summary

    Before: "Helps brands maintain top AI-generated recommendations to capture customers who ask AI models instead of searching traditionally. Scores and weighs steady, well-sourced praise over traffic to determine AI confidence in naming a brand. Monitors multiple AI models daily including ChatGPT, Perplexity, Gemini, and Google AI to track brand mentions and visibility."

    After: "Monitoring competitor brand movements and responding proactively to protect market share in AI-driven buyer queries. Monitors brand visibility daily across multiple AI models like ChatGPT, Perplexity, Gemini, and Google AI. Creates and drafts content aimed at improving brand mentions in AI answers, pending user approval before publishing."

    useCases

    Before: ["Helps brands maintain top AI-generated recommendations to capture customers who ask AI models instead of searching traditionally.","Enables brands to understand and influence how AI models cite and name them based on internet reputation."]

    After: ["Monitoring competitor brand movements and responding proactively to protect market share in AI-driven buyer queries."]

    walkthrough

    Before: ["Teach the agent your brand by providing your website and additional information to set it up.","The agent monitors AI models daily to read and analyze what they say about your brand.","The agent works to win mentions across external coverage and publishes to your own blog to build cited pages."]

    After: ["The agent reads online mentions from reviews, Reddit threads, and editorial round-ups to gather data about the brand.","It weighs and scores the gathered mentions, trusting steady praise over traffic and backlinks to determine brand trustworthiness."]

  2. Updated: best for, features, limitations, summary, use cases, walkthrough

    See recorded changes
    bestFor

    Before: ["Brands seeking to maintain or increase their visibility in AI-driven customer recommendations and answers.","Marketing teams that want to monitor and influence AI model outputs about their brand across multiple platforms."]

    After: []

    features

    Before: ["Monitors multiple AI models daily including ChatGPT, Gemini, Perplexity, and Google AI to track brand mentions and visibility.","Publishes content to the brand's own blog to build pages that get cited by AI models, complementing external mentions."]

    After: ["Scores and weighs steady, well-sourced praise over traffic to determine AI confidence in naming a brand.","Monitors multiple AI models daily including ChatGPT, Perplexity, Gemini, and Google AI to track brand mentions and visibility."]

    limitations

    Before: ["The brand's own website contributes only about 8% of the AI answer citations, so external mentions are critical and harder to control.","AI model answers change frequently as they read different internet sources, requiring continuous monitoring and action."]

    After: ["The AI-generated brand naming can change daily as AI models update their data and sources, requiring continuous monitoring.","Most AI model answers cite pages not owned by the brand, limiting direct control over the content influencing AI recommendations."]

    summary

    Before: "Maintaining and improving brand visibility in AI-generated answers to customer queries. Monitors multiple AI models daily including ChatGPT, Gemini, Perplexity, and Google AI to track brand mentions and visibility. Publishes content to the brand's own blog to build pages that get cited by AI models, complementing external mentions."

    After: "Helps brands maintain top AI-generated recommendations to capture customers who ask AI models instead of searching traditionally. Scores and weighs steady, well-sourced praise over traffic to determine AI confidence in naming a brand. Monitors multiple AI models daily including ChatGPT, Perplexity, Gemini, and Google AI to track brand mentions and visibility."

    useCases

    Before: ["Maintaining and improving brand visibility in AI-generated answers to customer queries.","Tracking how different AI models cite and recommend brands based on internet reputation data."]

    After: ["Helps brands maintain top AI-generated recommendations to capture customers who ask AI models instead of searching traditionally.","Enables brands to understand and influence how AI models cite and name them based on internet reputation."]

    walkthrough

    Before: []

    After: ["Teach the agent your brand by providing your website and additional information to set it up.","The agent monitors AI models daily to read and analyze what they say about your brand.","The agent works to win mentions across external coverage and publishes to your own blog to build cited pages."]

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Sources & research

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