Cross-provider AI visibility tracking
Tracks how a brand appears inside ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview using your own accounts.
Overview
OneGlanse is an open-source GEO and AI visibility tracker for monitoring how a brand appears inside AI-generated answers. The homepage says it tracks responses from ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview, and that it uses your own accounts on your own infrastructure.
The product is positioned around visibility monitoring rather than content generation. It shows metrics such as presence rate, rank, top source, sentiment, and competitor comparison so teams can review how their brand is represented across providers and then inspect the underlying responses.
Core features
Brand comparison dashboard
Shows a visibility scoreboard that compares brands across visibility, mentions, sentiment, and ranking signals.
Real response review
Surfaces provider-rendered answers in the same format users see them, with source attribution and analysis metrics.
Prompt-level performance signals
Highlights presence rate, average rank, top cited source, and top competitor signals from tracked prompts.
Competitor visibility analysis
Presents competitor visibility so teams can see where they lead or lag across AI answers.
Practical use cases
Monitor brand visibility
Use OneGlanse to watch how your brand is represented across AI answers after publishing new content or updating brand messaging.
Benchmark against competitors
Use the comparison view to understand whether your brand is appearing more or less often than named competitors in AI-generated responses.
Inspect answer sources
Review the cited sources and response text to see what information AI systems are pulling into answers about your category.
Measure campaign impact
Track visibility, sentiment, and ranking signals over time to spot changes after marketing, SEO, or PR campaigns.
Keep tracking data local
Use the self-hosted model when data needs to stay on your own infrastructure rather than a third-party SaaS platform.
Pros and Cons
Pros
- Open-source and self-hosted, which keeps the data on the user's machine according to the site copy.
- Covers multiple AI answer providers in one tracker, including ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview.
- Includes side-by-side brand comparison across visibility, mentions, sentiment, and ranking strength.
- Shows provider-rendered responses with source attribution, making it easier to inspect what was actually returned.
Cons
- The pricing page currently returns a 404, so pricing structure and plan limits are not confirmed on the site content provided.
- The source material is light on setup documentation, integration details, and workflow steps beyond the homepage examples.
FAQ
What does OneGlanse track?
OneGlanse tracks how a brand appears in AI answers from providers such as ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview. It is aimed at monitoring visibility, mentions, sentiment, and ranking signals across those responses.
Is OneGlanse self-hosted and free to run?
The source describes OneGlanse as free and open source, self-hosted, and running on your own infrastructure with your own accounts. The pricing page returned a 404, so no paid-plan details or limits are confirmed here.
What kind of output does OneGlanse show?
The homepage shows provider-rendered responses with source attribution and analysis metrics in one view, plus a visibility scoreboard that compares brands across providers.
Can OneGlanse compare competitors?
The homepage indicates it can compare your brand with competitors across visibility, mentions, sentiment, and ranking strength. The examples shown include brands such as HubSpot, Salesforce, Adobe Marketo, Mailchimp, and ActiveCampaign.
Quick Facts
- Category
- AI Chat
- Product type
- Open-source GEO and AI visibility tracker
- Deployment
- Self-hosted
- Primary users
- Brands and marketing teams
- Tracked sources
- ChatGPT, Gemini, Perplexity, Claude, Google AI Overview
- Website
- oneglanse.com
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