What's new in Visiblee.

AI agents can now work directly with your visibility data through one MCP endpoint.

• Connected visibility, citation, competitor, topic, and segment data through MCP.
• Added agent-ready workflows for Claude, OpenClaw, Codex, and other MCP clients.
• Shipped a new CLI flow for installing and querying Visiblee from the terminal.

Topic and customer-segment views now make it easier to understand exactly where AI recommends your brand.

• Added topic-level visibility surfaces and competitor comparisons.
• Expanded customer-segment reporting across tracked prompts.
• Improved the analysis summary with clearer opportunities and next actions.

A brighter, calmer marketing experience with the same dark and system appearance options.

• Introduced the new light-first landing and marketing-page system.
• Refined navigation, typography, spacing, and product previews.
• Kept dark and system modes available from account settings.

Citation intelligence now reveals which domains, pages, and communities influence your visibility across AI models.

• Added source-level citation counts and share-of-answer reporting.
• Introduced citation breakdowns across ChatGPT, Gemini, Perplexity, and other tracked models.
• Made it easier to spot the publications and communities where competitors are winning.

Visiblee now surfaces relevant Reddit conversations where buyers are actively asking about your category.

• Added opportunity discovery across high-intent Reddit threads.
• Ranked conversations by relevance, recency, and likelihood to influence AI answers.
• Introduced agent-assisted reply drafting for the strongest opportunities.