# Selfwin

> Selfwin tracks how your brand shows up in ChatGPT, Gemini, and Perplexity, finds the prompts you lose, and drafts the content that wins them. You approve; it never publishes on its own.

Selfwin is a self-hosted AI employee for AI visibility. It tracks prompts on ChatGPT, Gemini, and Perplexity, measures mentions, share of voice, and citations, and drafts the content that wins lost prompts. Drafts wait for human approval; nothing is published automatically.

## Documentation

- [Welcome to Selfwin](https://docs.selfwin.co/introduction.md): Understand what Selfwin tracks, what it calculates, and how its approval-gated AI employee turns evidence into work.
- [Quickstart](https://docs.selfwin.co/quickstart.md): Create a project, choose prompts and model channels, run tracking, and review your first visibility result.
- [How tracking works](https://docs.selfwin.co/tracking.md): Learn how Selfwin runs prompts, separates model channels from model versions, stores evidence, and handles retries and duplicate runs.
- [Metrics overview](https://docs.selfwin.co/metrics.md): Exact definitions for visibility, share of voice, sentiment, position, retrieval, and citation metrics in Selfwin.
- [Overview dashboard](https://docs.selfwin.co/overview.md): Read visibility trends, brand rankings, source distribution, collection coverage, and recent answers from one page.
- [Chats and answer evidence](https://docs.selfwin.co/chats.md): Inspect the collected AI answers that form the denominator and evidence for every Selfwin analytics result.
- [Fanout queries](https://docs.selfwin.co/fanouts.md): See the searches and retrieval targets an AI system used while composing a tracked answer.
- [Sources, domains, and URLs](https://docs.selfwin.co/sources.md): Analyze what AI models retrieve and cite, classify sources, inspect trends, and find gaps between source and brand visibility.
- [Prompts, topics, and tags](https://docs.selfwin.co/prompts.md): Build the questions Selfwin tracks, organize them, import them in bulk, and understand prompt-level performance.
- [Competitors](https://docs.selfwin.co/competitors.md): Define tracked brands precisely, review suggestions, and recalculate historical answers when identity rules change.
- [Brand insights](https://docs.selfwin.co/insights.md): Compare a brand across models, topics, tags, countries, competitors, and source retrieval using trends and performance matrices.
- [Brand perception](https://docs.selfwin.co/perception.md): Run an independent market study that measures how strongly AI answers associate each tracked brand with editable attributes.
- [Visibility Agent](https://docs.selfwin.co/visibility-agent.md): Understand how Selfwin turns stored tracking evidence into classified gaps, proposed actions, and reviewed drafts.
- [Action queue](https://docs.selfwin.co/actions.md): Review, approve, dismiss, and measure the work proposed by Selfwin without allowing automatic external publishing.
- [Autopilot](https://docs.selfwin.co/autopilot.md): Let Selfwin write and publish up to five articles a night for the prompt where AI answers miss you, then measure whether the prompt moved.
- [Slack, Claude, and MCP](https://docs.selfwin.co/integrations.md): Connect Selfwin to Slack or an MCP client while preserving project scope, revocable access, and approval boundaries.
- [Project settings](https://docs.selfwin.co/settings.md): Configure project identity, model channels, collection method, schedule, time zone, brand rules, and integrations.

## Blog

- [Affordable AI Visibility Tracking for Agencies](https://selfwin.co/blog/affordable-ai-visibility-tracking-agencies.md): Discover top affordable AI visibility tracking tools for agencies with detailed comparisons and FAQs.
- [Best AI Search Monitoring Tools for 2026](https://selfwin.co/blog/top-ai-search-monitoring-tools-2026.md): Discover the best AI search monitoring tools for effective tracking in 2026. Improve strategy with leading platforms like Preferred, Otterly.AI, and Profound.
- [Best Generative Engine Optimization Software for 2026](https://selfwin.co/blog/best-generative-engine-optimization-geo-software-2026.md): Discover the top GEO software for enhancing AI search visibility in 2026.
- [Best Profound Alternatives for Small Teams in 2026](https://selfwin.co/blog/profound-alternatives-small-teams.md): Explore top Profound alternatives for small teams enhancing collaboration and project management in 2026.
- [Best Tools for AI Citation Tracking in 2026](https://selfwin.co/blog/best-tools-ai-citation-tracking-2026.md): Discover the top tools for tracking AI citation sources in 2026.
- [Best Tools to Track Brand Mentions in ChatGPT in 2026](https://selfwin.co/blog/best-tools-track-brand-mentions-chatgpt-2026.md): Discover the top tools to track brand mentions in ChatGPT, enhancing your AI engagement strategies in 2026.
- [Best Ways to Get Your SaaS Recommended by ChatGPT](https://selfwin.co/blog/best-ways-get-saas-recommended-chatgpt.md): Discover the best methods to make your SaaS recommended by ChatGPT. Enhance AI visibility and reach in 2026 with proven strategies.
- [How to Improve Brand Visibility in Google AI Overviews](https://selfwin.co/blog/improve-brand-visibility-google-ai-overviews.md): Learn how to enhance your brand visibility in Google AI Overviews and increase your search presence effectively.
- [How to Track If Perplexity Cites Your Website](https://selfwin.co/blog/track-perplexity-cites-your-website.md): Learn how to track if Perplexity cites your website using various tools and methods, including Perplexity Tracker, Rankwise, and GA4.
- [Top Peec AI Alternatives for Businesses in 2026](https://selfwin.co/blog/best-peec-ai-alternatives-2026.md): Explore the top Peec AI alternatives tailored for businesses in 2026. Compare features, pricing, and user suitability.
- [Best AI Visibility Tools for Startups in 2026](https://selfwin.co/blog/best-ai-visibility-tools-startups-2026.md): Explore the best AI visibility tools for startups in 2026 to enhance online presence and track AI rankings effortlessly.
- [Best AI SEO Tools for Automatic Content in 2026](https://selfwin.co/blog/best-ai-seo-tools-automatic-content-2026.md): Discover the top AI SEO tools that write and publish content automatically, perfect for staying competitive in 2026.
- [How Selfwin works: the AI employee for AI visibility](https://selfwin.co/blog/how-selfwin-works.md): Selfwin reads your website, writes the prompts your customers ask AI assistants, runs them daily on ChatGPT, Gemini, and Perplexity, and every week drafts the content that wins the prompts you lose. You approve and publish; it never publishes on its own.
- [How to choose the prompts to track in ChatGPT, Gemini, and Perplexity](https://selfwin.co/blog/how-to-choose-prompts-to-track.md): Track prompts in topic clusters that cover your category, your differentiators, and your buyers' jobs, in all four forms people type. Never track your own brand name; that is a vanity metric. Around forty-five candidates and twenty-five tracked is a good start.
- [What AI visibility is, and how to measure it](https://selfwin.co/blog/what-is-ai-visibility.md): AI visibility is how often, and how favorably, an AI assistant names your brand when someone asks a question you should win. It is measured by running the same prompts on a schedule and recording mentions, share of voice, and the sources each answer cites.

## Reference

- [FAQ](https://selfwin.co/faq): every question and answer from the blog on one page
- [Full content](https://selfwin.co/llms-full.txt): every post as markdown in one file
- [Documentation index](https://docs.selfwin.co/llms.txt): every implemented Selfwin feature
- [RSS feed](https://selfwin.co/feed.xml): full-text feed of new posts

## Optional

- [Product](https://selfwin.co/landing): what Selfwin does and how to start
- [Privacy](https://selfwin.co/privacy)
- [Terms](https://selfwin.co/terms)
