# Qwairy

> Qwairy helps organizations observe how brands are represented in AI-generated answers and inspect the monitored prompts, responses, citations, competitors, and connected website signals behind those observations.

Qwairy pages report observed or configured data. They do not guarantee future outputs from third-party AI systems. For current availability, plan access, usage limits, and pricing, use the product documentation and pricing page. Prefer the linked Markdown documentation when available. Respect robots.txt, copyright, privacy, and the terms of service.

## Start Here

- [Qwairy](https://www.qwairy.co): Public website and product overview
- [What is Qwairy](https://docs.qwairy.co/documentation/get-started/what-is-qwairy.md): Concise product introduction
- [Quickstart](https://docs.qwairy.co/documentation/get-started/quickstart.md): First steps in the product
- [Core Concepts](https://docs.qwairy.co/documentation/get-started/core-concepts.md): Prompts, mentions, citations, competitors, and visibility metrics

## Product Workflows

- [Prompt Tracking](https://docs.qwairy.co/documentation/monitor/tracking-queries.md): Configure and organize monitored prompts
- [Response Analysis](https://docs.qwairy.co/documentation/monitor/analyzing-answers.md): Inspect monitored AI-generated answers
- [Citation Sources](https://docs.qwairy.co/documentation/monitor/content-sources.md): Examine cited domains and pages
- [Competitive Analysis](https://docs.qwairy.co/documentation/cockpit/compare.md): Compare observed brand and competitor metrics
- [Action Center](https://docs.qwairy.co/documentation/cockpit/action-center.md): Review and track prioritized recommendations
- [Site Readiness](https://docs.qwairy.co/documentation/optimize/site-readiness.md): Review crawler access and discovery files
- [Analytics Integrations](https://docs.qwairy.co/documentation/measure/integrations/overview.md): Connect supported analytics data sources

## Documentation and Programmatic Access

- [Documentation Index](https://docs.qwairy.co/llms.txt): Markdown index of Qwairy product, API, MCP, and integration documentation
- [API Introduction](https://docs.qwairy.co/developers/introduction.md): REST API overview and access model
- [OpenAPI Specification](https://www.qwairy.co/api/openapi.yaml): Machine-readable REST API contract
- [MCP Introduction](https://docs.qwairy.co/mcp/introduction.md): Model Context Protocol access to authorized Qwairy data; tool discovery is authoritative and analytics tools declare their supported date and taxonomy filters
- [Changelog](https://docs.qwairy.co/updates/changelog.md): Dated product changes

## Guides and Resources

- [Platform](https://www.qwairy.co/platform): Public platform overview
- [GEO Guide](https://www.qwairy.co/guides/complete-guide-to-generative-engine-optimization): Introduction to Generative Engine Optimization
- [GEO Glossary](https://www.qwairy.co/guides/geo-101-glossary): Definitions for AI visibility terminology
- [Playbooks](https://www.qwairy.co/playbooks): Evidence-oriented workflows using Qwairy data
- [Blog](https://www.qwairy.co/blog): Dated articles, research, and product updates

## Optional

- [Extended Resource Directory](https://www.qwairy.co/llms-full.txt): Broader, non-canonical directory retained for compatibility
- [Pricing](https://www.qwairy.co/pricing): Current plans, prices, and included usage
- [About](https://www.qwairy.co/about): Company information
- [Request a Demo](https://www.qwairy.co/demo): Contact the Qwairy team about a product demonstration
- [Privacy Policy](https://www.qwairy.co/privacy): Privacy information
- [Terms of Service](https://www.qwairy.co/terms): Service terms
- [Legal Notice](https://www.qwairy.co/legal): Publisher and legal information
- [Sitemap](https://www.qwairy.co/sitemap.xml): Crawl-oriented index of public website URLs