# Qwairy - Extended Resource Directory

> A broader directory of Qwairy product documentation, public resources, developer references, and legal pages.

This compatibility resource supplements the canonical https://www.qwairy.co/llms.txt file. It is intentionally a curated directory, not a copy of the entire website. Prefer linked Markdown documentation for detailed product information. Availability, plan access, usage limits, and pricing can change; use the current documentation and pricing page for those questions. Dated articles and changelog entries describe their publication period and should not be treated as current product claims. Qwairy reports observed or configured data and does not guarantee future outputs from third-party AI systems. Respect robots.txt, copyright, privacy, and the terms of service.

## Product Overview and Getting Started

- [Qwairy](https://www.qwairy.co): Public website
- [Platform Overview](https://www.qwairy.co/platform): Public overview of the product surface
- [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): Product vocabulary and metric definitions
- [Interpreting Your First Results](https://docs.qwairy.co/documentation/get-started/first-results.md): Guidance for reading an initial monitoring dataset
- [Frequently Asked Questions](https://docs.qwairy.co/documentation/get-started/faq.md): Common product questions
- [Documentation Index](https://docs.qwairy.co/llms.txt): Full Markdown documentation index
- [Changelog](https://docs.qwairy.co/updates/changelog.md): Dated product changes

## Monitoring and Analysis

- [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
- [Competitor Mentions](https://docs.qwairy.co/documentation/monitor/competitor-mentions.md): Review observed competitor mentions
- [GEO Matrix](https://docs.qwairy.co/documentation/cockpit/geo-matrix.md): Compare visibility across configured dimensions
- [Competitive Analysis](https://docs.qwairy.co/documentation/cockpit/compare.md): Compare observed brand and competitor metrics
- [Sentiment](https://docs.qwairy.co/documentation/analyze/sentiment-analysis.md): Review sentiment in monitored answers
- [Brand Perception](https://docs.qwairy.co/documentation/analyze/brand-perception.md): Review stored perception analyses
- [Query Fan-Out](https://docs.qwairy.co/documentation/monitor/insights/query-fan-out.md): Inspect web searches observed during supported response collection
- [Social Signals](https://docs.qwairy.co/documentation/monitor/insights/social-intelligence.md): Review social and community sources found in monitored answers
- [Shopping Results](https://docs.qwairy.co/documentation/monitor/insights/shopping-intelligence.md): Review product and store information found in supported answers
- [Local Businesses](https://docs.qwairy.co/documentation/monitor/insights/local-intelligence.md): Review local business information found in supported answers
- [Sponsored Content](https://docs.qwairy.co/documentation/monitor/insights/sponsored-content.md): Review detected sponsored placements separately from organic observations

## Actions and Site Readiness

- [Action Center](https://docs.qwairy.co/documentation/cockpit/action-center.md): Review and track prioritized recommendations
- [Content Opportunities](https://docs.qwairy.co/documentation/act/content-opportunities.md): Inspect monitored prompt gaps used to inform content planning
- [Content Studio](https://docs.qwairy.co/documentation/act/content-studio.md): Create and manage supported content drafts
- [Site Readiness](https://docs.qwairy.co/documentation/optimize/site-readiness.md): Review crawler access and discovery files
- [Site Diagnostics](https://docs.qwairy.co/documentation/optimize/site-diagnostics.md): Review stored page-level technical and content diagnostics
- [Technical Analysis API](https://docs.qwairy.co/developers/endpoints/technical-analysis.md): Retrieve stored readiness and discovery-file results through the REST API

## Measurement and Connected Data

- [Crawler Analytics](https://docs.qwairy.co/documentation/measure/crawler-analytics.md): Review observed AI crawler activity
- [Referrer Analytics](https://docs.qwairy.co/documentation/measure/referrer-analytics.md): Review human visits attributed to supported AI referrers
- [Page Performance](https://docs.qwairy.co/documentation/measure/page-performance.md): Compare page-level connected signals
- [Analytics Integrations](https://docs.qwairy.co/documentation/measure/integrations/overview.md): Overview of supported analytics connections
- [Google Search Console](https://docs.qwairy.co/documentation/measure/google-search-console.md): Use connected Search Console data
- [Bing Webmaster Tools](https://docs.qwairy.co/documentation/measure/bing-webmaster.md): Use connected Bing Webmaster data
- [AI Revenue](https://docs.qwairy.co/documentation/measure/ai-revenue.md): Review configured revenue attribution for supported AI referrers
- [Looker Studio Getting Started](https://docs.qwairy.co/looker-studio/getting-started.md): Connect Qwairy data to Looker Studio

## Workspace, Collaboration, and Reporting

- [Brand Settings](https://docs.qwairy.co/documentation/workspace/brand-settings.md): Configure a monitored brand workspace
- [Prompts](https://docs.qwairy.co/documentation/workspace/prompts.md): Add and manage prompts
- [Topics](https://docs.qwairy.co/documentation/workspace/topics.md): Group prompts into topics
- [Tags](https://docs.qwairy.co/documentation/workspace/tags.md): Organize prompts with tags
- [Lists](https://docs.qwairy.co/documentation/workspace/lists.md): Save reusable filter combinations
- [Exports](https://docs.qwairy.co/documentation/workspace/exports.md): Export supported workspace data
- [Shared Links](https://docs.qwairy.co/documentation/workspace/shared-links.md): Share supported read-only views
- [Viewers](https://docs.qwairy.co/documentation/workspace/viewers.md): Configure read-only workspace access
- [Notifications](https://docs.qwairy.co/documentation/workspace/notifications.md): Manage supported workspace notifications
- [Agency Guide](https://docs.qwairy.co/agencies/agency-guide.md): Operate multiple client workspaces
- [Custom Domain Overview](https://docs.qwairy.co/agencies/custom-domain/overview.md): Configure a supported branded domain
- [White-Label Overview](https://docs.qwairy.co/agencies/introduction.md): Review supported branding options

## REST API

- [API Introduction](https://docs.qwairy.co/developers/introduction.md): REST API overview and access model
- [API Quick Start](https://docs.qwairy.co/developers/guides/index.md): Make an initial API request
- [Authentication](https://docs.qwairy.co/developers/authentication.md): Authenticate API requests with a bearer token
- [API Keys](https://docs.qwairy.co/developers/api-keys.md): Create and manage API credentials
- [Entities](https://docs.qwairy.co/developers/entities.md): API data models
- [Error Codes](https://docs.qwairy.co/developers/errors.md): API error behavior
- [Rate Limits](https://docs.qwairy.co/developers/rate-limits.md): Current API rate-limit behavior
- [Outbound Webhooks](https://docs.qwairy.co/developers/webhooks.md): Supported signed webhook events
- [OpenAPI Specification](https://www.qwairy.co/openapi.json): Machine-readable REST API contract; [YAML format](https://www.qwairy.co/api/openapi.yaml)

## Model Context Protocol

Tool discovery is the source of truth for the current MCP inventory. Analytics-capable tools declare their supported relative periods or custom date ranges and, where applicable, provider, topic, tag, and funnel-stage filters. Unsupported or malformed filter fields are rejected rather than silently ignored.

- [MCP Introduction](https://docs.qwairy.co/mcp/introduction.md): Model Context Protocol access to authorized Qwairy data
- [MCP Getting Started](https://docs.qwairy.co/mcp/getting-started.md): Configure a supported MCP client
- [OAuth Authentication](https://docs.qwairy.co/mcp/oauth.md): MCP authorization flow
- [Discovery Tools](https://docs.qwairy.co/mcp/tools/discovery.md): Discover authorized brands and workspace dimensions
- [Performance Tools](https://docs.qwairy.co/mcp/tools/performance.md): Read metrics with the supported date, provider, topic, tag, and funnel filters
- [Prompt and Response Tools](https://docs.qwairy.co/mcp/tools/responses.md): Read monitored prompts and answers with each tool's declared filters
- [Source Tools](https://docs.qwairy.co/mcp/tools/sources.md): Read cited domains and URLs with each tool's declared filters
- [Competitor Tools](https://docs.qwairy.co/mcp/tools/competitors.md): Read rankings, observations, and comparisons with supported date and taxonomy filters
- [Insight Tools](https://docs.qwairy.co/mcp/tools/insights.md): Read supported shopping, social, local, query, and sponsored-content data
- [Measure Tools](https://docs.qwairy.co/mcp/tools/measure.md): Read connected analytics data within each integration's supported date window
- [Strategic Tools](https://docs.qwairy.co/mcp/tools/strategic.md): Read perception, technical status, prompt signals, and filtered recommendations
- [MCP Workflows](https://docs.qwairy.co/mcp/workflows.md): Combine authorized Qwairy data with other tools

## GEO Playbooks

- [Playbooks Hub](https://www.qwairy.co/playbooks): Index of repeatable Qwairy workflows
- [Fact-Check What AI Says About Your Brand](https://www.qwairy.co/playbooks/ai-answer-fact-check-brand-accuracy-mcp-workflow): Compare observed claims with an approved source of truth
- [Connect AI Crawler Visits, Citations, and Referral Traffic](https://www.qwairy.co/playbooks/ai-crawler-citation-referral-observability-mcp-workflow): Keep crawl, citation, and referral observations distinct
- [Diagnose Visibility Differences Across AI Models](https://www.qwairy.co/playbooks/ai-model-visibility-blind-spot-diagnosis-mcp-workflow): Compare equivalent observations across providers and models
- [Audit Source Concentration](https://www.qwairy.co/playbooks/authority-source-audit-citation-diversity-mcp-workflow): Examine citation concentration and source gaps
- [Audit a B2B SaaS Position on AI Shortlists](https://www.qwairy.co/playbooks/b2b-saas-ai-shortlist-visibility-mcp-workflow): Review category and comparison visibility
- [Audit Brand Narrative Coherence](https://www.qwairy.co/playbooks/brand-narrative-coherence-audit-ai-perception-mcp-workflow): Compare monitored narratives with approved positioning
- [Detect Citation Decay](https://www.qwairy.co/playbooks/citation-decay-alert-system-content-refresh-mcp-workflow): Compare saved snapshots before prioritizing content refreshes
- [Audit Passage Citability and Content Overlap](https://www.qwairy.co/playbooks/content-chunk-citability-cannibalization-audit-mcp-workflow): Combine citation evidence with section-level content review
- [Detect Early AI Reputation Risks](https://www.qwairy.co/playbooks/detect-ai-reputation-crisis-sentiment-monitoring-mcp-workflow): Inspect sentiment changes, narratives, and sources
- [Audit AI Shopping Visibility](https://www.qwairy.co/playbooks/ecommerce-products-ai-shopping-recommendations-mcp-workflow): Review shopping observations and their supporting answers
- [Find the Five Articles to Write Next](https://www.qwairy.co/playbooks/find-best-articles-to-write-geo-content-planning-mcp-workflow): Prioritize content candidates from monitored evidence
- [Map AI Visibility Across the Buyer Funnel](https://www.qwairy.co/playbooks/full-funnel-ai-visibility-buyer-journey-mcp-workflow): Compare configured funnel stages
- [Build a Quarterly GEO Board Update](https://www.qwairy.co/playbooks/geo-board-update-cmo-mcp-workflow): Prepare an executive update with methodology and caveats
- [Build a GEO Measurement Dashboard](https://www.qwairy.co/playbooks/geo-roi-dashboard-measurement-framework-mcp-workflow): Combine visibility and connected business signals
- [Audit Local Business Visibility](https://www.qwairy.co/playbooks/local-business-ai-visibility-recommendations-mcp-workflow): Review local recommendations and cited evidence
- [Measure a Content Campaign](https://www.qwairy.co/playbooks/measure-content-campaign-impact-ai-visibility-mcp-workflow): Compare before-and-after observations without asserting causality
- [Track PR Wins in Citation Data](https://www.qwairy.co/playbooks/pr-earned-media-ai-citations-source-intelligence-mcp-workflow): Review earned-media targets using citation observations
- [Prioritize GEO Budget](https://www.qwairy.co/playbooks/prioritize-geo-budget-prompt-portfolio-cmo): Consolidate prompt-level evidence and explicit business judgments
- [Audit a Prompt Set for Bias and Blind Spots](https://www.qwairy.co/playbooks/prompt-portfolio-bias-redundancy-audit-mcp-workflow): Review monitoring coverage before changing a prompt portfolio
- [Classify Prompts to Attack, Defend, Monitor, or Ignore](https://www.qwairy.co/playbooks/prompt-portfolio-strategy-attack-defend-monitor-mcp-workflow): Combine prompt signals with business judgment
- [Build a Reddit GEO Strategy](https://www.qwairy.co/playbooks/reddit-geo-strategy-social-insights-mcp-workflow): Review Reddit citations before planning community participation
- [Analyze a Competitor's GEO Strategy](https://www.qwairy.co/playbooks/reverse-engineer-competitor-geo-strategy-mcp-workflow): Trace competitor observations to prompts, answers, and sources
- [Turn Search Demand Into a Prompt Portfolio](https://www.qwairy.co/playbooks/search-console-bing-prompt-discovery-mcp-workflow): Review connected search queries before adding monitoring prompts
- [Audit Sponsored Placements](https://www.qwairy.co/playbooks/sponsored-content-ai-answers-ad-intelligence-mcp-workflow): Keep paid placements separate from organic visibility
- [Review Technical GEO Health](https://www.qwairy.co/playbooks/technical-geo-health-check-ai-crawler-audit-mcp-workflow): Review stored crawler, discovery-file, page, and citation status
- [Prepare a Weekly GEO Brief](https://www.qwairy.co/playbooks/weekly-geo-brief-mcp-claude-workflow): Produce a recurring brief from authorized Qwairy data
- [Build a YouTube Citation Strategy](https://www.qwairy.co/playbooks/youtube-geo-strategy-video-ai-citations-mcp-workflow): Review video citations and related monitored answers
- [Package GEO as an Agency Service](https://www.qwairy.co/playbooks/agency-geo-service-blueprint-onboarding-reporting-mcp-workflow): Structure agency onboarding, delivery, and reporting

## Guides, Editorial Content, and Research

- [Guides Hub](https://www.qwairy.co/guides): Public guides index
- [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
- [Blog](https://www.qwairy.co/blog): Dated articles, research, and product updates
- [Documentation Changelog](https://docs.qwairy.co/updates/changelog.md): Dated product release notes

## Pricing, Company, and Legal

- [Pricing](https://www.qwairy.co/pricing): Current plans, prices, and included usage
- [Providers and Credits](https://docs.qwairy.co/documentation/get-started/credits.md): Current provider access and credit behavior
- [Pricing Calculator](https://www.qwairy.co/pricing/calculator): Estimate usage against the public pricing model
- [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

## Optional

- [Canonical llms.txt](https://www.qwairy.co/llms.txt): Concise, canonical resource index
- [Sitemap](https://www.qwairy.co/sitemap.xml): Crawl-oriented index of public website URLs
- [Compare](https://www.qwairy.co/compare): Dated public comparison page
- [Affiliates](https://www.qwairy.co/affiliates): Affiliate program information
- [Careers](https://www.qwairy.co/careers): Careers information