# AirOps Docs

## Docs

- [Overview](https://docs.airops.com/readme.md): AirOps use cases and AI content workflows: an all-in-one platform for AI search visibility, content refresh, content creation, and detecting content decay across LLMs, replacing multiple point tools.
- [Getting Started](https://docs.airops.com/getting-started.md): Learn the AirOps fundamentals and build your first Playbook or Workflow.
- [Core Concepts](https://docs.airops.com/getting-started/core-concepts.md): Core concepts of AirOps, the AI content platform for answer engine optimization (AEO) and SEO: Insights, Actions, and Context, with structured, full-funnel content workflows.
- [Building your first Playbook](https://docs.airops.com/getting-started/building-your-first-playbook.md): Create and run your first AirOps Playbook
- [Building your first Workflow](https://docs.airops.com/getting-started/building-your-first-workflow.md)
- [AirOps Support](https://docs.airops.com/getting-started/airops-support.md): AirOps offers two levels of support: General and Premium.  Each is available across several channels, depending on how quickly you need an answer and what you're working on.
- [Quill](https://docs.airops.com/quill.md): Use Quill, the AirOps agent captain, to work across Insights, Brand Kits, Playbooks, and workspace context.
- [Inbox](https://docs.airops.com/inbox.md): Review AirOps work that needs your attention
- [Campaigns](https://docs.airops.com/campaigns.md): Use Campaigns to measure the impact of your AI search work
- [Create a Campaign](https://docs.airops.com/campaigns/create-a-campaign.md): Create a Campaign that connects AI search priorities, action, and measurement
- [Opportunities](https://docs.airops.com/campaigns/opportunities.md): Review Campaign opportunities and move approved work into Action
- [Action](https://docs.airops.com/campaigns/action.md): Use Campaign Action to run accepted opportunities through content work
- [Measurement](https://docs.airops.com/campaigns/measurement.md): Measure Campaign impact across AI search, SEO, traffic, and content updates
- [Playbooks](https://docs.airops.com/actions/playbooks.md): Build and run Playbooks with natural-language instructions
- [Create a Playbook](https://docs.airops.com/actions/playbooks/create-a-playbook.md): Start a Playbook from scratch, from a Workflow, or from a template
- [Build a Playbook](https://docs.airops.com/actions/playbooks/build-a-playbook.md): Define Inputs, Sections, Tools, Artifacts, reviews, and triggers in a Playbook
- [Artifacts and Collaboration](https://docs.airops.com/actions/playbooks/artifacts.md): Store, review, and reuse persistent Playbook outputs
- [Tools](https://docs.airops.com/actions/playbooks/tools.md): Give Playbooks the actions they need, from SEO and AEO research to web scraping, image generation, and MCP Connectors
- [AirOps](https://docs.airops.com/actions/playbooks/tools/airops.md): Use AirOps-native tools for workspace data, AEO and SEO reports, and page scraping
- [SEO Research](https://docs.airops.com/actions/playbooks/tools/seo-research.md): Use SEO research tools to gather keyword, domain, backlink, and search performance data
- [Web Research](https://docs.airops.com/actions/playbooks/tools/web-research.md): Use web research tools to search, scrape, crawl, and extract information from the web
- [Image & Video](https://docs.airops.com/actions/playbooks/tools/image-and-video.md): Use image and video tools to generate hosted visual assets for Playbook outputs
- [Knowledge Management](https://docs.airops.com/actions/playbooks/tools/knowledge-management.md): Use knowledge management tools to work with Slack and Google Workspace content
- [B2B Enrichment](https://docs.airops.com/actions/playbooks/tools/b2b-enrichment.md): Use B2B enrichment tools to retrieve brand, contact, and review data
- [Paid Ads](https://docs.airops.com/actions/playbooks/tools/paid-ads.md): Use paid ads tools to retrieve OpenAI Ads account, campaign, ad group, and ad insights
- [MCP Connectors](https://docs.airops.com/actions/playbooks/tools/mcp-connectors.md): Add workspace MCP Connectors so Playbooks can use external systems and custom tools
- [Run a Playbook](https://docs.airops.com/actions/playbooks/run-a-playbook.md): Run Playbooks manually, from Grids, or with Triggers
- [Playbook Triggers](https://docs.airops.com/actions/playbooks/triggers.md): Start Playbooks automatically with Schedule, Webhook, Monitor, and AEO Insight Triggers
- [Integrations](https://docs.airops.com/actions/playbooks/integrations.md): Connect Playbooks to Grids, Slack, and CMS publishing
- [Best Practices](https://docs.airops.com/actions/playbooks/best-practices.md): Practical guidance for creating reliable Playbooks
- [Troubleshooting](https://docs.airops.com/actions/playbooks/troubleshooting.md): Troubleshoot common Playbook setup and run issues
- [Workflows](https://docs.airops.com/actions/workflow-concepts.md): Structured, AI-powered content workflows: inputs, steps, variables, outputs. Workflows for step-by-step automation, Grids to run Agents at scale, Playbooks for guided content creation and AEO.
- [Workflow Inputs](https://docs.airops.com/actions/workflow-concepts/application-inputs.md): Define the UI and API input values for your Workflows
- [Input Types](https://docs.airops.com/actions/workflow-concepts/application-inputs/input-types.md)
- [Workflow Steps](https://docs.airops.com/actions/workflow-concepts/workflow-steps.md): AirOps Workflow Steps: the building blocks for structured, AI-powered workflow automation — AI, SEO, and answer engine optimization (AEO), content quality, code, data, and CMS integration steps.
- [AI](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps.md): Utilize the latest in AI in your Workflows
- [Prompt LLM](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps/llm.md): The AirOps LLM step: prompt models from OpenAI, Anthropic, and Google (or your own keys) with prompt engineering, structured outputs, and MCP tool access.
- [Model Selection Guide](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps/llm/choosing-a-model.md): Compare supported models and choose one for a Prompt LLM step
- [Prompting Guide](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps/llm/prompt-with-gpt.md): How to prompt with GPT
- [Transcribe Audio File](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps/transcription.md): Transcribe audio or video files into text
- [Web Research](https://docs.airops.com/actions/workflow-concepts/workflow-steps/web-research.md)
- [Google Search](https://docs.airops.com/actions/workflow-concepts/workflow-steps/web-research/google-search.md): Automate research with a Google Search
- [Perplexity Deep Research](https://docs.airops.com/actions/workflow-concepts/workflow-steps/web-research/perplexity-deep-research.md): Conduct comprehensive AI-powered research with citations
- [Web Page Scrape](https://docs.airops.com/actions/workflow-concepts/workflow-steps/web-research/web-page-scrape.md): Scrape text, markdown or HTML from a website
- [Code](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps.md): Apply programmatic and logical functions into your Workflows
- [Run Code](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps/code.md): Add custom logic with Javascript or Python
- [Call API](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps/api.md): Call external API's in your workflow
- [Format JSON](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps/json.md): Format output as JSON
- [Run SQL Query](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps/sql-query.md): Query your database directly from a workflow
- [Write Liquid Text](https://docs.airops.com/actions/workflow-concepts/workflow-steps/logic-steps/text.md): Format your output into a string
- [Flow](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow.md)
- [Condition](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow/conditional.md): Branch your workflow logic
- [Iteration](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow/iteration.md): Execute a step multiple times over a list of objects
- [Human Review](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow/human-review.md): Require Human Review of outputs before continuing a workflow
- [Content Comparison](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow/content-comparison.md): AirOps Content Comparison step: visually diff two HTML versions with accept/reject review, for editorial QA, content quality control, and on-page content refresh.
- [Error](https://docs.airops.com/actions/workflow-concepts/workflow-steps/flow/error-step.md): Throw custom error messages that terminate the workflow
- [Data](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps.md): Search and Write to your Knowledge Bases
- [Read from Grid](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps/read-from-grid.md)
- [Add Rows in Grid](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps/write-to-grid.md): Add or update rows in a Grid from your workflow
- [Search Knowledge Base](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps/memory-search.md): Semantically search a Knowledge Base
- [Write to Knowledge Base](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps/memory-write.md): Add a document to a Knowledge Base
- [Get Knowledge Base File](https://docs.airops.com/actions/workflow-concepts/workflow-steps/memory-steps/knowledge-base-read.md): Read data from your Knowledge Bases by using filters.
- [AirOps](https://docs.airops.com/actions/workflow-concepts/workflow-steps/utility-steps.md)
- [Workflow](https://docs.airops.com/actions/workflow-concepts/workflow-steps/utility-steps/app.md)
- [Agent](https://docs.airops.com/actions/workflow-concepts/workflow-steps/utility-steps/agent.md)
- [Image & Video](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video.md)
- [Generate Image with API](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/image-generation-step.md): Generate and edit images and variations
- [Search Stock Images](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/search-stock-images.md)
- [Fetch Stock Image with ID](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/fetch-stock-image-with-id.md)
- [Resize Image](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/resize-image.md)
- [Screenshot from URL](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/screenshot-from-url.md)
- [Create OpenGraph Image](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/create-opengraph-image.md)
- [Create Video Avatar](https://docs.airops.com/actions/workflow-concepts/workflow-steps/image-and-video/create-video-avatar.md)
- [Content Quality](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-quality.md)
- [Detect AI Content](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-quality/detect-ai-content.md)
- [Scan Content for Plagiarism](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-quality/scan-content-for-plagiarism.md)
- [Content Processing](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-processing.md)
- [Convert PDF URL to Text](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-processing/convert-pdf-url-to-text.md)
- [Group Keywords into Clusters](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-processing/group-keywords-into-clusters.md)
- [SEO Research](https://docs.airops.com/actions/workflow-concepts/workflow-steps/seo-research.md)
- [Moz](https://docs.airops.com/actions/workflow-concepts/workflow-steps/seo-research/moz.md): Access domain authority and SEO metrics from Moz
- [DataForSEO](https://docs.airops.com/actions/workflow-concepts/workflow-steps/seo-research/content-+-seo.md): Additional data retrieval to optimize your searches
- [Google Search Console](https://docs.airops.com/actions/workflow-concepts/workflow-steps/seo-research/google-search-console.md)
- [AEO Research](https://docs.airops.com/actions/workflow-concepts/workflow-steps/aeo-research.md): Access your AEO analytics directly in workflows to go from insight to action
- [AEO Prompt Data](https://docs.airops.com/actions/workflow-concepts/workflow-steps/aeo-research/aeo-prompt-data.md): Access historical answers, citations, and mentions for the prompts you're tracking across AI answer engines.
- [AEO Page Data](https://docs.airops.com/actions/workflow-concepts/workflow-steps/aeo-research/aeo-page-data.md): Access page-level citation and performance data from your tracked pages across AI search and traditional analytics.
- [Content Updates](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-updates.md): Track and record page-level content updates for AEO and SEO Insights
- [Track Content Update](https://docs.airops.com/actions/workflow-concepts/workflow-steps/content-updates/track-content-update.md): Track page publish and refresh content updates for AEO and SEO Insights
- [B2B Enrichment](https://docs.airops.com/actions/workflow-concepts/workflow-steps/b2b-enrichment.md)
- [Brandfetch](https://docs.airops.com/actions/workflow-concepts/workflow-steps/b2b-enrichment/brandfetch.md): Enrich company data with Brandfetch
- [G2](https://docs.airops.com/actions/workflow-concepts/workflow-steps/b2b-enrichment/g2.md): Integrate your Workflow with G2
- [Hunter.io](https://docs.airops.com/actions/workflow-concepts/workflow-steps/b2b-enrichment/contact-enrichment.md): Retrieve email and company data
- [People Data Labs](https://docs.airops.com/actions/workflow-concepts/workflow-steps/b2b-enrichment/people-data-labs.md)
- [Workflow Outputs](https://docs.airops.com/actions/workflow-concepts/workflow-outputs.md): Define how you want to render the output of a Workflow
- [Variable Referencing](https://docs.airops.com/actions/workflow-concepts/variable-referencing.md)
- [Liquid Templating](https://docs.airops.com/actions/workflow-concepts/liquid-template.md): An introduction to our powerful templating language
- [Power Agents](https://docs.airops.com/actions/workflow-concepts/power-agents.md)
- [Copilot](https://docs.airops.com/actions/workflow-concepts/chat-with-copilot.md)
- [Edit Workflows with Copilot](https://docs.airops.com/actions/workflow-concepts/chat-with-copilot/edit-workflows-with-copilot.md)
- [Fix Errors with Copilot](https://docs.airops.com/actions/workflow-concepts/chat-with-copilot/fix-errors-with-copilot.md)
- [Studio Toolbar](https://docs.airops.com/actions/workflow-concepts/studio-toolbar.md)
- [Logs](https://docs.airops.com/actions/workflow-concepts/workflow-logs.md)
- [Testing and Iteration](https://docs.airops.com/actions/workflow-concepts/testing-and-iteration.md): Best practices for testing and iterating on your workflow
- [Running Workflows](https://docs.airops.com/actions/workflow-concepts/run-once.md)
- [Run in Bulk (Grid)](https://docs.airops.com/actions/workflow-concepts/run-once/run-in-bulk-grid.md)
- [Run via API](https://docs.airops.com/actions/workflow-concepts/run-once/api.md): Call your AirOps Workflows via endpoints
- [Run via Trigger](https://docs.airops.com/actions/workflow-concepts/run-once/trigger.md): Utilize more advanced options to execute your applications outside of AirOps
- [Incoming Webhook Trigger](https://docs.airops.com/actions/workflow-concepts/run-once/trigger/incoming-webhook.md): Trigger a workflow with an incoming webhook
- [Zapier](https://docs.airops.com/actions/workflow-concepts/run-once/trigger/zapier.md): Trigger a Workflow with Zapier
- [Run on a Schedule](https://docs.airops.com/actions/workflow-concepts/run-once/schedule.md): Schedule your workflow to run on a recurring basis
- [Error Handling](https://docs.airops.com/actions/workflow-concepts/run-once/error-handling.md): Continue workflow using branched logic if the step returns an error
- [Publishing and Versioning](https://docs.airops.com/actions/workflow-concepts/publishing-and-versioning.md): Track changes and productionize apps with versions
- [Grids](https://docs.airops.com/actions/grids.md): AirOps Grids: a spreadsheet-style hub to run Playbooks and Workflows in bulk, creating, refreshing, and optimizing content (including AEO) across hundreds of pages, then publish to your CMS.
- [Create a Grid](https://docs.airops.com/actions/grids/create-a-grid.md)
- [Start with a Template](https://docs.airops.com/actions/grids/create-a-grid/start-with-a-template.md): AirOps Grid templates for answer engine optimization (AEO), AI-powered content workflows, and technical SEO, including content briefs, article refreshes, AEO scorecards, and page schemas.
- [Import from Webflow](https://docs.airops.com/actions/grids/create-a-grid/import-from-webflow.md)
- [Import from Contentful](https://docs.airops.com/actions/grids/create-a-grid/import-from-contentful.md)
- [Import from Sanity](https://docs.airops.com/actions/grids/create-a-grid/import-from-sanity.md)
- [Import from Wordpress](https://docs.airops.com/actions/grids/create-a-grid/import-from-wordpress.md)
- [Import from Google Search Console](https://docs.airops.com/actions/grids/create-a-grid/import-from-google-search-console.md)
- [Add Columns in the Grid](https://docs.airops.com/actions/grids/add-columns-in-the-grid.md): Add data, Artifact, and Brand Kit columns to a Grid
- [Run Workflows in the Grid](https://docs.airops.com/actions/grids/run-workflows-in-grid.md): Run AirOps workflows in a Grid to scale AI-powered content operations: process rows in bulk, schedule recurring runs, and run content creation, refresh, and AEO workflows across hundreds of pages.
- [Add Workflow Column](https://docs.airops.com/actions/grids/run-workflows-in-grid/add-workflow-column.md)
- [Run Workflow Column](https://docs.airops.com/actions/grids/run-workflows-in-grid/run-workflow-column.md)
- [Schedule Workflow Column](https://docs.airops.com/actions/grids/run-workflows-in-grid/schedule-workflow-column.md)
- [Map Workflow Outputs](https://docs.airops.com/actions/grids/run-workflows-in-grid/map-workflow-outputs.md)
- [Review Workflow Run Metadata](https://docs.airops.com/actions/grids/run-workflows-in-grid/review-workflow-run-metadata.md)
- [Review Content in the Grid](https://docs.airops.com/actions/grids/review-content-in-the-grid.md): Review, score, edit, and collaborate on content in a Grid
- [Review Markdown Content](https://docs.airops.com/actions/grids/review-content-in-the-grid/review-markdown-content.md)
- [Review HTML Content](https://docs.airops.com/actions/grids/review-content-in-the-grid/review-html-content.md)
- [Compare Content Difference](https://docs.airops.com/actions/grids/review-content-in-the-grid/compare-content-difference.md)
- [Real-time Collaboration](https://docs.airops.com/actions/grids/review-content-in-the-grid/collaboration.md)
- [Content Review and Quality Scores](https://docs.airops.com/actions/grids/review-content-in-the-grid/content-review.md): Automatically score generated content for AI Discoverability and Brand Adherence
- [Publish to CMS from Grid](https://docs.airops.com/actions/grids/publish-to-cms-from-grid.md): Map Grid columns to Webflow, Sanity, and Contentful for publishing
- [Google Search Console Analytics in Grid](https://docs.airops.com/actions/grids/pull-analytics-in-the-grid.md)
- [Searching and Filtering](https://docs.airops.com/actions/grids/searching-and-filtering.md)
- [Export as CSV](https://docs.airops.com/actions/grids/export-data.md)
- [Analytics](https://docs.airops.com/insights/analytics.md): AirOps Analytics features: AI visibility metrics, citation and mention tracking, sentiment analysis, and competitive positioning across ChatGPT, Gemini, Perplexity, Claude, and more.
- [Overview](https://docs.airops.com/insights/analytics/overview.md): Get a snapshot of your AI search performance across key metrics and platforms
- [Visibility](https://docs.airops.com/insights/analytics/competition.md): Track your visibility metrics over time and analyze performance by topic, platform, and against competitors.
- [Citations](https://docs.airops.com/insights/analytics/citations.md): Track which domains are being cited in AI responses, understand citation patterns, and identify opportunities.
- [Sentiment](https://docs.airops.com/insights/analytics/sentiment.md): Understand how AI platforms portray your brand with theme-based sentiment analysis across AI responses.
- [Dashboards](https://docs.airops.com/insights/analytics/dashboards.md): Build custom dashboards to monitor the AI search metrics and segments that matter to your team.
- [Settings](https://docs.airops.com/insights/analytics/settings.md): Set up AI search visibility tracking for AEO or GEO across ChatGPT, Gemini, Perplexity, and Claude, and configure personas, competitors, tags, and Google Search Console and Analytics integrations.
- [ChatGPT Ads Manager](https://docs.airops.com/insights/analytics/settings/chatgpt-ads-manager.md): Connect your ChatGPT Ads account to AirOps to report spend, impressions, and clicks in Insights.
- [Google Analytics 4](https://docs.airops.com/insights/analytics/settings/google-analytics-4.md): Connect Google Analytics 4 to enrich Pages with traffic, engagement, and selected conversion data.
- [Onsite](https://docs.airops.com/insights/onsite.md): Review how your pages perform and how AI systems interact with your site.
- [Pages](https://docs.airops.com/insights/onsite/pages.md): Marry traditional SEO data with AI search performance in a unified view, enabling sophisticated content prioritization strategies.
- [Agent Analytics](https://docs.airops.com/insights/onsite/traffic.md): See how AI crawlers and assistants access your site
- [Cloudflare Logpush](https://docs.airops.com/insights/onsite/traffic/cloudflare-logpush-agent-analytics.md): This guide walks you through configuring Cloudflare Logpush to stream HTTP request logs into AirOps for Agent Analytics.
- [Cloudflare Worker](https://docs.airops.com/insights/onsite/traffic/cloudflare-worker-agent-analytics.md): This guide walks you through configuring a Cloudflare Worker to stream request logs into AirOps for Agent Analytics.
- [CloudFront](https://docs.airops.com/insights/onsite/traffic/cloudfront-agent-analytics.md): This guide walks you through configuring Amazon CloudFront real-time logs to stream into AirOps via Amazon Kinesis Data Firehose.
- [Netlify](https://docs.airops.com/insights/onsite/traffic/netlify-agent-analytics.md): Connect your Netlify site to AirOps to track AI bot traffic via Netlify Log Drains.
- [Vercel](https://docs.airops.com/insights/onsite/traffic/vercel-agent-analytics.md): Connect your Vercel project to AirOps to track AI bot traffic via Vercel Log Drains.
- [Content Updates](https://docs.airops.com/insights/onsite/content-updates.md): Track when pages are published or refreshed across your workflows, Grid exports, API, and MCP. Audit content updates without manually refreshing pages.
- [Automated Change Detection](https://docs.airops.com/insights/onsite/content-updates/automated-change-detection.md): Detect meaningful changes on your enrolled pages automatically - title rewrites, schema additions, structural updates, and more - without instrumenting your CMS.
- [Offsite](https://docs.airops.com/insights/offsite.md): Review external sources and communities that influence your AI search presence.
- [Citations](https://docs.airops.com/insights/offsite/citations.md): AI citation tracking: which content LLMs cite across ChatGPT, Perplexity, and Gemini, filterable by brand presence, competitors, domain type, and page type, plus offsite opportunities.
- [Community](https://docs.airops.com/insights/offsite/community.md): Track how Reddit and community content is being cited in AI responses.
- [Paid](https://docs.airops.com/insights/paid.md): Track ChatGPT ad activity across your market and performance from your own connected ChatGPT Ads account.
- [Prompts](https://docs.airops.com/insights/prompts.md): Monitor tracked prompts and find new questions to add to your AI search visibility program.
- [Your prompts](https://docs.airops.com/insights/prompts/your-prompts.md): Manage tracked prompts and analyze prompt-level AI search visibility.
- [Recommended prompts](https://docs.airops.com/insights/prompts/recommended-prompts.md): Review weekly prompt recommendations and explore topics to find prompts on demand.
- [Opportunities](https://docs.airops.com/insights/opportunities.md): Find recommended ways to improve your AI search visibility
- [Brand Kits](https://docs.airops.com/context/brand-kit.md): Feed accurate brand data to AI and customize brand voice with centralized context: foundations, product lines, content types, audiences, and regions, for brand consistency and content governance.
- [Foundations](https://docs.airops.com/context/brand-kit/foundations.md): Global settings that apply across your entire brand
- [Product Lines](https://docs.airops.com/context/brand-kit/product-lines.md): Define different products or services your brand offers
- [Content Types](https://docs.airops.com/context/brand-kit/content-types.md): Define the different formats of content you create
- [Audiences](https://docs.airops.com/context/brand-kit/audiences.md): Define the different target segments you tailor content for
- [Regions](https://docs.airops.com/context/brand-kit/regions.md): Adapt your brand messaging for different markets and languages
- [Visual Guidelines](https://docs.airops.com/context/brand-kit/visual-guidelines.md): Define visual rules and use-case templates in your Brand Kit
- [Refresh](https://docs.airops.com/context/brand-kit/refresh.md): Keep your Brand Kit current with scheduled scans and proposed edits
- [Using Brand Kits](https://docs.airops.com/context/brand-kit/using-brand-kits.md): How to use Brand Kits in your workflows and Grids
- [Knowledge Bases](https://docs.airops.com/context/memory-stores.md): Semantically search your knowledge, documents, and data with Knowledge Bases
- [Add Data](https://docs.airops.com/context/memory-stores/add-data.md)
- [Upload Files](https://docs.airops.com/context/memory-stores/add-data/upload-files.md)
- [Web Scrape](https://docs.airops.com/context/memory-stores/add-data/web-scrape.md)
- [Import from Google Drive](https://docs.airops.com/context/memory-stores/add-data/import-from-google-drive.md)
- [Import from SQL Database](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database.md)
- [Data Sources](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database/data-sources.md): Connect to your warehouse, or database in AirOps
- [BigQuery](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database/data-sources/bigquery.md): Connect to a BigQuery database in AirOps
- [Postgres](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database/data-sources/postgres.md): Connect to a Postgres database in AirOps
- [Redshift](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database/data-sources/redshift.md): Connect to a Redshift database in AirOps
- [Snowflake](https://docs.airops.com/context/memory-stores/add-data/import-from-sql-database/data-sources/snowflake.md): Connect to a Snowflake data warehouse in AirOps
- [Import from Shopify](https://docs.airops.com/context/memory-stores/add-data/import-from-shopify.md)
- [Knowledge Base Search](https://docs.airops.com/context/memory-stores/knowledge-base-search.md)
- [Knowledge Base Metadata](https://docs.airops.com/context/memory-stores/memory-stores-metadata.md): Filter when searching a Knowledge Base
- [Knowledge Base API](https://docs.airops.com/context/memory-stores/memory-stores-api.md): Interact directly with your Knowledge Bases
- [Overview](https://docs.airops.com/integrations/overview.md): AirOps integrations: connect your CMS, analytics and business data sources, localization, communication, and project management tools to publish content and run connected content workflows.
- [CMS](https://docs.airops.com/integrations/overview/integrations.md): Integrate workflows with content management systems
- [Builder.io](https://docs.airops.com/integrations/overview/integrations/builder-io.md): Integrate your Workflow with Builder.io
- [ContentStack](https://docs.airops.com/integrations/overview/integrations/contentstack.md): Integrate your Workflow with ContentStack
- [Contentful](https://docs.airops.com/integrations/overview/integrations/contentful.md): Integrate your Workflow with Contentful
- [Craft CMS](https://docs.airops.com/integrations/overview/integrations/craft-cms.md): Integrate your Workflow with Craft CMS
- [Framer](https://docs.airops.com/integrations/overview/integrations/framer.md): Integrate your Workflow with Framer
- [Ghost](https://docs.airops.com/integrations/overview/integrations/ghost.md): Integrate your Workflow with Ghost
- [HubSpot CMS](https://docs.airops.com/integrations/overview/integrations/hubspot-cms.md): Integrate your Workflow with HubSpot CMS
- [Sanity](https://docs.airops.com/integrations/overview/integrations/sanity.md): The Sanity Integration allows you to list, create, update, and query content on your Sanity.io site.
- [Strapi](https://docs.airops.com/integrations/overview/integrations/strapi.md): Integrate your Workflow with Strapi
- [Storyblok](https://docs.airops.com/integrations/overview/integrations/storyblok.md): Integrate your Workflow with Storyblok
- [Webflow](https://docs.airops.com/integrations/overview/integrations/webflow.md): Integrate your Workflow with Webflow
- [WordPress](https://docs.airops.com/integrations/overview/integrations/wordpress.md): Integrate your Workflow with WordPress
- [Shopify](https://docs.airops.com/integrations/overview/integrations/shopify.md)
- [Localization](https://docs.airops.com/integrations/overview/localization.md)
- [Crowdin](https://docs.airops.com/integrations/overview/localization/crowdin.md): Integrate your Workflow with Crowdin
- [Communication](https://docs.airops.com/integrations/overview/communication.md)
- [Gmail](https://docs.airops.com/integrations/overview/communication/gmail.md): Integrate your Workflow with Gmail
- [Slack](https://docs.airops.com/integrations/overview/communication/slack.md): Integrate your Workflow with Slack
- [Company Context](https://docs.airops.com/integrations/overview/company-context.md)
- [Gong](https://docs.airops.com/integrations/overview/company-context/gong.md): Integrate with Gong to retrieve call data, transcripts, and manage call records in your workflows
- [Social](https://docs.airops.com/integrations/overview/social.md)
- [YouTube](https://docs.airops.com/integrations/overview/social/youtube.md)
- [Reddit](https://docs.airops.com/integrations/overview/social/reddit.md)
- [Project Management](https://docs.airops.com/integrations/overview/project-management.md)
- [Airtable](https://docs.airops.com/integrations/overview/project-management/airtable.md): Integrate your Workflow with Airtable
- [Asana](https://docs.airops.com/integrations/overview/project-management/asana.md): Integrate your Workflow with Asana
- [ClickUp](https://docs.airops.com/integrations/overview/project-management/clickup.md): Integrate your Workflow with ClickUp
- [Google Docs](https://docs.airops.com/integrations/overview/project-management/google-docs.md): Integrate your Workflow with Google Docs
- [Google Sheets](https://docs.airops.com/integrations/overview/project-management/google-sheets.md): Integrate your Workflow with Google Sheets
- [Monday.com](https://docs.airops.com/integrations/overview/project-management/monday.md): Integrate your Workflow with Monday.com
- [Notion](https://docs.airops.com/integrations/overview/project-management/notion.md): Integrate your Workflow with Notion
- [Wrike](https://docs.airops.com/integrations/overview/project-management/wrike.md): Integrate your Workflow with Wrike
- [Workspace Setup](https://docs.airops.com/your-workspace/workspaces.md): Create and manage unique AirOps environments
- [Organizing Your Workspace](https://docs.airops.com/your-workspace/workspaces/organizing-your-workspace.md)
- [Folders](https://docs.airops.com/your-workspace/workspaces/folders.md)
- [Settings and Billing](https://docs.airops.com/your-workspace/settings.md): Create and manage unique AirOps environments
- [Billing](https://docs.airops.com/your-workspace/settings/billing.md): Understand your plan, billing units, and usage limits
- [Usage](https://docs.airops.com/your-workspace/settings/usage.md): Track production, testing, and Answers usage across your workspace
- [Use your own LLM API Keys](https://docs.airops.com/your-workspace/settings/byo-key.md): Which LLMs AirOps supports and how to bring your own model keys: connect OpenAI, Anthropic, and Google Gemini API keys to use your own models in LLM, transcription, and image steps.
- [Secrets](https://docs.airops.com/your-workspace/settings/secrets.md): Centrally store and manage credentials, API keys, and other secrets.
- [Integration Authentications](https://docs.airops.com/your-workspace/settings/authentications.md): Expose integration authentication credentials for use in workflow templates.
- [Access and Permissions](https://docs.airops.com/your-workspace/team.md): Manage and invite team members
- [Okta SSO Configuration](https://docs.airops.com/your-workspace/team/okta-sso.md): Configure Okta single sign-on for AirOps with OAuth 2.0/OIDC.
- [Monitoring](https://docs.airops.com/your-workspace/monitoring.md): Monitor workflow analytics, alerts, and run history across your workspace.
- [Analytics](https://docs.airops.com/your-workspace/monitoring/analytics.md): AirOps offers tracking in for the form of its Analytics page.
- [Alerts](https://docs.airops.com/your-workspace/monitoring/alerts.md): Receive alerts through Slack or an incoming webhook when your Workflow fails
- [Run History](https://docs.airops.com/your-workspace/monitoring/run-history.md): Monitor your Workflows with run history
- [Insights API](https://docs.airops.com/developers/api.md): The AirOps Insights API: an AEO and AI citation tracking API with programmatic access to mention rate, share of voice, citations, and page performance, for custom dashboards, ETL, and reporting.
- [MCP Overview](https://docs.airops.com/developers/mcp-server.md): Connect AI assistants to your AirOps workspace using MCP
- [MCP Connectors](https://docs.airops.com/developers/mcp-connectors.md): Connect external MCP servers to your workspace and give LLM steps access to external tools.
- [Claude Connector](https://docs.airops.com/developers/claude-connector.md): Native AirOps integration for Claude with Interactive Apps
- [Getting Started](https://docs.airops.com/developers/getting-started.md): Setup instructions for AI assistants using MCP
- [Use Cases](https://docs.airops.com/developers/use-cases.md): AirOps use cases with your AI assistant: manage your Brand Kit, report on AI visibility, find pages losing AI citations and prompt gaps, and create action grids from Claude.
- [Tools](https://docs.airops.com/developers/tools.md): The AirOps MCP server tools reference: give Claude, Cursor, and other AI assistants programmatic access to AEO analytics, Brand Kits, Grids, and Knowledge Bases in your AirOps workspace.
- [FAQ](https://docs.airops.com/developers/faq.md): Frequently asked questions about AirOps MCP and Claude Connector
- [Ethical AI and IP Production](https://docs.airops.com/about/ethical-ai-and-ip-production.md): AirOps ethical AI and IP protection: unbiased, explainable AI output, content moderation, SOC 2 Type II, data segregation, and no persistent storage of customer data.
- [Principles](https://docs.airops.com/about/principles.md)
- [Security and Compliance](https://docs.airops.com/about/security-and-compliance.md): AirOps security: SOC 2 Type II compliance, data protection practices, AI output accuracy, and model provider data retention.

## API Reference

- [Authentication](https://docs.airops.com/api-reference/using-the-api/authentication.md)
- [Executions](https://docs.airops.com/api-reference/api-reference/executions.md)
- [Agent](https://docs.airops.com/api-reference/api-reference/agent.md)
- [Apps](https://docs.airops.com/api-reference/api-reference/apps.md)
- [Files](https://docs.airops.com/api-reference/api-reference/files.md)
- [Grids](https://docs.airops.com/api-reference/api-reference/grids.md)
- [Memory Stores](https://docs.airops.com/api-reference/api-reference/memory-stores.md)
- [Brand Kits](https://docs.airops.com/api-reference/api-reference/brand-kits.md)
- [Prompts](https://docs.airops.com/api-reference/api-reference/brand-kits/prompts.md)
- [Topics](https://docs.airops.com/api-reference/api-reference/brand-kits/topics.md)
- [Tags](https://docs.airops.com/api-reference/api-reference/brand-kits/tags.md)
- [Personas](https://docs.airops.com/api-reference/api-reference/brand-kits/personas.md)
- [Citations](https://docs.airops.com/api-reference/api-reference/brand-kits/citations.md)
- [Answers](https://docs.airops.com/api-reference/api-reference/brand-kits/answers.md)
- [Competitors](https://docs.airops.com/api-reference/api-reference/brand-kits/competitors.md)
- [Content Updates](https://docs.airops.com/api-reference/api-reference/brand-kits/content-updates.md)
- [Web Pages](https://docs.airops.com/api-reference/api-reference/brand-kits/web-pages.md)
- [Analytics](https://docs.airops.com/api-reference/api-reference/brand-kits/analytics.md)
- [Sentiment Theme Answers](https://docs.airops.com/api-reference/api-reference/brand-kits/sentiment-theme-answers.md)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on a page URL with the `ask` query parameter:
```
GET https://docs.airops.com/readme.md?ask=<question>
```
The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.