# Actions - [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 - [Run a Playbook](https://docs.airops.com/actions/playbooks/run-a-playbook.md): Run Playbooks manually, from Grids, or with 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) - [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) - [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): Test and refine prompts for a Large Language Model - [Model Selection Guide](https://docs.airops.com/actions/workflow-concepts/workflow-steps/ai-steps/llm/choosing-a-model.md): Determine which large language model to use - [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/google-search-1.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) - [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 - [Grid](https://docs.airops.com/actions/grids.md) - [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) - [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) - [Run Workflows in the Grid](https://docs.airops.com/actions/grids/run-workflows-in-grid.md) - [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/run-workflow-column-1.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 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) - [Publish to CMS from Grid](https://docs.airops.com/actions/grids/publish-to-cms-from-grid.md) - [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) - [Run Content Review on your Output](https://docs.airops.com/actions/grids/run-content-review-on-your-output.md) - [Power Agents](https://docs.airops.com/actions/power-agents.md) - [Running Workflows](https://docs.airops.com/actions/run-once.md) - [Run in Bulk (Grid)](https://docs.airops.com/actions/run-once/run-in-bulk-grid.md) - [Run via API](https://docs.airops.com/actions/run-once/api.md): Call your AirOps Workflows via endpoints - [Run via Trigger](https://docs.airops.com/actions/run-once/trigger.md): Utilize more advanced options to execute your applications outside of AirOps - [Incoming Webhook Trigger](https://docs.airops.com/actions/run-once/trigger/incoming-webhook.md): Trigger a workflow with an incoming webhook - [Zapier](https://docs.airops.com/actions/run-once/trigger/zapier.md): Trigger a Workflow with Zapier - [Run on a Schedule](https://docs.airops.com/actions/run-once/schedule.md): Schedule your workflow to run on a recurring basis - [Error Handling](https://docs.airops.com/actions/run-once/error-handling.md): Continue workflow using branched logic if the step returns an error - [Testing and Iteration](https://docs.airops.com/actions/testing-and-iteration.md): Best practices for testing and iterating on your workflow - [Publishing and Versioning](https://docs.airops.com/actions/publishing-and-versioning.md): Track changes and productionize apps with versions - [Logs](https://docs.airops.com/actions/testing-and-iteration-1.md) - [Studio Toolbar](https://docs.airops.com/actions/studio-toolbar.md) - [Copilot](https://docs.airops.com/actions/chat-with-copilot.md) - [Edit Workflows with Copilot](https://docs.airops.com/actions/chat-with-copilot/edit-workflows-with-copilot.md) - [Fix Errors with Copilot](https://docs.airops.com/actions/chat-with-copilot/fix-errors-with-copilot.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.airops.com/actions.md?ask= ``` 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.