New Components - ai_readiness

[epistemedeus]

New app: ai_readiness

Adds a no-auth source app with one action.

Action: Check AI Search Readiness

check_ai_readiness checks whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). It calls the public, key-less endpoint at samedaydesk.com and returns a 0-100 score, a letter grade, and a specific fix for each gap (AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, llms.txt).

• No authentication required (public API).
• Single string prop: url.
• Useful in workflows that monitor or gate on a site's AI-search/SEO readiness after a deploy or content change.

Let me know if you'd like any changes to naming or structure.

Summary by CodeRabbit

• New Features
  • Added a new “Check AI Search Readiness” action that accepts a URL and evaluates it, returning a readiness score, grade, and the full API response for workflow use.
  • Introduced an AI Readiness integration within Pipedream, packaged as a new module for easy reuse in automations.

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1 Skipped Deployment

Project	Deployment	Actions	Updated (UTC)
pipedream-docs-redirect-do-not-edit	Ignored		Jun 24, 2026 7:43am

[pipedream-component-development]

Thank you so much for submitting this! We've added it to our backlog to review, and our team has been notified.

[pipedream-component-development]

Thanks for submitting this PR! When we review PRs, we follow the Pipedream component guidelines. If you're not familiar, here's a quick checklist:

• Create components to address specific use cases whenever possible
• Component keys should follow the format app_name_slug-slugified-component-name
• Components should follow the standard directory structure
• Prefer Node.js client libraries to REST APIs
• When making API requests, handle pagination to ensure all data / events are processed
• Use secret props to capture sensitive data
• Props and methods should be defined in app files whenever possible
• Document methods with JS Docs
• Use optional props whenever possible, and set a default value where you can
• Use async options to accept user input wherever possible

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: ASSERTIVE

Plan: Pro

Run ID: 10ac3cf5-229d-47ff-9d11-684456b9a23a

📥 Commits

Reviewing files that changed from the base of the PR and between e24e271 and fe3592d.

📒 Files selected for processing (1)

• components/ai_readiness/actions/check-ai-readiness/check-ai-readiness.mjs

---

📝 Walkthrough

Walkthrough

Introduces a new @pipedream/ai_readiness component package with a package manifest, an app stub, and a single action that sends a URL to the SameDayDesk AI readiness API and returns the response data.

Changes

ai_readiness Pipedream Component

Layer / File(s)	Summary
Package manifest and app stub components/ai_readiness/package.json, components/ai_readiness/ai_readiness.app.mjs	Defines the @pipedream/ai_readiness npm package (version 0.0.1, public, depends on @pipedream/platform ^3.0.3) and exports the app module object with empty propDefinitions and methods.
Check AI Search Readiness action components/ai_readiness/actions/check-ai-readiness/check-ai-readiness.mjs	Implements the action with a url string prop; performs an Axios GET to https://samedaydesk.com/api/tools/ai-readiness?url=<url>; exports a $summary built from the response score and grade; returns the full API response data.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~5 minutes

Suggested labels

HIGH PRIORITY

Suggested reviewers

• michelle0927

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Description check	⚠️ Warning	The description covers the new app and action, but it misses the required Summary/Checklist template structure and key checklist items.	Add the required Summary and Checklist sections, including versioning, app integration, and CodeRabbit review checkboxes.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title is related to the change, but it's broad and doesn't clearly state the new ai_readiness app/action.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

---

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[coderabbitai]

Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@components/ai_readiness/actions/check-ai-readiness/check-ai-readiness.mjs`:
- Line 7: The description field in the component does not follow the required
documentation-link format. Update the text at the end of the description to use
the exact format [See the documentation](https://...) instead of [See the
docs](...). Specifically, replace [See the
docs](https://samedaydesk.com/tools/ai-readiness) with [See the
documentation](https://samedaydesk.com/tools/ai-readiness) to match the coding
guidelines for component descriptions.
- Around line 9-10: Add the missing annotations metadata to the props object in
the check-ai-readiness.mjs action file. Within the props object, add an
annotations field containing three hint properties: openWorldHint set to true,
readOnlyHint set to true, and destructiveHint set to false. This metadata is
required for all actions in the components directory to properly communicate
action behavior characteristics.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: ASSERTIVE

Plan: Pro

Run ID: 4520cd3d-b3a0-4d36-a6eb-1c5d09d49ab0

📥 Commits

Reviewing files that changed from the base of the PR and between afd5c8b and e24e271.

📒 Files selected for processing (3)

• components/ai_readiness/actions/check-ai-readiness/check-ai-readiness.mjs
• components/ai_readiness/ai_readiness.app.mjs
• components/ai_readiness/package.json

[michelle0927]

Hi @epistemedeus. Thank you for your contribution! Would you mind submitting an app request for AI Readiness? Once that's completed we can review and test this PR. Thanks!

[michelle0927]

Moving to blocked while awaiting integration.