Scan Results: https://creatorframework.io/
Vanity URL: scan.glintbase.dev/scan/creatorframework
Leaderboard Standing
Openrouter scored 83 — you scored 45
38 points behind Openrouter.
#56 of 81 ecosystemsEcosystem Discovery Analysis / creatorframework.io
Agent-Readiness Index Report
score_version: ars-1.0.0 · ARS methodology
45
/ 100
AI-CAPABLE ECOSYSTEM
Agent Ecosystem Discovery
creatorframework.io
Partial exploration capabilities. Lacks critical schemas or machine-indexing entrypoints.
FrameworkCustom Docs
Surfaces
3/13
Large Pages
1pgs
Nav Gap
0pts
Surface Inventory3 of 13 active
✓
sitemap.xml Index
ACTIVE
–
llms.txt Index
MISSING
–
llms-full.txt Spec
MISSING
–
OpenAPI Schema
MISSING
–
MCP Configuration
MISSING
–
GitHub Repository
MISSING
–
Documentation Root
MISSING
–
API Reference
MISSING
✓
Company Blog
ACTIVE
✓
Developer Auth
ACTIVE
–
App Dashboard
MISSING
–
Developer Changelog
MISSING
–
Status Page
MISSING
Agent Journey Pathfinder (Deterministic)9/10 passed
●
Find Docs Overview
1 hops
○
Find llms.txt Entrypoint
1 hops
●
Authenticate
1 hops
●
Install SDK
1 hops
●
Create API Key
1 hops
●
Send First Request
1 hops
●
Resolve OpenAPI Operation
1 hops
●
Configure Webhook
1 hops
●
Locate Error Handling
1 hops
●
Recover from Setup Issue
1 hops
Ecosystem Diagnostic DimensionsTap cards to expand
Discoverability
70/100
Machine Entrypoints
0/100
Canonical Sources
0/100
Content Quality
70/100
Graph Connectivity
73/100
Journey Success
80/100
Freshness / Drift
20/100
Runtime Validity
25/100
Problems
● llms.txt Index
Missing canonical /llms.txt directory.
● llms-full.txt Spec
Missing consolidated docs index.
● OpenAPI Schema
No standard OpenAPI specification found.
● MCP Configuration
No discoverable Model Context Protocol (mcp.json) config found.
● GitHub Repository
No valid public repository links found.
● Documentation Root
No valid documentation links detected.
● API Reference
No separate API Reference link validated.
● App Dashboard
No reachable app console detected.
● Support Center
No valid support links found.
● Developer Changelog
No active changelog found.
● Status Page
No status page detected.
● SDK Guidelines
No dedicated SDK documentation link detected.
Solutions
● Configure llms.txt AI Entrypoint
Implement a /llms.txt file with Markdown summaries and links to guide AI crawlers.
● Consolidate llms-full.txt Spec
Create /llms-full.txt containing the full text of your docs to allow single-shot retrieval.
● Publish OpenAPI Specification
Expose a valid OpenAPI spec at /openapi.json (with paths) for automatic client generation.
● Expose MCP Server Tools
Expose a /mcp.json configuration file describing available agent server tool entrypoints.
● Link GitHub Repository
Link your public GitHub repository on the homepage to supply code context to agents.
● Provide Documentation Root
Add a clearly visible link to your developer docs on the homepage.
● Configure API Reference Link
Publish a dedicated API Reference link to describe raw endpoints clearly.
● Add Developer Dashboard Link
Ensure a links dashboard is provided for developer keys and workspace management.
● Connect Support Center Link
Provide help/support links so agents can retrieve troubleshooting logs.
● Implement changelog
Publish a changelog so agents can verify API changes and version updates.
● Provide Status Page Link
Link a public status page for runtime reliability signals.
● Add SDK Integration Guides
Publish SDK install guides (npm/pip) linked from docs or homepage.
Audit Items
Problem Summary Prompt
Copy a compressed diagnostic summary of missing entrypoints to share with your team or feeding to LLM pipelines.
Fixes / Solutions Prompt
Copy complete implementations and config files to copy-paste directly into Cursor, Claude Code, or Copilot.
Extracted Knowledge Base
Graph Map Overview
Knowledge Graph
Initializing graph engine...
Ecosystem Connection Logs
creatorframework.io👉 REFERENCESLanding
creatorframework.io🚥 LEADS TOSitemap
creatorframework.io👉 REFERENCESAuth / Login
creatorframework.io👉 REFERENCESBlog
Landing👉 REFERENCEShttps://creatorframework.io/
https://creatorframework.io/👉 LINKScreatorframework.io/register
Landing👉 REFERENCEShttps://creatorframework.io/about
https://creatorframework.io/about👉 LINKScreatorframework.io/register
Blog👉 REFERENCESBlog Article
Blog Article👉 LINKScreatorframework.io/blog/youtube-hook-types-explained
Blog Article👉 LINKScreatorframework.io/blog/how-mrbeast-structures-videos
Blog Article👉 LINKScreatorframework.io/blog/best-youtube-thumbnail-generators
Blog Article👉 LINKScreatorframework.io/blog/best-youtube-script-generators
Blog Article👉 LINKScreatorframework.io/blog/best-vidiq-alternatives
Blog Article👉 LINKScreatorframework.io/blog/best-1of10-alternatives
Blog Article👉 LINKScreatorframework.io/blog/ali-abdaal-hook-formula
creatorframework.io/blog/ali-abdaal-hook-formula👉 LINKSAuthentication
Blog👉 REFERENCEScreatorframework.io/blog/ali-abdaal-hook-formula
creatorframework.io/blog/ali-abdaal-hook-formula👉 LINKScreatorframework.io/creators/ali-abdaal
creatorframework.io/blog/ali-abdaal-hook-formula👉 LINKScreatorframework.io/register
Blog👉 REFERENCEScreatorframework.io/blog/best-1of10-alternatives
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Blog👉 REFERENCEScreatorframework.io/blog/best-vidiq-alternatives
creatorframework.io/blog/best-vidiq-alternatives👉 LINKShttps://creatorframework.io/
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creatorframework.io/blog/best-vidiq-alternatives👉 LINKScreatorframework.io/register
Blog👉 REFERENCEScreatorframework.io/blog/best-youtube-script-generators
creatorframework.io/blog/best-youtube-script-generators👉 LINKShttps://creatorframework.io/
creatorframework.io/blog/best-youtube-script-generators👉 LINKScreatorframework.io/guides/youtube-video-structure
creatorframework.io/blog/best-youtube-script-generators👉 LINKScreatorframework.io/register
Blog👉 REFERENCEScreatorframework.io/blog/best-youtube-thumbnail-generators
creatorframework.io/blog/best-youtube-thumbnail-generators👉 LINKShttps://creatorframework.io/
creatorframework.io/blog/best-youtube-thumbnail-generators👉 LINKScreatorframework.io/register
Blog👉 REFERENCEScreatorframework.io/blog/how-mrbeast-structures-videos
creatorframework.io/blog/how-mrbeast-structures-videos👉 LINKScreatorframework.io/creators/mrbeast
creatorframework.io/blog/how-mrbeast-structures-videos👉 LINKScreatorframework.io/register
Blog👉 REFERENCEScreatorframework.io/blog/youtube-hook-types-explained
creatorframework.io/blog/youtube-hook-types-explained👉 LINKScreatorframework.io/guides/youtube-video-structure
creatorframework.io/blog/youtube-hook-types-explained👉 LINKScreatorframework.io/creators/ali-abdaal
creatorframework.io/blog/youtube-hook-types-explained👉 LINKScreatorframework.io/creators/mrbeast
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creatorframework.io/blog/youtube-hook-types-explained👉 LINKScreatorframework.io/register
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CreatorFramework Comparisons — How We Compare to Other YouTube Tools👉 LINKScreatorframework.io/static/favicon.svg?v=1785219605
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CreatorFramework Comparisons — How We Compare to Other YouTube Tools👉 LINKScreatorframework.io/login
CreatorFramework Comparisons — How We Compare to Other YouTube Tools👉 LINKScreatorframework.io/register
CreatorFramework Comparisons — How We Compare to Other YouTube Tools👉 LINKShttps://creatorframework.io/about
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creatorframework.io/tools👉 LINKShttps://creatorframework.io/
creatorframework.io/tools👉 LINKScreatorframework.io/creators
creatorframework.io/tools👉 LINKScreatorframework.io/guides
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creatorframework.io/tools👉 LINKScreatorframework.io/showcase
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creatorframework.io/tools👉 LINKShttps://creatorframework.io/about
creatorframework.io/tools👉 LINKScreatorframework.io/tools/hook-analyzer
creatorframework.io/tools👉 LINKScreatorframework.io/tools/video-breakdown
creatorframework.io/tools👉 LINKSCreatorFramework Comparisons — How We Compare to Other YouTube Tools
creatorframework.io/tools👉 LINKScreatorframework.io/terms
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creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/static/favicon.svg?v=1785219605
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/static/brand/logo-mark.png?v=1785219605
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/static/css/tailwind.css?v=1785219605
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/static/css/custom.css?v=1785219605
creatorframework.io/tools/hook-analyzer👉 LINKShttps://creatorframework.io/
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/creators
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/guides
creatorframework.io/tools/hook-analyzer👉 LINKSBlog Article
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/showcase
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/pricing
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/login
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/register
creatorframework.io/tools/hook-analyzer👉 LINKShttps://creatorframework.io/about
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/tools
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/creators/mrbeast
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/creators/ali-abdaal
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/creators/johnny-harris
creatorframework.io/tools/hook-analyzer👉 LINKSCreatorFramework Comparisons — How We Compare to Other YouTube Tools
creatorframework.io/tools/hook-analyzer👉 LINKScreatorframework.io/terms
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Landing👉 REFERENCEScreatorframework.io/tools/video-breakdown
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/static/favicon.svg?v=1785219605
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creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/static/css/tailwind.css?v=1785219605
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/static/css/custom.css?v=1785219605
creatorframework.io/tools/video-breakdown👉 LINKShttps://creatorframework.io/
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/creators
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/guides
creatorframework.io/tools/video-breakdown👉 LINKSBlog Article
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/showcase
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/pricing
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/login
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/register
creatorframework.io/tools/video-breakdown👉 LINKShttps://creatorframework.io/about
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/tools
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/creators/mrbeast
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/creators/ali-abdaal
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/creators/marques-brownlee
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/creators/johnny-harris
creatorframework.io/tools/video-breakdown👉 LINKSCreatorFramework Comparisons — How We Compare to Other YouTube Tools
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/terms
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/privacy
creatorframework.io/tools/video-breakdown👉 LINKScreatorframework.io/dmca
Landing👉 REFERENCEScreatorframework.io/static/brand/logo-mark.png?v=1785219605
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