Scan Results: https://tion-outreach.lovable.app/

Vanity URL: scan.glintbase.dev/scan/tion-outreach

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Openrouter scored 83 — you scored 24

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Ecosystem Discovery Analysis / tion-outreach.lovable.app

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
New Scan
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24
/ 100
LEGACY ECOSYSTEM
Agent Ecosystem Discovery
tion-outreach.lovable.app
Invisible to AI agents. No discoverable entrypoints, sitemaps, or structured schemas present.
FrameworkCustom Docs
Surfaces
2/13
Large Pages
0pgs
Nav Gap
0pts
Surface Inventory2 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
MISSING
✓
Developer Auth
ACTIVE
–
App Dashboard
MISSING
–
Developer Changelog
MISSING
–
Status Page
MISSING
Agent Journey Pathfinder (Deterministic)1/10 passed
○
Find Docs Overview
3 hops
●
Find llms.txt Entrypoint
1 hops
○
Authenticate
2 hops
○
Install SDK
3 hops
○
Create API Key
3 hops
○
Send First Request
1 hops
○
Resolve OpenAPI Operation
1 hops
○
Configure Webhook
3 hops
○
Locate Error Handling
3 hops
○
Recover from Setup Issue
3 hops
Ecosystem Diagnostic Dimensions
Discoverability
70/100
Machine Entrypoints
0/100
Canonical Sources
0/100
Content Quality
30/100
Graph Connectivity
79/100
Journey Success
0/100
Freshness / Drift
0/100
Runtime Validity
19/100

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.

● Company Blog

No active blog detected.

● 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

6 Nodes • 7 Edges
Initializing graph engine...

Ecosystem Connection Logs

tion-outreach.lovable.app👉 REFERENCESLanding
tion-outreach.lovable.app🚥 LEADS TOSitemap
tion-outreach.lovable.app👉 REFERENCESAuth / Login
Auth / Login👉 REFERENCEShttps://tion-outreach.lovable.app/auth?mode=signin
https://tion-outreach.lovable.app/auth?mode=signin👉 LINKShttps://tion-outreach.lovable.app/auth?mode=signin
Landing👉 REFERENCEShttps://tion-outreach.lovable.app/
https://tion-outreach.lovable.app/👉 LINKShttps://tion-outreach.lovable.app/auth?mode=signin
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Tion-outreach Agent Readiness scorecard — 24/100
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