Ecosystem Discovery Analysis / dodopayments.com

Agent-Readiness Index Report

score_version: ars-3.0.0 · ARS methodology

Enterprise Audit
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Executive PDF
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64
CGrade
/ 100
AI-CAPABLE ECOSYSTEM
Agent Ecosystem Discovery
dodopayments.com
Archetype: Developer Platform & APIDenominator: 99 pts
Partial exploration capabilities. Lacks critical schemas or machine-indexing entrypoints.
FrameworkCustom Docs
Surfaces
12/13
Large Pages
0pgs
Nav Gap
0pts
Developer Track & MCP Parity
Inspect in CLI or test live agent trajectories in Flight Simulator
Flight Simulator
Surface Inventory12 of 13 active
✓
sitemap.xml Index
ACTIVE
✓
llms.txt Index
ACTIVE
✓
llms-full.txt Spec
ACTIVE
–
OpenAPI Schema
MISSING
✓
MCP Configuration
ACTIVE
✓
GitHub Repository
ACTIVE
✓
Documentation Root
ACTIVE
✓
API Reference
ACTIVE
✓
Company Blog
ACTIVE
✓
Developer Auth
ACTIVE
✓
App Dashboard
ACTIVE
✓
Developer Changelog
ACTIVE
✓
Status Page
ACTIVE
ARS 3.0 Machine Topology MapSub-5s Discovered Surfaces
Visual graph connecting verified machine-readable endpoints across the target ecosystem.
Active
Missing
Partial
dodopayments.comactive

Host ecosystem entrypoint for autonomous agents.

Inspect Endpoint
ARS 3.0 Standard · 4-Layer Dynamic Architecture119 Discrete Checks
Layer 1: Discovery1/16 checks passed
5/20
Remediate
Layer 2: Access & Understanding26/41 checks passed
26/30
Optimal+3 bonus
Layer 3: Usability & Interoperability14/56 checks passed
32/35
Needs attention+11 bonus
Layer 4: Payments & Machine Commerce0/6 checks passed
0/0
N/A (Skipped)

Problems

19 detected
●Generate Agent Resource Discovery (ard.json)
discovery

Missing /.well-known/ard.json (ARD v0.91) specification

Target:public/.well-known/ard.json
●registry-branding
discovery

MCP manifest branding missing or incomplete at /.well-known/mcp/manifest.json

●npm-sdk-package
payments

No official SDK package found under scope dodopayments

●agent-rules-repo
payments

Missing autonomous agent guideline rules (.claude/rules or .cursorrules)

●skills-sh-listed
payments

Not listed in skills.sh verified skills registry

●Generate OpenAPI 3.1 Specification
access

Missing OpenAPI 3.x machine specification (/openapi.json)

Target:public/openapi.json
●cors-headers
payments

CORS Access-Control-Allow-Origin header not present on root

●content-type-charset
access

Content-Type header missing explicit charset

●etag-caching
payments

ETag caching header missing on response

●text-density-ratio
payments

Text density ratio: 4%

●mcp-tools-breadth
usability

Product MCP lacks tool breadth (<3 tools)

●auth-md-stage-discover
usability

Stage 1 (Discover) missing

●auth-md-stage-methods
usability

Stage 2 (Methods) missing

●auth-md-stage-register
usability

Stage 3 (Register) missing

●auth-md-stage-claim
usability

Stage 4 (Claim) missing

●auth-md-stage-exchange
usability

Stage 5 (Exchange) missing

●auth-md-stage-use
usability

Stage 6 (Use) missing

●auth-md-stage-errors
usability

Stage 7 (Errors) missing

●auth-md-stage-revocation
usability

Stage 8 (Revocation) missing

Solutions

2 available
●Generate Agent Resource Discovery (ard.json)
discovery
Target:public/.well-known/ard.json
Target File: public/.well-known/ard.json
Command: glintbase remediate ard.json

+ {
+   "$schema": "https://agentcard.org/v0.91/ard.json",
+   "id": "urn:air:dodopayments.com:main",
+   "name": "dodopayments",
+   "capabilities": ["tools", "context"]
+ }
●Generate OpenAPI 3.1 Specification
payments
Target:public/openapi.json
Target File: public/openapi.json
Command: glintbase remediate openapi.json

+ {
+   "openapi": "3.1.0",
+   "info": { "title": "Acme API", "version": "1.0.0" },
+   "paths": {}
+ }

Audit Items

Problem Summary Prompt

Copy an ARS 3.0 compressed diagnostic defect summary structured by layer for teams or LLM pipelines.

Fixes / Solutions Prompt

Copy ARS 3.0 remediation files, patches, and CLI fix commands directly for Cursor, Claude Code, or Copilot.

Autonomous Agent Flight Simulator

Test Real Agent Execution In The Cockpit

Evaluate real-world agent execution against this ecosystem across Claude Code, Cursor & Windsurf, and Perplexity Sonar. Measure token consumption tax, schema friction risks, and autonomous credential handshakes.

5-Phase TrajectoryBPE Token Tax CounterTime-to-First-Tool-Call (TTFTC)Schema Friction Index
Launch Flight Simulator
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Dodopayments Agent Readiness scorecard — 64/100
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