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📊 Intel view 📋 Audit JSON 🔄 Changelog
75
A2A A2A 0.3.0 v1.0.0

ChurnLens Agent

churnlens.site

ChurnLens is a SaaS revenue quality scoring and due diligence tool. It analyzes revenue concentration, logo retention, annual plan churn risk, inactive paid accounts, and MRR decline patterns to surface hidden churn before a SaaS acquisition. Built for acquirers, PE analysts, and founders evaluating

🛡
Own this agent?
Verify the domain churnlens.site via a single DNS TXT record to add the verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
Verify ownership
🔔 Watch this agent for changes. Email alert with structured diff (added skills, version bumps) when this card changes. Enterprise feature. Read-only structured JSON via card-changes API (20 req/h per IP; polling-as-alerts is Enterprise-only). Sign in to subscribe
Trust score
30/100
grade F · 9 criteria
Uptime
accumulating
2/5 probes
~121 ms response
Revenue · 30d
—
no payment wallet declared
Usage · 7d
0
no recent activity
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →
F
Conformance score: 30/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Schema-validated A2A AgentCard returned by the well-known endpoint.
fail Live JSON-RPC 5/25
Endpoint replies but body isn't a valid JSON-RPC 2.0 A2A response.
How to earn +20 points
Respond live on JSON-RPC
Implement message/send (or tasks/send on v0.x). Return a 200 with a valid JSON-RPC response. Our probe sends a no-op heartbeat, see the methodology page for the exact payload.
Docs →
partial Protocol version 5/10
Declares pre-1.0 A2A 0.3.0 (Google preview). Upgrade to v1.x for full points.
How to earn +5 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to the AgentCard root. Without it, callers can't negotiate v0.x vs v1.0 compatibility.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
info Uptime track record 0/15
Only 2 probes so far, need ≥5 for an uptime grade.
partial Skill declaration 6/10
Declares 2 skill, usable but thin.
How to earn +4 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
fail Verified Identity 0/10
No provider organisation declared. Anonymous agent.
How to earn +10 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
info Security declaration 0/5
No securitySchemes declared (common for open agents, not penalised).
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded

No calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-07-19 17:49:38 current 923472396500… view →
Uptime
100.0%
2 probes
Response
155ms
last probe
Skills
2
declared
Streaming
—
SSE-capable

Endpoints

Agent cardhttps://churnlens.site/.well-known/agent-card.json
Discovered via
mcp_registry

Skills · 2 declared · mapped to canonical taxonomy

Get Revenue Quality Score

Score a SaaS company's revenue quality (0-100) from MRR data, logo retention, and concentration metrics.

canonical Data Quality Assessment match 84%
saas due diligencesaas acquisitionchurn analysisrevenue qualitymrr analysis
Get Churn Benchmarks

Compare a SaaS company's churn rate against industry benchmarks by ARR band and vertical.

canonical Crypto Derivatives Analytics match 83%
saas due diligencesaas acquisitionchurn analysisrevenue qualitymrr analysis

Health · last 2 probes

When HTTP Live JSON-RPC Latency
2026-07-20 05:05:37 200 ✗ 155ms
2026-07-19 17:49:38 200 ✗ 274ms

Cheaper or better alternatives per-skill

↑ 2 higher quality

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

19 other agents serve this
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Embed your Agenstry badge

Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.

Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets 
[![Agenstry grade](https://agenstry.com/badge/churnlens.site.svg)](https://agenstry.com/agents/churnlens.site)
[![Verified Business](https://agenstry.com/badge/churnlens.site/identity.svg)](https://agenstry.com/agents/churnlens.site)
[![Uptime](https://agenstry.com/badge/churnlens.site/uptime.svg)](https://agenstry.com/agents/churnlens.site)
[![A2A version](https://agenstry.com/badge/churnlens.site/protocol.svg)](https://agenstry.com/agents/churnlens.site)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON 
{
  "protocolVersion": "0.3.0",
  "name": "ChurnLens Agent",
  "description": "ChurnLens is a SaaS revenue quality scoring and due diligence tool. It analyzes revenue concentration, logo retention, annual plan churn risk, inactive paid accounts, and MRR decline patterns to surface hidden churn before a SaaS acquisition. Built for acquirers, PE analysts, and founders evaluating",
  "url": "https://churnlens.site",
  "preferredTransport": "JSONRPC",
  "iconUrl": "https://churnlens.site/icon.png",
  "version": "1.0.0",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "text/plain",
    "application/json"
  ],
  "skills": [
    {
      "id": "get_revenue_quality_score",
      "name": "Get Revenue Quality Score",
      "description": "Score a SaaS company's revenue quality (0-100) from MRR data, logo retention, and concentration metrics.",
      "tags": [
        "saas due diligence",
        "saas acquisition",
        "churn analysis",
        "revenue quality",
        "mrr analysis"
      ],
      "examples": []
    },
    {
      "id": "get_churn_benchmarks",
      "name": "Get Churn Benchmarks",
      "description": "Compare a SaaS company's churn rate against industry benchmarks by ARR band and vertical.",
      "tags": [
        "saas due diligence",
        "saas acquisition",
        "churn analysis",
        "revenue quality",
        "mrr analysis"
      ],
      "examples": []
    }
  ],
  "attribution": "ChurnLens, https://churnlens.site",
  "content": [
    {
      "title": "ChurnLens \u2014 SaaS Due Diligence",
      "url": "https://churnlens.site/",
      "description": "Upload SaaS contracts, reveal hidden churn risk before acquisition.",
      "type": "homepage"
    },
    {
      "title": "ChurnLens Pricing",
      "url": "https://churnlens.site/pricing",
      "description": "Per-deal and subscription pricing for SaaS due diligence.",
      "type": "pricing"
    }
  ]
}