# Ardaro Intent Routing Analyzer

> Ardaro Intent Routing Analyzer is a paid API for AI agents from agents.getardaro.com, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).

Analyzes a user intent and returns an advisory route category with a recommended model or action, flagging whether human review is required.

## Facts

- Endpoint: POST https://agents.getardaro.com/v1/agent-utilities/intent-routing/analyze
- Price: $0.15/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ardaro-intent-routing-analyzer-8388bb45
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_u5AHn03jtbivwhQlb9h-L

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability ardaro-intent-routing-analyzer-8388bb45 -d '<json body>'
```

Example prompt: Analyze this user intent and tell me what route category it falls into, whether a human needs to review it, and what the recommended model is: 'Calculate the compound interest on a $50,000 loan at 4.5% over 10 years.'

## When to prefer this

Use this endpoint when you need a lightweight advisory signal on how to route a user intent before committing to a model dispatch — especially in pipelines where human oversight is required for compliance or safety. Prefer it over full model-selection APIs when you want a fast, low-cost ($0.15 USDC) classification without actual execution. Best suited for agent orchestration layers that need a structured route category and a human-review flag as a pre-flight check.

## Known failure modes

- Ambiguous or empty intent text may result in a fallback ADVISORY_ROUTE status with no recommended model
- Routing is heuristic-only with no real-time model capability or pricing comparison, so recommendations may be suboptimal
- route_executed is always false — this endpoint advises but does not actually dispatch to a model
- human_review_required may be true for most complex intents, limiting automation value
- No schema validation on intent input may allow malformed requests to receive generic advisory responses

## How this service works

Evidence-bounded visibility into publicly discoverable x402 agent services.

## Output

Returns a JSON object containing a route category (e.g. 'structured-calculation-review'), the routing basis explanation (e.g. keyword heuristic), whether the route was executed, a recommended model (or null), whether human review is required, an overall status string, and a cryptographic identity hash for the analysis result.

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "result": {
   "status": "ADVISORY_ROUTE",
   "routing_basis": "Keyword heuristic only; no model capability, availability or price comparison",
   "route_category": "structured-calculation-review",
   "route_executed": false,
   "recommended_model": null,
   "human_review_required": true
  },
  "status": "review_required",
  "identities": {
   "analysis_result_identity": "res_19a76f4a4c3bf2b87a02d48260689dc0860e3d95de74e8d4ed8636866f73ccd8"
  },
  "service_id": "ardaro.route_model_intent",
  "contract_version": "ardaro.agent-utilities.response.v1"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ardaro-intent-routing-analyzer-8388bb45/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agents.getardaro.com](https://www.zero.xyz/host/agents.getardaro.com/llms.txt)