# Qonoro Competitor Intelligence Analyzer

> Qonoro Competitor Intelligence Analyzer is a paid API for AI agents from api.qonoro.ai, paid per call via x402, $0.3/call, status unknown (last checked 2026-09-15).

Analyzes a company to identify its competitors, returning competitor types, confidence scores, reasoning, and source URLs.

## Facts

- Endpoint: POST https://api.qonoro.ai/v1/competitors/analyze
- Price: $0.3/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/qonoro-competitor-intelligence-analyzer-f59f6b37
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_37w-r5tbktsnjxIdLsrDy

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 qonoro-competitor-intelligence-analyzer-f59f6b37 -d '<json body>'
```

Example prompt: Who are the main competitors of Notion — give me both direct and indirect ones, with confidence scores and where you found that information.

## When to prefer this

Choose this endpoint when you need structured, scored competitor data with source citations for a specific company, especially in agentic workflows that require explainability (confidence scores + reasoning). Prefer it over generic web search when you need normalized competitor types (direct/indirect) and machine-readable confidence signals rather than raw text.

## Known failure modes

- Unknown or obscure company name returns empty competitor list or low-confidence results
- Ambiguous company name (common words) may match wrong entity — use domain for disambiguation
- Rate limiting or payment failure returns 402 or 429 error
- Newly founded companies with limited web presence may return sparse results
- Source URLs may be stale or no longer accessible

## How this service works

Competitor intelligence for autonomous agents, including competitor types, reasons, confidence scores, and source URLs.

## Output

Returns a structured list of competitor companies for the queried business, each with a competitor type (e.g. direct, indirect, substitute), a confidence score indicating how certain the classification is, a human-readable reason for the classification, and source URLs backing the finding.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "depth": {
   "enum": [
    "standard",
    "deep"
   ],
   "type": "string",
   "default": "standard"
  },
  "website": {
   "type": "string",
   "description": "Official company website"
  },
  "company_name": {
   "type": "string",
   "description": "Company name to research"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/qonoro-competitor-intelligence-analyzer-f59f6b37/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.qonoro.ai](https://www.zero.xyz/host/api.qonoro.ai/llms.txt)