# Brand Mention Finder with Sentiment

> Brand Mention Finder with Sentiment is a paid API for AI agents from agent.connskill.com, paid per call via x402, $0.08/call, status unknown (last checked 2026-09-13).

Searches the web for mentions of a brand or keyword, returning source page URLs and sentiment analysis for each mention

## Facts

- Endpoint: POST https://agent.connskill.com/v1/brand-mentions
- Price: $0.08/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/brand-mention-finder-with-sentiment-fcc42c0c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_A4Gph3ytnMg4K_OC671C5

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 brand-mention-finder-with-sentiment-fcc42c0c -d '<json body>'
```

Example prompt: Find up to 30 web mentions of 'Notion' for me, including which pages they appear on and whether the sentiment is positive, negative, or neutral.

## When to prefer this

Choose this endpoint when you need to discover where a brand or keyword is being discussed across the web and want sentiment context alongside source URLs — especially useful for brand monitoring, reputation management, or competitive intelligence. Prefer this over generic search APIs when you specifically need sentiment-labeled mentions rather than raw search results.

## Known failure modes

- Missing required 'keyword' field returns validation error
- Limit exceeding 50 is capped or rejected
- Keyword with no web presence returns empty results list
- Network timeout if web crawl takes too long
- Payment failure if USDC balance is insufficient

## How this service works

Web mentions of a brand or keyword with source page and sentiment (Content Analysis index)

## Output

A list of web mentions (up to the requested limit, default 20) for the given brand or keyword, each with the source page URL and a sentiment signal (positive, negative, or neutral) indicating the tone of the mention on that page.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "keyword"
 ],
 "properties": {
  "limit": {
   "type": "number",
   "description": "max 50, defaults to 20"
  },
  "keyword": {
   "type": "string",
   "description": "Brand or keyword to find mentions of. A one-element list is also accepted; its first entry is used."
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "description": "Web mentions of a brand or keyword with source page and sentiment (Content Analysis index)"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/brand-mention-finder-with-sentiment-fcc42c0c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agent.connskill.com](https://www.zero.xyz/host/agent.connskill.com/llms.txt)