# Brand AI Visibility Analyzer

> Brand AI Visibility Analyzer is a paid API for AI agents from toolsmith-api.dassad10.workers.dev, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-13).

Runs a brand name across multiple AI engines to report visibility, sentiment, competitive positioning, and descriptors used by AI models

## Facts

- Endpoint: GET https://toolsmith-api.dassad10.workers.dev/t/brand/visibility
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/brand-ai-visibility-analyzer-35533f23
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_hiHSq-Ext-V-Ff0lnILze

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-ai-visibility-analyzer-35533f23
```

Example prompt: Can you check how AI models currently perceive and describe Notion in the productivity software category — I want to know if it gets mentioned, where it ranks versus competitors, what words the AIs use to describe it, and what we should do to improve its AI visibility?

## When to prefer this

Use this endpoint when you need to understand how a brand is currently perceived and described by AI models — especially useful for brand managers, marketers, and competitive analysts wanting to audit AI visibility before it becomes a blind spot. Prefer this over social listening or SEO tools when the specific concern is AI-mediated brand discovery and recommendation.

## Known failure modes

- Missing required 'brand' query parameter returns error
- Unknown or very obscure brand may return low-confidence or empty mention data
- Upstream AI engine timeouts may delay or partially fail the multi-engine sweep
- Payment failure (x402) blocks the call before execution
- Rate limiting on repeated calls for the same brand

## How this service works

See what AI models say about a brand right now. Runs category and reputation prompts across multiple AI engines (one web-grounded), then reports whether the brand is mentioned, its position vs competitors, sentiment, the exact descriptors used, gaps, and concrete recommendations. JSON report. $0.25 USDC per call, pay via x402, no API key.

## Output

A JSON report containing: whether the brand is mentioned across AI engines, its competitive ranking and positioning, sentiment score, exact descriptors and phrases used by AI models, identified visibility gaps, and concrete actionable recommendations to improve AI presence.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "required": [
      "brand"
     ],
     "properties": {
      "brand": {
       "type": "string",
       "description": "Brand or product name"
      },
      "domain": {
       "type": "string",
       "description": "Brand website, optional, improves accuracy"
      },
      "category": {
       "type": "string",
       "description": "Market category for best-of prompts, optional"
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "brand": "Acme CRM",
  "analysis": {
   "position": 3,
   "mentioned": true,
   "sentiment": "positive",
   "competitors": [
    "X",
    "Y"
   ],
   "recommendations": [
    "..."
   ]
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/brand-ai-visibility-analyzer-35533f23/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from toolsmith-api.dassad10.workers.dev](https://www.zero.xyz/host/toolsmith-api.dassad10.workers.dev/llms.txt)