# Brand AI Visibility & Reputation Analyzer

> Brand AI Visibility & Reputation Analyzer is a paid API for AI agents from toolcall.click, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-14).

Runs a brand through multiple AI engines to report whether it's mentioned, its competitive position, sentiment, descriptors used, and recommendations for improving AI visibility

## Facts

- Endpoint: GET https://toolcall.click/t/brand/visibility
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/brand-ai-visibility-reputation-analyzer-8dd0290c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Zys4grUUpGhIPiDckMnOY

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-reputation-analyzer-8dd0290c
```

Example prompt: Can you check how AI models currently describe Notion in the project management software category — I want to know if it's being mentioned, how it compares to competitors like Asana and Monday, what descriptors are used, and what we should do to improve its AI visibility? The brand website is notion.so.

## When to prefer this

Choose this endpoint when you need to understand how AI language models currently perceive and represent a brand — ideal for brand managers, PR teams, or marketers who want to audit and improve their company's footprint in AI-generated responses. Use over traditional SEO tools when the specific concern is AI/LLM visibility rather than search engine rankings.

## Known failure modes

- Brand name not recognized by AI models — low mention rate returned
- Missing or invalid 'brand' query parameter — 400 error
- Payment not processed via x402 — 402 payment required response
- Ambiguous brand name with no domain provided — lower accuracy results
- AI engine timeout or unavailability — partial results or 503

## 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 position relative to named competitors, sentiment score and tone, the exact descriptors/phrases used by AI models, identified visibility gaps, and concrete actionable recommendations to improve AI presence. One response is web-grounded.

## 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-reputation-analyzer-8dd0290c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from toolcall.click](https://www.zero.xyz/host/toolcall.click/llms.txt)