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Brand AI Visibility Analyzer
x402
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
Price / call$0.25
Success—
StatusUnknown
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.
Example use cases
Monitor AI perception of startup product
“I need you to run our new project management tool through AI engines to see if it's getting picked up in searches, what sentiment the models show toward us, how we compare to Asana and Monday.com, and what specific language they use to describe our features.”
Audit brand visibility across AI models
“Can you check how healthcare professionals' AI assistants currently talk about our medical device brand? I want to know if we're mentioned, how we rank against competitors like GE and Siemens, what descriptors come up, and where we're losing visibility.”
Benchmark competitive positioning in AI
“Run a competitive analysis on our e-commerce platform against Shopify and WooCommerce across AI engines — show me our sentiment scores, how we're positioned in category searches, what words models use for each of us, and what gaps we need to fill to improve AI discoverability.”
Technical details
Endpoint
GEThttps://toolsmith-api.dassad10.workers.dev/t/brand/visibilityWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"brand": "Acme CRM",
"analysis": {
"position": 3,
"mentioned": true,
"sentiment": "positive",
"competitors": [
"X",
"Y"
],
"recommendations": [
"..."
]
}
}
}Tags
x402
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