# MarketPulse LLM Visibility Analyzer

> MarketPulse LLM Visibility Analyzer is a paid API for AI agents from marketpulse-brown.vercel.app, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-15).

Analyzes and reports on how often and how favorably a brand is cited by AI assistants like ChatGPT, Claude, Gemini, and Google AI Overviews

## Facts

- Endpoint: GET https://marketpulse-brown.vercel.app/api/market/llm-visibility
- Price: $0.15/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/marketpulse-llm-visibility-analyzer-07885e8c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ktzxZtY73A-HVo8cCpRIt

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 marketpulse-llm-visibility-analyzer-07885e8c
```

Example prompt: Can you check how visible my brand 'Acme Analytics' is across AI assistants like ChatGPT, Claude, and Gemini — I want to know how often it gets cited and how we compare to competitors in the business intelligence space?

## When to prefer this

Use this endpoint when you need to understand how a specific brand is being represented and cited by AI assistants in real-time, particularly for LLM SEO optimization, brand monitoring in the AI era, or competitive benchmarking against rivals in AI-generated content. Prefer this over traditional SEO tools when the goal is specifically AI assistant visibility rather than web search ranking.

## Known failure modes

- Brand name not recognized or too generic — returns low-confidence or empty results
- Rate limiting or quota exceeded — HTTP 429 response
- Payment not processed correctly via x402 — HTTP 402 response
- Malformed query parameters — HTTP 400 with validation error
- Downstream LLM sampling failure — HTTP 500 or partial results

## How this service works

Does ChatGPT, Claude, Gemini or Google AI Overviews even know this brand exists? Assesses current AI-answer visibility, scores the specific factors driving LLM citation, and returns quick wins plus a six-week plan to improve it, for a given brand and/or topic. Worldwide. For marketing and answer-engine-optimization agents.

## Output

Returns an analysis of the brand's citation frequency and sentiment across major AI assistants (ChatGPT, Claude, Gemini, Google AI Overviews), including visibility scores, citation context, and potentially actionable recommendations to improve AI-generated brand mentions.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "lang": {
   "type": "string",
   "description": "Language to respond in — defaults to English"
  },
  "brand": {
   "type": "string",
   "description": "The brand to assess AI-answer visibility for — provide brand and/or topic"
  },
  "topic": {
   "type": "string",
   "description": "The topic or category to assess AI visibility within — provide brand and/or topic"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "disclaimer": "AI citation patterns change frequently. Re-assess monthly as LLM training and retrieval methods evolve.",
  "quick_wins": [
   {
    "action": "Add an FAQPage schema block to the service page",
    "effort": "low",
    "how_to": "Mark up the 5 most common customer questions with FAQPage schema",
    "impact": "medium"
   }
  ],
  "eat_signals": {
   "expertise": "Add technician credentials and years-in-business",
   "trustworthiness": "Display licensing info and verified reviews prominently",
   "authoritativeness": "Earn citations from local news or trade directories"
  },
  "amazon_search": "The Art of SEO by Eric Enge",
  "schema_markup": {
   "why": "Structured data helps AI systems extract and attribute answers",
   "priority_pages": "Homepage and primary service pages",
   "recommended_types": [
    "FAQPage",
    "LocalBusiness"
   ]
  },
  "six_week_plan": [
   {
    "week": "1-2",
    "action": "Publish FAQ page with schema markup"
   },
   {
    "week": "3-4",
    "action": "Add pricing transparency page"
   }
  ],
  "competitor_gap": "Top local competitors publish pricing ranges directly on their sites, which AI systems favor when answering cost questions",
  "why_it_matters": "AI Overviews and chat assistants increasingly answer local-service queries before a user ever clicks a search result",
  "llm_citation_factors": [
   {
    "score": "low",
    "factor": "Structured FAQ content answering direct customer questions",
    "what_to_do": "Publish a dedicated FAQ page with question-form headings"
   }
  ],
  "visibility_assessment": "Low — no evidence this brand is currently surfaced in AI-generated answers for its core service category",
  "content_types_ai_favors": [
   "Direct-answer FAQs",
   "Step-by-step how-to content",
   "Pricing transparency pages"
  ]
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/marketpulse-llm-visibility-analyzer-07885e8c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from marketpulse-brown.vercel.app](https://www.zero.xyz/host/marketpulse-brown.vercel.app/llms.txt)