# MarketPulse LLM Visibility Scorer

> MarketPulse LLM Visibility Scorer is a paid API for AI agents from marketpulse.theaslangroupllc.com, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).

Assesses how visible a brand or topic is in AI-generated answers (ChatGPT, Claude, Gemini, Google AI Overviews), scores the factors driving LLM citation, and delivers quick wins plus a six-week improvement plan.

## Facts

- Endpoint: GET https://marketpulse.theaslangroupllc.com/api/market/llm-visibility
- Price: $0.15/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/marketpulse-llm-visibility-scorer-d90b75b9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_k8XSjyCi_zQ1F4WN0MAH5

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-scorer-d90b75b9
```

Example prompt: Can you check how visible Acme Coffee Roasters is in ChatGPT, Claude, Gemini, and Google AI Overviews — score what's driving or hurting our LLM citations and give me quick wins plus a six-week plan to improve it?

## When to prefer this

Use this endpoint when you need to specifically measure and improve a brand's presence in AI-generated answers and LLM citations, as opposed to traditional organic search rankings. Ideal for marketing agents focused on answer engine optimization (AEO) rather than classic SEO, or when a client asks why ChatGPT or Claude never mentions their brand.

## Known failure modes

- Brand name too generic or ambiguous — results may reflect wrong entity
- Topic too broad — returns high-level guidance rather than brand-specific insights
- Rate limiting or payment failure via x402 protocol
- Brand has no existing web presence — limited data for scoring
- Non-English brands may have reduced coverage in some LLM citation analysis

## 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 AI visibility score for the brand/topic, a breakdown of specific factors driving or suppressing LLM citation across ChatGPT, Claude, Gemini, and Google AI Overviews, prioritized quick-win actions, and a structured six-week improvement roadmap.

## 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-scorer-d90b75b9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from marketpulse.theaslangroupllc.com](https://www.zero.xyz/host/marketpulse.theaslangroupllc.com/llms.txt)