Does ChatGPT, Claude, Gemini or Google AI Overviews even know this brand exists? Assesses
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.
150000 (raw units)
price
1
calls / 30d
1
unique payers
2026-08-20
updated
Provider
marketpulse.theaslangroupllc.com · discovered, not yet claimed by its owner
Payment (x402 accepts[])
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]Output schema
{
"bazaar": {
"info": {
"input": {
"method": "GET",
"queryParams": {
"brand": "Acme Plumbing",
"lang": "en",
"topic": "emergency plumber Manchester UK"
},
"type": "http"
},
"output": {
"example": {
"amazon_search": "The Art of SEO by Eric Enge",
"competitor_gap": "Top local competitors publish pricing ranges directly on their sites, which AI systems favor when answering cost questions",
"content_types_ai_favors": [
"Direct-answer FAQs",
"Step-by-step how-to content",
"Pricing transparency pages"
],
"disclaimer": "AI citation patterns change frequently. Re-assess monthly as LLM training and retrieval methods evolve.",
"eat_signals": {
"authoritativeness": "Earn citations from local news or trade directories",
"expertise": "Add technician credentials and years-in-business",
"trustworthiness": "Display licensing info and verified reviews prominently"
},
"llm_citation_factors": [
{
"factor": "Structured FAQ content answering direct customer questions",
"score": "low",
"what_to_do": "Publish a dedicated FAQ page with question-form headings"
}
],
"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"
}
],
"schema_markup": {
"priority_pages": "Homepage and primary service pages",
"recommended_types": [
"FAQPage",
"LocalBusiness"
],
"why": "Structured data helps AI systems extract and attribute answers"
},
"six_week_plan": [
{
"action": "Publish FAQ page with schema markup",
"week": "1-2"
},
{
"action": "Add pricing transparency page",
"week": "3-4"
}
],
"visibility_assessment": "Low — no evidence this brand is currently surfaced in AI-generated answers for its core service category",
"why_it_matters": "AI Overviews and chat assistants increasingly answer local-service queries before a user ever clicks a search result"
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"method": {
"enum": [
"GET",
"HEAD",
"DELETE"
],
"type": "string"
},
"queryParams": {
"properties": {
"brand": {
"description": "The brand to assess AI-answer visibility for — provide brand and/or topic",
"type": "string"
},
"lang": {
"description": "Language to respond in — defaults to English",
"type": "string"
},
"topic": {
"description": "The topic or category to assess AI visibility within — provide brand and/or topic",
"type": "string"
}
},
"type": "object"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
},
"builder-code": {
"info": {
"a": "bc_gxy6qn5p"
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"a": {
"description": "App builder code",
"pattern": "^[a-z0-9_]{1,32}$",
"type": "string"
},
"s": {
"description": "Service builder codes",
"items": {
"pattern": "^[a-z0-9_]{1,32}$",
"type": "string"
},
"type": "array"
},
"w": {
"description": "Wallet builder code",
"pattern": "^[a-z0-9_]{1,32}$",
"type": "string"
}
},
"type": "object"
}
}
}Use it
curl
curl "https://marketpulse.theaslangroupllc.com/api/market/llm-visibility" # -> 402 Payment Required, accepts[] lists how to pay # retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid
JavaScript
const res = await fetch("https://marketpulse.theaslangroupllc.com/api/market/llm-visibility");
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}Python
import httpx
res = httpx.get("https://marketpulse.theaslangroupllc.com/api/market/llm-visibility")
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerMachine-readable
Everything on this page is also available as clean JSON at /resources/4664.json, and this resource appears in /discovery/resources and /discovery/search.