Check whether AI answer engines cite your site, and for which prompts. Uses your own Perplexity key.
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analyze_website_aeo Read-only
Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.
Install
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
claude mcp add --transport http aeo-visibility https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp
Tools (5)
analyze_website_aeoCrawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.
read-only
Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.
| Argument | Type | Description |
|---|---|---|
| url* | string |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"format": "uri"
}
},
"additionalProperties": false
}check_ai_visibilityQuery Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank.
read-only
Query Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank.
| Argument | Type | Description |
|---|---|---|
| url* | string | The site URL to check for citations. |
| prompt* | string | The end-user question to test. |
| perplexityApiKey* | string | Your Perplexity API key (BYOK). Request-scoped; never stored or logged. |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"prompt",
"url",
"perplexityApiKey"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"description": "The site URL to check for citations."
},
"prompt": {
"type": "string",
"minLength": 1,
"description": "The end-user question to test."
},
"perplexityApiKey": {
"type": "string",
"minLength": 1,
"description": "Your Perplexity API key (BYOK). Request-scoped; never stored or logged."
}
},
"additionalProperties": false
}compare_competitor_visibilityRun one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.
read-only
Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.
| Argument | Type | Description |
|---|---|---|
| urls* | array | Two or more competitor URLs to rank. |
| prompt* | string | |
| perplexityApiKey* | string | Your Perplexity API key (BYOK). Request-scoped; never stored or logged. |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"prompt",
"urls",
"perplexityApiKey"
],
"properties": {
"urls": {
"type": "array",
"items": {
"type": "string",
"format": "uri"
},
"minItems": 2,
"description": "Two or more competitor URLs to rank."
},
"prompt": {
"type": "string",
"minLength": 1
},
"perplexityApiKey": {
"type": "string",
"minLength": 1,
"description": "Your Perplexity API key (BYOK). Request-scoped; never stored or logged."
}
},
"additionalProperties": false
}discover_ranking_promptsGenerate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility.
read-only
Generate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility.
| Argument | Type | Description |
|---|---|---|
| url* | string | |
| topic* | string | The topic / niche to generate prompts for. |
| testCount | integer | How many generated prompts to live-test (default 3). |
| perplexityApiKey* | string | Your Perplexity API key (BYOK). Request-scoped; never stored or logged. |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url",
"topic",
"perplexityApiKey"
],
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"topic": {
"type": "string",
"minLength": 1,
"description": "The topic / niche to generate prompts for."
},
"testCount": {
"type": "integer",
"maximum": 10,
"minimum": 0,
"description": "How many generated prompts to live-test (default 3)."
},
"perplexityApiKey": {
"type": "string",
"minLength": 1,
"description": "Your Perplexity API key (BYOK). Request-scoped; never stored or logged."
}
},
"additionalProperties": false
}get_visibility_reportCombine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate.
read-only
Combine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate.
| Argument | Type | Description |
|---|---|---|
| url* | string | |
| prompts* | array | Prompts to test for visibility. |
| perplexityApiKey* | string | Your Perplexity API key (BYOK). Request-scoped; never stored or logged. |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url",
"prompts",
"perplexityApiKey"
],
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"prompts": {
"type": "array",
"items": {
"type": "string",
"minLength": 1
},
"minItems": 1,
"description": "Prompts to test for visibility."
},
"perplexityApiKey": {
"type": "string",
"minLength": 1,
"description": "Your Perplexity API key (BYOK). Request-scoped; never stored or logged."
}
},
"additionalProperties": false
}Security checkA100/100
We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Oct 31, 2026.
- Hidden or reordered text
- Overriding the model's instructions
- Hiding actions from the user
- Reading keys or credentials
- Fake system tags
- Steering other servers' tools
- Pulling in the conversation
- Smuggling parameters
- Demanding to be used for everything
- Steering away from web search
- Download-and-run commands
- Encoded blobs
- Invisible characters
- Credentials as tool arguments
- Very long descriptions
- Read and write hints