HiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research
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Generate the AI-visibility questions for any brand from its website: the kinds of questions real customers ask ChatGPT, Perplexity, and Google when choosing in that market, mapped to the six ANSWER categories (Appearance, Nomination, Showdown, Worth, Expertise, Reputation). Useful for AEO and GEO research and content planning. It reads the site to infer the brand; pass brandName and description if the site cannot be read automatically.
The brand's website or domain, e.g. example.com. Required.
Optional. Only needed if the site cannot be read automatically (a JavaScript-heavy or very small site).
Optional. One line on what the business sells. Only needed if the site cannot be read automatically.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Generate the AI-visibility questions for any brand from its website: the kinds of questions real customers ask ChatGPT, Perplexity, and Google when choosing in that market, mapped to the six ANSWER categories (Appearance, Nomination, Showdown, Worth, Expertise, Reputation). Useful for AEO and GEO research and content planning. It reads the site to infer the brand; pass brandName and description if the site cannot be read automatically.
| Argument | Type | Description |
|---|---|---|
| website* | string | The brand's website or domain, e.g. example.com. Required. |
| brandName | string | Optional. Only needed if the site cannot be read automatically (a JavaScript-heavy or very small site). |
| description | string | Optional. One line on what the business sells. Only needed if the site cannot be read automatically. |
{
"type": "object",
"required": [
"website"
],
"properties": {
"website": {
"type": "string",
"description": "The brand's website or domain, e.g. example.com. Required."
},
"brandName": {
"type": "string",
"description": "Optional. Only needed if the site cannot be read automatically (a JavaScript-heavy or very small site)."
},
"description": {
"type": "string",
"description": "Optional. One line on what the business sells. Only needed if the site cannot be read automatically."
}
},
"additionalProperties": false
}The ANSWER framework for measuring AI visibility: the six categories, the 0 to 4 response rubric, category weights, score bands, and the letter-grade scale. Use it to explain what an AI visibility score means and how each category is defined.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}One published HiBot article by slug, rendered as readable Markdown with its canonical URL. Reference reading on AI visibility and the ANSWER framework.
| Argument | Type | Description |
|---|---|---|
| slug* | string | Article slug from list_blog_articles or search_blog. |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Article slug from list_blog_articles or search_blog."
}
},
"additionalProperties": false
}Published HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Reference reading.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Articles to return. Default 20. |
| offset | integer | Articles to skip for paging. Default 0. |
| category | string | Optional ANSWER category slug: general, appearance, nomination, showdown, worth, expertise, or reputation. |
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1,
"description": "Articles to return. Default 20."
},
"offset": {
"type": "integer",
"minimum": 0,
"description": "Articles to skip for paging. Default 0."
},
"category": {
"type": "string",
"description": "Optional ANSWER category slug: general, appearance, nomination, showdown, worth, expertise, or reputation."
}
},
"additionalProperties": false
}Keyword search over published HiBot articles, ranked by relevance, each with its page URL. Reference reading on AI visibility and the ANSWER framework.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Results to return. Default 10. |
| query* | string | Keywords to search for. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 20,
"minimum": 1,
"description": "Results to return. Default 10."
},
"query": {
"type": "string",
"description": "Keywords to search for."
}
},
"additionalProperties": false
}