Documentation tool

See Filter Compatibility for the authoritative filter contract and the coverage of every MCP tool.

search_documentation

Search the Qwairy knowledge base: product documentation, GEO guides, best practices, and strategy playbooks: without leaving your AI assistant. This tool connects to docs.qwairy.co and returns relevant documentation excerpts. If the documentation service is unavailable, it falls back to a local glossary and FAQ search.

Parameters

Parameter	Type	Required	Description
`query`	string	Yes	The search query (e.g., “How to improve visibility score”, “What is GEO”)

Returns

When documentation is available (Mintlify):

Field	Type	Description
`source`	string	Always `"mintlify"`
`results`	array	Matching documentation excerpts

When falling back to local data:

Field	Type	Description
`source`	string	Always `"local_fallback"`
`glossaryTerms`	array	Matching glossary terms with definitions
`faqItems`	array	Matching FAQ questions and answers

Example output

## GEO (Generative Engine Optimization)

GEO is the practice of optimizing your brand's presence in AI-generated
responses. Unlike traditional SEO which focuses on search engine rankings,
GEO targets how AI models like ChatGPT, Claude, and Gemini reference
and recommend your brand.

Metric definitions depend on the surface. In the product dashboard:
- **Mention Rate**: SELF-mentioned answers divided by answers with a SELF or DIRECT mention
- **Citation Rate**: SELF-citing answers divided by answers with a SELF or DIRECT citation
- **Share of Voice**: SELF mention occurrences divided by SELF plus DIRECT occurrences
- **Coverage**: distinct answered prompts with a SELF mention divided by distinct answered prompts

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## Improving your visibility score

1. Define a stable prompt, provider, and date scope
2. Inspect the stored answers and citations behind an observed gap
3. Check public access configuration against your intended crawler policy
4. Test one relevant content or distribution hypothesis and retain the baseline

Example prompts

What is GEO and how does it work?

How do I improve my visibility score?

What are the best practices for AI brand optimization?

Explain the difference between mention rate and source rate

OAuth scope

No specific scope required: documentation is publicly accessible.

Use cases

Onboarding: New users can ask the AI assistant to explain Qwairy concepts
Strategy guidance: Get GEO best practices while analyzing your data
Feature discovery: Learn about Qwairy features you haven’t tried yet
Terminology: Quickly understand metrics, scores, and report fields

Get started

Tool reference

Examples

Workflows

search_documentation

Parameters

Returns

Example output

Example prompts

OAuth scope

Use cases

​search_documentation

​Parameters

​Returns

​Example output

​Example prompts

​OAuth scope

​Use cases

search_documentation

Parameters

Returns

Example output

Example prompts

OAuth scope

Use cases