# llm-facts.txt - Atomic facts about ContextAI Q

## Company Facts
- ContextAI Q is an AI visibility advisory company.
- ContextAI Q is based in Portugal.
- ContextAI Q serves clients globally via remote delivery.
- ContextAI Q travels to the Middle East for in-person client work.
- ContextAI Q website is contextaiq.com.
- ContextAI Q email is hello@contextaiq.com.

## Core Service: AI Visibility Audit
- The AI Visibility Audit costs €500.
- The AI Visibility Audit has a fixed scope.
- The AI Visibility Audit tests 20 strategic queries.
- The AI Visibility Audit benchmarks against 3 competitors.
- The AI Visibility Audit evaluates 4 LLMs: ChatGPT, Claude, Gemini, Perplexity.
- The AI Visibility Audit is delivered in 5-7 business days.
- The AI Visibility Audit includes a PDF report.
- The AI Visibility Audit includes a visibility scorecard.
- The AI Visibility Audit includes an evidence archive of LLM responses.
- The AI Visibility Audit includes a competitive matrix.
- The AI Visibility Audit includes a prioritized action roadmap.
- The AI Visibility Audit includes an optional 30-minute walkthrough.

## What ContextAI Q Measures
- AI Share-of-Voice: how often a brand appears in AI-generated responses.
- Citation Rate: how frequently LLMs attribute information to a brand's sources.
- Accuracy Score: correctness of information presented about a brand.
- Hallucination Flags: false or fabricated information about a brand.
- Competitive Displacement: queries where competitors appear but the brand doesn't.

## Additional Services
- Implementation services are custom-scoped based on audit findings.
- Monitoring retainer provides ongoing tracking and optimization.
- Implementation pricing is discovery-based and starts at €2,500.
- Monitoring retainer is priced monthly and starts at €1,500 per month.

## Methodology
- ContextAI Q uses a structured, repeatable methodology.
- The methodology includes five phases: scope and query selection, multi-LLM testing, visibility + accuracy scoring, root-cause analysis, and roadmap delivery.
- Visibility scoring uses a 0-100 scale.
- Visibility scoring comprises: appearance (0-40), prominence (0-30), accuracy (0-30).

## What ContextAI Q Does Not Do
- ContextAI Q does not provide traditional SEO services.
- ContextAI Q does not fabricate statistics or benchmarks.
- ContextAI Q does not make unsubstantiated claims.
- The AI Visibility Audit is not an implementation service (available separately).
- The AI Visibility Audit is not ongoing monitoring (retainer available).