# Pharma AI Monitor - llms.txt
# This file provides a summary of our site for large language models.

## Company
Name: Pharma AI Monitor
Product: AI Pulse
Website: https://pharmaaimonitor.com
Category: B2B SaaS, Healthcare Technology, Pharmaceutical Marketing

## What We Do
Pharma AI Monitor provides LLM monitoring for pharmaceutical brand teams. Our product, AI Pulse, tracks how AI systems (ChatGPT, Claude, Gemini, Perplexity) describe and recommend pharmaceutical brands, measures share-of-answer, detects narrative drift, and verifies claim accuracy against prescribing information (PI).

## Problem We Solve
Pharmaceutical brands have a new visibility challenge: AI systems now answer patient and HCP questions about treatments, but brands have no visibility into what AI says, whether claims are accurate, or how they compare to competitors. Unlike traditional SEO, there are no rankings to check - AI answers are generated dynamically.

## How It Works
1. Monitor: Run standardized question sets across major LLMs to capture what AI says about your brand
2. Measure: Track share-of-answer, mention rate, ranking position vs competitors
3. Verify: Check AI claims against PI-backed evidence and authoritative sources
4. Act: Route findings to a governance queue with clear ownership and re-testing

## Key Features
- AI Pulse Score: Composite score measuring visibility, positioning, and truth alignment
- Provider-level monitoring: Track performance across ChatGPT, Claude, Gemini, Perplexity separately
- PI-backed verification: Every claim checked against prescribing information
- Influence source tracking: Identify which sources AI cites when discussing your brand
- Governance queue: MLR-ready audit trail with assigned owners
- Share-of-answer measurement: How often your brand appears vs competitors
- Narrative ownership: Track whether AI positions your brand correctly
- Re-test loop: Verify fixes actually improved AI responses

## Target Audience
- Pharmaceutical brand teams
- Omnichannel marketing teams
- Medical affairs teams
- Corporate communications
- Regulatory/MLR teams

## Site Structure

### Main Pages
- Homepage: https://pharmaaimonitor.com/
- About: https://pharmaaimonitor.com/about - Company mission, team, governed monitoring
- Product: https://pharmaaimonitor.com/product - AI Pulse features, three pillars, capabilities
- Glossary: https://pharmaaimonitor.com/glossary - 38 GEO and LLM monitoring terms with definitions

### Methodology (Technical Deep-Dives)
- Methodology Index: https://pharmaaimonitor.com/methodology
- Share-of-Answer Measurement: https://pharmaaimonitor.com/methodology/share-of-answer-measurement
- PI-Backed Claim Defensibility: https://pharmaaimonitor.com/methodology/pi-backed-claim-defensibility

### Case Studies
- Case Studies Index: https://pharmaaimonitor.com/case-studies
- Launch GEO Baseline: https://pharmaaimonitor.com/case-studies/launch-geo-baseline
- Global Omnichannel Governance: https://pharmaaimonitor.com/case-studies/global-omnichannel-governance

### Blog
- Blog Index: https://pharmaaimonitor.com/blog
- What is GEO for Pharma?: https://pharmaaimonitor.com/blog/what-is-geo-for-pharma
- How to Measure Share-of-Answer: https://pharmaaimonitor.com/blog/how-to-measure-share-of-answer
- PI-Backed Claims - Why LLMs Hallucinate: https://pharmaaimonitor.com/blog/pi-backed-claims-why-llms-hallucinate
- LLM Monitoring vs SEO vs Social Listening: https://pharmaaimonitor.com/blog/llm-monitoring-vs-seo-vs-social-listening

## Industry Terms
- GEO (Generative Engine Optimization): Optimizing brand presence in AI-generated answers
- LLM Monitoring: Tracking how large language models describe your brand
- Share-of-Answer: How often your brand appears in AI responses vs competitors
- AI Shelf-Space: Your brand's visibility and positioning in AI responses
- Narrative Drift: When AI representations deviate from approved messaging
- PI-Backed Verification: Checking AI claims against prescribing information
- Influence Graph: Mapping which domains and pages shape AI answers
- Truth Alignment: Degree to which AI statements match verified facts

## Contact
For demos and baseline assessments, visit: https://pharmaaimonitor.com/#contact

## Compliance Note
Pharma AI Monitor is designed for regulated industries. All outputs include audit trails, evidence links, and governance workflows suitable for MLR review.