# AI Reveal Map
# By Hacestek International, LLC

## What this is
AI Reveal Map is an AI recommendation readiness diagnostic tool for hotels and hospitality brands. It measures the R2R Score (Ready to Recommend) - a composite score that estimates how likely AI systems are to recommend a property when travelers ask for hotel recommendations.

## Who it is for
Boutique hotels, independent hotels, luxury resorts, luxury vacation rentals, and hospitality brands who want to appear in AI-generated travel recommendations from ChatGPT, Perplexity, Gemini, and Claude.

## What it does
- Analyzes hotel website signals and entity identity coherence
- Scores 4 R2R dimensions
- Tests live AI recommendation behavior across Perplexity, ChatGPT, and Gemini
- Returns R2R Score (0-100)
- Identifies primary constraint blocking AI recommendation
- Delivers priority fixes with exact actions

## The R2R Score Framework
Four dimensions of AI recommendation readiness:
1. Identity Clarity (30%) - how clearly AI can identify what the property is
2. Structural Extractability (30%) - how easily AI can extract key facts from the website
3. Schema Readiness (20%) - whether structured data exists for AI and booking agents
4. Content Authority (20%) - depth and credibility of website content

Additional signals evaluated:
- Entity Identity Coherence across website, OTAs, GBP, TripAdvisor, and Wikidata
- Multi-engine AI recommendation test (Perplexity, ChatGPT, Gemini)
- Agentic booking readiness (ReserveAction/BuyAction schema detection)
- Platform presence and source typing (owned, platform, earned)

## The Ign(AI)te System
AI Reveal Map is part of the Ign(AI)te system by Hacestek International - the master methodology for AI visibility, interpretability, and recommendation architecture in hospitality.

## Methodology
Based on a benchmark study of 343 boutique and independent hotels across North America, Europe, the Caribbean, and Latin America. Properties with aligned identity signals across all sources are recommended by AI at significantly higher rates.

Research foundation includes:
- Princeton GEO study (KDD 2024): content optimization boosts AI visibility 30-40%
- Semrush (304,000+ AI-cited URLs): clarity +32.8%, structure +22.9%, schema +21.6%
- BCG/NYU Tisch Center (March 2026): AI engines favor properties with comprehensive, high-trust, multisource content

## Pricing
- Free scan: R2R Score + Signal Panel
- Ign(AI)te Strategy Session: $500
- R2R Pro: $299/month (monitoring)
- VIP Day: $10,000

## Contact
help@hacestek.com
https://airevealmap.com

## Creator
Francia Haces
Chief AI Officer
Hacestek International, LLC
Miami, Florida