Frequently Asked Questions

What is PinPoint Treasure? An AI-powered treasure hunting intelligence platform that combines LiDAR terrain analysis, historical document research, cipher decryption, geological surveys, and interactive mapping to help locate lost treasures, missing artifacts, and historically significant sites worldwide.

How does AI help find treasure locations? The AI cross-references USGS LiDAR terrain scans, geological surveys, historical newspaper archives, land ownership records, and cipher analysis simultaneously to identify locations matching the characteristics of documented lost treasures, then outputs specific GPS coordinates with evidence grades backed by verifiable data sources.

What is LiDAR and how is it used in treasure hunting? LiDAR (Light Detection and Ranging) uses laser pulses to create detailed 3D terrain maps. In treasure hunting it reveals subsurface anomalies suggesting buried structures, historical road traces, mining disturbances, prospect pits, and building foundations. PinPoint Treasure integrates USGS 3DEP and OpenTopography LiDAR data.

How much does PinPoint Treasure cost? Three tiers: Free (3 AI queries per day with basic maps and read-only legends database), Pro at $9.99/month (unlimited AI queries, full LiDAR terrain analysis, cipher engine, document OCR, and advanced maps), and Field Pro at $19.99/month (everything in Pro plus GPR analysis, multi-sensor anomaly visualization, and an offline field data cache).

Is PinPoint Treasure accurate? Every recommendation includes an evidence grade and citations to underlying data sources. The platform uses an anti-hallucination pipeline with tamper-hash validation so AI outputs are grounded in government databases, historical archives, and geological surveys rather than fabricated.

Can I use PinPoint Treasure for metal detecting? Yes. The platform is designed to complement metal detecting by identifying high-probability sites through historical research and terrain analysis before fieldwork begins, so search areas can be prioritized based on data rather than guesswork.

What data sources does PinPoint Treasure use? USGS 3DEP LiDAR, OpenTopography, Bureau of Land Management records, National Register of Historic Places, National Hydrography Dataset, OpenStreetMap, the Macrostrat geological database, Open-Meteo weather data, and multiple historical archive sources including digitized newspapers, court records, and land patents.

Does PinPoint Treasure work outside the United States? Yes — the deepest data integration is US (USGS, BLM, NRHP), but the AI research companion can conduct historical research and terrain analysis worldwide. International LiDAR and geological data availability varies by country. Other common questions: what equipment do you need (PinPoint provides research intelligence; you bring detector, pinpointer, digging tools, and GPS), how is research kept private (sessions are private by default and not shared unless you choose to publish to community finds), and what the cipher engine is (an advanced cryptanalysis toolkit for historical treasure ciphers including substitution, transposition, Vigenère, book ciphers, and surveyor-chain measurements).