> What is ai-massist?
ai-massist is an AI-assisted data project: I collect, clean, and visualise datasets from the topics I geek out on, then turn raw dumps into clear rankings, trend lines, and searchable databases. AI does the heavy lifting on parsing and cross-referencing; the output is plain, honest, data-dense pages you can actually read. PC gaming hardware is the primary dataset — the UAP disclosure files and Oak Island are the others, and the list will grow.
> What does the name mean?
Aim assist is the reticle supplement console players get in video games. Here the assist points at research: AI supplements the compilation and review of data, so the analysis arrives organised instead of raw.
> Who is it for?
Gamers deciding on upgrades, hardware enthusiasts tracking market shifts, and anyone who wants the real distribution of a thing — whether that's GPUs across the Steam user base or 300 years of artifacts on a cursed island.
Primary dataset. Monthly breakdowns of GPU, CPU, and resolution usage across Steam's active user base. Updated monthly.
Second dataset. 297 declassified files from the war.gov PURSUE release program (R01–R06), downloaded, OCR-converted and indexed — see the UAP report.
Third dataset. 326 artifacts from The Curse of Oak Island (S1–S13), compiled from the official vault and per-episode analyses — see the Oak Island report.
Fourth dataset. 46 phenomena from The Secret of Skinwalker Ranch (S1–S7) — UAPs, subsurface anomalies, radiation, entities; each cited to its season and episode. See the Skinwalker report.
Supplementary data from public benchmark databases for performance context and cross-referencing hardware tiers.
Four sections, two levels. Each section page drills down: a summary first, then a deeper page for the data you actually want to sit with.
ai-massist.com ├── HOME............ index.html ├── GAMING.......... survey.html ──> steam-trends.html ├── DISCOVERY....... discovery.html │ ├── UAP........ ufo.html ──> ufo-trends.html │ ├── OAK ISLAND. oak-island.html │ └── SKINWALKER. skinwalker.html └── ABOUT........... about.html
GAMING drills into the Steam Hardware Survey. DISCOVERY drills into UAP, Oak Island, or Skinwalker — depending on which you choose.
> How data is processed
Raw survey data is extracted, normalised for naming consistency, and ranked by market share percentage. Historical data is retained to enable month-over-month trend comparison.
> Update frequency
Data is refreshed monthly when Steam publishes new Hardware Survey results. Check the data page for the current survey period.
> Limitations
Steam's survey represents sampled active Steam users. Non-Steam PC platforms, console gaming, regional sampling swings, and non-gaming PC usage are not fully captured. Treat results as directional indicators rather than absolute total addressable market figures.
Bug reports, data requests, or general feedback — reach out: