Market Opportunity
Complex game spreadsheets frustrate players — AI-assisted builder to auto-solve & visualize targets a $1.5B = 25M core complex-game players x $60 ARPU/year (global players who regularly use build/optimization tools) total addressable market with medium saturation and a year-over-year growth rate of 12% (tools & companion apps niche growing with live-service and tabletop expansions).
Key trends driving demand: Complex live-service games -- recurring seasons and deep metas push players to optimize builds and rely on tooling.; Tabletop digitalization -- D&D/Pathfinder online tools increased demand for character/build automation.; LLMs for rules extraction -- new ability to convert text/rulesheets into executable logic reduces engineering time.; Creator economy & marketplaces -- players expect sharable templates, paid builds and premium community content..
Key competitors include Roll20 (OneBookShelf), D&D Beyond (Fandom), Hero Lab (Lone Wolf), Pathbuilder / Community-built Character Builders, Spreadsheets (Google Sheets / Excel) + Discord/Notion (workaround).