Published· April 2026 · 6 min read
Why Your Community Needs an llms.txt
The single text file that tells language models what your brand corpus actually means.
GEOAI-ReadinessCommunity Strategy
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Writing
Ideas in progress.
Notes on community as trust infrastructure, AI-era discovery, and the mechanics of running platforms that LLMs trust to cite.
Draft
Gamification Without Gimmicks: Lessons from Pandora
What scaled community gamification gets right when it stops being a points scoreboard.
GamificationCommunity StrategyKhoros
Draft
The Brief: Building for LLMs Without Losing the Humans
A working framework for designing community experiences that perform in both contexts at once.
GEOAI-ReadinessCommunity Design