Where we use TrendBrain ourselves
TrendBrain is the product. We also run a few small side projects – documentaries, a live-show prototype and Roblox prototypes – so every forecast and simulation can be checked against real outcomes. Each one carries its status: built, testing or blueprint.
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Documentary studio
TestingResearched, fact-checked, AI-labelled documentaries; every video is released by a person. The pipeline runs with 1,323 automated tests; no video is published yet.
ChecksSignal's topic and format forecasts, and Sim-Audience's ranking of title, thumbnail and hook variants, against real views and retention.
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Live-show prototype
TestingAn AI host that plans a show, picks topics and talks with the chat, behind moderation and a kill switch. Tested with 108 tests and long simulations; not yet streamed in public.
ChecksSim-Audience's picks for topics and segments, against real chat activity and watch time.
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Roblox prototypes
BlueprintSmall games built from a written spec, with quality gates that block a release. A written blueprint, no code yet.
ChecksSignal's genre and mechanic forecasts, and Sim-Players' predictions for onboarding, session length and retention, against real player data.
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Clip tool (ClipForge)
BuiltScores moments in recordings and writes clip variants for four platforms. Runs locally in dry-run mode: nothing is posted.
ChecksWhich hooks Sim-Audience ranks highest, against the measured effect. Our own promotion is marked, so TrendBrain never mistakes it for a trend it predicted.