Hook Forge
Generate families of openings around tension, specificity, misdirection, reversal, and pattern interruption—not random one-liners.
A writers’ room that starts with the hook.
Snark Logic is a content R&D system for creators and studios that need more premises, faster challenges, and better timing—not an auto-posting machine and not a replacement for taste.
THE R&D STACK
Build the idea before the algorithm judges it.
Timing Lab
Map when the premise reveals itself, where the turn lands, and how quickly the viewer understands why they should keep watching.
Humor Tolerance Map
Model audience resistance, irony tolerance, taboo boundaries, fatigue, and how far a creator can push without losing the room.
Narrative Subversion
Identify the expected category story, then bend, reverse, undercut, or escalate it while preserving a clear point.
Retention Notes
Score openings and beat structures against clarity, surprise, payoff distance, rewatch potential, and likely drop-off moments.
Pattern Library
Turn strong mechanisms into reusable creative patterns without flattening every creator into the same house voice.
LIVE PROTOTYPESignal Workbench
This is a deterministic interface demo. It shows the evaluation logic and product behavior without pretending a model or customer dataset is connected.
HOOK / NARRATIVE PASSINPUT: A product launch that sounds exactly like every other launch
The category keeps saying “authentic.” That is usually how you know nobody talks like this.
70Surprise
80Clarity
52Edge / risk
Next challenge: can the turn arrive sooner without flattening the voice?
WHO IT IS FOR
Different feeds. Same pressure: earn the next second.
Independent creators
High-volume ideation without sacrificing a recognizable voice.
Meme & culture pages
Fast premise testing, format timing, and sharper pattern selection.
Content studios
Structured ideation across multiple creators, shows, clients, or recurring formats.
Entertainment brands
A repeatable R&D layer for social-native story mechanics and audience response.
METHOD
Velocity without creative amnesia.
Every good result should teach the next run something: which setup, turn, format, audience tension, and edge level actually worked for this creator—not for an imaginary average user.
01
Generate families.
Produce multiple premise mechanics instead of twenty cosmetic rewrites of the same idea.
02
Challenge the turn.
Ask whether surprise arrives before attention expires and whether the joke preserves the point.
03
Build pattern memory.
Keep what worked as creator-specific evidence, not a generic “viral template.”
Creator, Studio, Network.
The commercial model is designed around self-serve creator tiers and higher-volume studio/network workflows. Pricing and access remain prototype-stage until product validation is complete.
Ask about early access →