AIStoryHub Labs

Where we test what fiction AI can actually do

Free, running experiments out of our research on AI prose. Four are live tools you can use right now; the rest are open notebooks on what we're building next. Nothing here requires an account.

Live now

Fiction Slop Index

Live

Which AI writes fiction that doesn't read like AI. Nine models ranked against the 758-entry Cliché Corpus, updated monthly.

9 models · updated monthlyView the leaderboard

AI Slop Checker

Live

Paste your own prose and get a score against the same 758 tells and detectors that power the Index.

Instant, in your browserCheck your writing

AI Clichés Corpus

Live

758 tagged phrases and tells pulled from real AI output. Searchable, downloadable, and free to cite.

758 entriesBrowse the corpus

Voice Fingerprint Analyzer

Live

Paste a page of your prose and get back a mechanical read across 8 writing dials and a sensory profile.

8 dials, instantFind your fingerprint

In the notebook

Not live yet. These are the ideas we're actively building against; nothing to click on here until they ship.

Body-Language Cliché Detector

Coming soon

Flags the reflexive gestures AI fiction leans on: the pang in her chest, the held breath. Scored against the Corpus's fiction-specific tells.

Dialogue Arena

Coming soon

Blind, head-to-head votes on AI-written dialogue. Every vote feeds the Arena score in the next Fiction Slop Index snapshot.

Cohesion Engine Preview

Coming soon

Change one fact in a story and see what it should touch downstream. Our earliest notes on treating continuity as a system, not a checklist.