Automated Lore & Continuity
For Massive Fiction Series
We extract characters, timelines, and lore from stories with more than one million words. Our narrative engine helps web novel platforms keep readers engaged and helps studios evaluate IP for adaptations.
"We are mapping the DNA of long-form fiction. By transforming sprawling narratives into structured, queryable data, we enable platforms and creators to scale their universes while keeping readers deeply engaged."
How We Help Businesses
We build structured lore databases to help platforms keep readers engaged and help studios evaluate story value.
Serialized Platforms
License our engine to add interactive character guides and timelines to your app. Helping readers remember characters reduces drop-offs on long web novels.
Saga Authors & Publishers
Turn your book catalogs into interactive reading experiences. The system builds spoiler-free directories automatically, and readers can help correct lore details.
Adaptation Scouts & Studios
Evaluate stories quickly for television, film, or game adaptations. The engine audits cast size, how often characters appear, and plot complexity in seconds.
How the Engine Works
We replace slow manual work. The engine reads massive novels and turns them into organized, searchable databases.
Massive Narrative Scaling
The engine runs code directly on the book's text. It extracts detailed relationship data for every chapter. The resulting database is often larger than the original book text.
Human Validation
Although the engine works automatically, our editors perform asynchronous double-checks on the final generated data to ensure complete accuracy.
Name & Alias Groups
The engine scans the entire book to find names, group aliases, and track characters, items, and locations.
Page-by-Page Timelines
Our system reads page-by-page to track timelines, when characters disappear, and events like deaths or faction changes.
Traceable Context
We link every data point back to the exact sentence and chapter in the book. You can click any character detail to see the original context and verify it.
Narrative Datasets
Explore how the engine parses millions of words to compile structural datasets.
Dungeon Crawler Carl
Vols 1-7
Lord of the Mysteries
Vols 1-8
Circle of Inevitability
Vols 1-16
Proven in Use
We prove our data works by showing it directly to readers in our app. Readers interact with it and submit corrections to help improve our engine.
Reader Corrections
Data accuracy improves every week as your users actively validate character and lore details, reducing editorial QA costs.
Better Book Completion
Readers with character guides finish long series at higher rates, directly improving platform retention metrics.
FAQ
Answers about our parsing engine, database APIs, and feedback loops.
Ready to audit your catalog?
Get custom API access or scope your fictional universe. We'll analyze your catalog and deliver a full report in 24 hours.
Contact Us
Get in touch to request a demo of the engine, get API access, or schedule an audit for your book catalog.
Schedule a call
Want to discuss integration? Book a 15-minute call with our founding engineer.
Book discovery call →