Enter any domain. Get a complete timeline of how their messaging, ICP, and value prop evolved — snapshot by snapshot, year by year.
Paste any competitor URL. We query our snapshot providers and enumerate every meaningful snapshot since their first crawl.
Our 5-pass LLM pipeline fingerprints every snapshot, uses AI to assign strategic eras, then performs deep extraction on each era's representative.
An interactive timeline shows you every pivot, with narrative summaries, diffs, and exportable reports.