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INGESTDISTILLRECALLCOMPLEMENTCOMPOUNDSUMMARIZEINGESTDISTILLRECALLCOMPLEMENTCOMPOUNDSUMMARIZE

// AI + BUSINESS = COMPLETE

AI COMPLEMENTS.
YOUR BUSINESS
COMPOUNDS.

Drop in everything you read, watch, and research. Complementors scrapes it, distills it, and turns it into recallable knowledge your business can actually put to work.

  • #01INGEST
  • #02DISTILL
  • #03RECALL
  • #04COMPOUND

// HOW IT WORKS

Link in. Memory out.

#01

INGEST

Paste any article or YouTube URL. One link is all the input we need.

#02

DISTILL

We download and scrape the real content — full text, no fluff.

#03

RECALL

AI writes a tight summary plus the key points worth remembering.

#04

COMPOUND

Everything is filed and full-text searchable inside your business brain.

// WHAT YOU GET

Built to remember.

#01

ARTICLES & VIDEOS

News articles, blog posts, YouTube videos — one pipeline ingests them all.

#02

AI SUMMARIES

Every source distilled into a tight summary and the key points that matter.

#03

FULL-TEXT RECALL

Search across everything you've ever saved. Find the idea, not the link.

#04

PRIVATE BY DEFAULT

Your brain is yours. Nothing public, nothing shared without consent.

#05

ZERO BUSYWORK

No copy-paste, no manual notes. Drop a link and move on.

#06

ONE BUSINESS BRAIN

Every saved source lives in one searchable, growing memory your whole business can draw on.

// THE OUTPUT

One link becomes this.

› https://stratechery.com/2025/the-ai-margin-war
stratechery.com

Who Wins The AI Margin War

  • Distribution beats model quality once capabilities converge.
  • Incumbents monetize AI as a feature; startups must sell it as the product.
  • Switching costs — not raw performance — decide who captures the margin.
SUMMARIZED IN 4sFILED ✓

// COMPLEMENT YOUR BUSINESS

Give your business
the other half