Distilling the blueprints behind the next billion-dollar solo founder.

Everything a software company publishes, structured for agents and versioned on every change.

Over 1,000 apps · new content weekly

Distilled so far

1,000blueprints published
832challengers tracked
$3Mverified MRR competing

Every blueprint, the same spine.

The same spine for every app, so two companies can actually be compared. Every claim carries a source and the date it was retrieved.

System mapData modelTech stackFeatures & APIsStorageAuthenticationIntegrationsSecurity baselineCompliancePricing & meteringDistributionMigrationSentimentChallengers
Self-serve signupDirect salesProcurement frameworkExclusive contractsOwn marketplaceThird-party marketplaceiOS App StorePlay StoreDesktop storeBundled in a suite

Hand it to your agent

The whole teardown as one markdown or JSON payload — architecture, endpoints, pricing mechanics, distribution. Paste it into a coding agent and start.

Take the report

Every distillation renders as a printable brief, so the work survives outside a browser tab and inside a pitch deck.

Watch it move

Products change. Every distillation is versioned, so you can see what shifted since the last time you looked — and why it matters.

Public sources, methodically.

We come from security research and reverse engineering — the discipline of understanding a system from the outside, carefully and on the record. Everything here is assembled from material a company has already published: pricing pages, documentation, app listings, marketplace entries, public discussion. Every claim carries a URL and the date it was retrieved, so you can check it rather than take our word for it.

We don't circumvent access controls, we don't republish anyone's code, and we don't break terms of service to get any of it. This is market and developer research — the work a competitor or an analyst already does by hand, done systematically and kept current.

What we publish is a description of a product's surface, its economics and its reception — not its source. Functionality isn't owned. A codebase is, and we don't have theirs.

AI has collapsed the cost of building the thing. What's left is knowing which thing to build — and that's the part we do.

Read the methodology

What people are saying.

I'd spent three weeks reverse-engineering a competitor by hand. This had the pricing mechanics and the distribution map already written down, with sources.
PPlaceholder NameFounder, Placeholder
The part I didn't expect was the sentiment work. Knowing which complaint is loud and which one is just loud on Hacker News changed what we built first.
PPlaceholder NameProduct, Placeholder
We use it as competitive intelligence. Everything is sourced and dated, which means I can put it in front of an investment committee without rewriting it.
PPlaceholder NameAnalyst, Placeholder
Handing the brief to an agent instead of writing a spec took about a month out of the front of the project.
PPlaceholder NameSolo founder

Times changed. Pick something big.

Over 1,000 apps. New content weekly, every one drawn the same way.