PRODUCT SURVIVAL DIAGNOSTIC / v0.2.1

Don’t build the part AI is about to make free.

Absorb shows what AI can commoditize, what remains defensible, and what your product should become before you spend another sprint building it.

$50 depositHuman reviewedDelivered in 24h
ABSORB / SCAN 003 LIVE PREVIEW
PRODUCTGranola
RESISTANCE58.75/100
STATUS🟠 At risk of absorption
ABSORBABLE SHELLdisappears ↓
transcriptionsummariesaction extractionmeeting Q&A
DEFENSIBLE COREsurvives →
meeting historyrelationship stateworkflow continuity
OPEN FULL DIAGNOSTIC
WHAT SURVIVES IS THE PRODUCT.
01 / COST OF A WRONG DIRECTION

A wrong sprint costs days.
This review costs $50 today.

Absorb exists to make one expensive decision cheaper: what deserves another month of your product time?

8weighted dimensions
24hto a decision
1structural move to make next
02 / REAL ASSESSMENTS

See what survives.
See what disappears.

No fictional demo. These public assessments use the same full methodology your product receives.

03 / WHAT YOU ARE BUYING

Not a report.
A cheaper mistake.

The value is not the PDF. It is replacing weeks of vague internal debate with an evidence-aware product decision.

01A hard answer

Continue, strengthen, redesign, validate first, or stop building as-is.

02The part AI will make cheap

We separate the absorbable feature from the asset that still deserves to exist.

03The moat worth building

State, workflow, trust, distribution, permissions, transactions or another layer—only where evidence supports it.

04The next structural move

One highest-leverage redesign, not a pile of generic recommendations.

04 / THE METHOD

Eight questions.
One survival score.

Higher means the product is more defensible as AI improves. The score is not PMF, market size or financial forecasting.

01Absorption Resistance
02AI Progress Advantage
03Compounding Assets
04Workflow Integration
05Replication Difficulty
06AI-Expanded Problem
07Model Independence
08Defensive Path
0 likely absorbed406080100 grows with AI
READ THE PUBLIC METHODOLOGY ↗
PRIVATE LAUNCH

Before the next sprint, know what deserves to survive.

You send the live product. We inspect it, separate observed facts from assumptions, apply the full test, then deliver the Survival Design and Build Decision within 24 hours.

Full 100-point testPublic evidenceSurvival DesignBuild Decision
REQUEST REVIEW$50