Adversarial Decision MemoSAMPLEReady
Sample report with illustrative demo values. Not a real study, customer or market claim.
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Adversarial Decision Memo

Appendix

Methodology

Desk research across public pricing pages, review platforms and community threads. Signals are sampled and coded by theme; counts are indicative, not census.

Directional. Public signals were sampled, not exhaustively counted.

Evidence & sources
SourceTypeNote
Pricing pages (SAMPLE set)Public web12 entries coded
Review platformsReviewsThemes only, no quotes reproduced
Community threadsForums40 threads sampled
Uncertainty notes
  • Community voices over-represent vocal users.
  • Prices change; snapshot values are SAMPLE.
Question text

Should we build a €39/month invoicing add-on for small studios?

Recommendation text

Narrow the offer to payment follow-up and validate willingness to click and sign up before building invoicing.

Why now text

A test costs far less than a build cycle and answers the pricing question directly.

Evidence stack table
SignalDirectionStrength
Recurring payment-chasing painForModerate
Free template substitutesAgainstStrong
Suite lock-inAgainstModerate
What could make this wrong list
  • A segment with high invoice volume may value automation more.
  • Sample signals may lag recent market changes.
Competitor / alternative watchlist table
AlternativeWatch for
Suite A (SAMPLE)Payment reminder features
Template marketplacesAutomation add-ons
Next cheap test design text

One landing page, two headlines, €150 SAMPLE budget, 7 days, primary metric: signup rate.

The SKP suite
Adversarial research

Research designed to disagree with you.

This report
Synthetic decision panel

Where ideas meet resistance.

Logical next step →Explore SKPTIK
Observe real behavior

Test behavior, not opinions.

Explore SKPTST