Adversarial Decision MemoSAMPLEReadyAdversarial Decision Memo
Adversarial Decision Memo
SAMPLE subject: an invoicing add-on for freelance studios
Do not build the full product yet. Test the “get paid faster” wedge first.
Executive summary
- The problem is discussed repeatedly in sample community threads, mostly as a time cost.
- Three alternative categories already cover part of the job, including spreadsheet templates.
- Paid tools in the sample set cluster around a lower monthly price than planned.
- Red-team view: the wedge is workflow speed, not features.
12 (SAMPLE)Alternatives mapped
40 (SAMPLE)Threads reviewed
€0–€29 (SAMPLE)Price band observed
01
Question
Should we build a €39/month invoicing add-on for small studios?
02
Recommendation
Narrow the offer to payment follow-up and validate willingness to click and sign up before building invoicing.
03
Why now
A test costs far less than a build cycle and answers the pricing question directly.
04
Evidence stack
| Signal | Direction | Strength |
|---|---|---|
| Recurring payment-chasing pain | For | Moderate |
| Free template substitutes | Against | Strong |
| Suite lock-in | Against | Moderate |
05
What could make this wrong
- A segment with high invoice volume may value automation more.
- Sample signals may lag recent market changes.
06
Competitor / alternative watchlist
| Alternative | Watch for |
|---|---|
| Suite A (SAMPLE) | Payment reminder features |
| Template marketplaces | Automation add-ons |
07
Next cheap test design
One landing page, two headlines, €150 SAMPLE budget, 7 days, primary metric: signup rate.
Methodology. Desk research across public pricing pages, review platforms and community threads. Signals are sampled and coded by theme; counts are indicative, not census.
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Observe real behavior
Test behavior, not opinions.
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