ContribDesk
ContribDesk — Unit Economics & Experiment Kit for Shopify Sellers
ContribDesk — Unit Economics & Experiment Kit for Shopify Sellers
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Operator kit · Digital download · US$129
Know contribution before you scale ads
Pre-ad contribution · break-even ROAS · allowable CAC — so Meta experiments have floors, not vibes.
US$129 one-time · instant download · all sales final
Add to cart → checkout → download the Excel kit
Why operators buy this
- Stop guessing whether an offer can fund ads
- Model contribution after payment fees — not vanity ROAS
- Set an allowable CAC you can actually defend
- Plan experiments with clear kill / scale caps
Included
- Excel workbook: Setup · Offer economics · Orders log · Experiments planner · Dashboard · Instructions · License
- Quick-start path to a first contribution number
- Worked demo rows labeled EXAMPLE (illustrative only)
Not included
- Live Shopify API sync / automated order import
- Tax, legal, or financial advice
- Income guarantees or managed ad services
- Subscription software or ongoing updates promise
DIY spreadsheet vs ContribDesk
| DIY spreadsheet | ContribDesk |
|---|---|
| You invent structure | Operator-ready contribution / BE-ROAS / CAC layout |
| Easy to miss fees & support | Assumptions called out on Setup + Offer sheets |
| No experiment caps | Budget / loss caps + kill/scale planner |
| Demo data looks like real revenue | EXAMPLE labels — demo ≠ revenue |

Risk reversal (honest)
Digital · all sales final. No refunds on instant downloads. If the file doesn’t arrive, we re-send. You get the Excel kit immediately after purchase. Chargebacks may still occur; we keep delivery logs. See Refund Policy.
FAQ
Is this a software subscription?
No. One-time US$129 purchase of an Excel kit. No recurring fee.
Do I need advanced Excel skills?
No — peach INPUT cells, green calculated cells. Excel on Mac or Windows recommended.
Live Shopify sync?
No. Spreadsheet kit only — no API sync.
Are EXAMPLE numbers real sales?
No. Illustrative only — not your store’s revenue.
Refunds?
No refunds. File re-send if delivery fails.
Will this guarantee profitable ads?
No. It models floors; outcomes depend on your offer and execution.
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