Signal Optional demand check
Brief My hypothesis was wrong. This is called science. I'm fine.
Production art Needs KEEP / REWRITE / KILL
Commerce views Unlocks when the master graphic is KEPT
Story + ads Unlocks when the master graphic is KEPT
Listing Title, bullets, description, tags, price band
POD Map to a Printify blueprint
Shopify Owner release action — never automated
Direct work Tell the product agent what to change Auto mode versions your direction, chooses the next safe missing draft, and immediately runs its scoped AI agent. You can still select a specific target or save a note only. Every result remains reviewable and unpublished.
Next safe draft (auto) Save as workroom note Creative brief Master graphic Light-product print Dark-product print Hero image Detail image Lifestyle image Ad still Listing + email sequence Save + start next AI job Creative brief owner-sheet
My hypothesis was wrong. This is called science. I'm fine.
Buyer JESSICA, 31, molecular biology PhD at Johns Hopkins. Buys without closing Instagram. Sends screenshot to lab group chat — 4 more purchases from one message. Scientist identity humor is the most shareable professional niche in all of POD. Tribe is enormous and digitally active. Buying moment The Brilliantly Inconclusive: Functioning Scientist. JESSICA, 31, molecular biology PhD at Johns Hopkins. Buys without closing Instagram. Insight Bold typographic academic statement, chalkboard texture, equation symbols as decoration Product thesis My Hypothesis Was Wrong — My hypothesis was wrong. This is called science. I'm fine. Visual family Bold typographic academic statement, chalkboard texture, equation symbols as decoration — My hypothesis was wrong. This is called science. I'm fine. Palette Slate, cream, chalk white Hero scene A Slate Blue unisex tee with the "My Hypothesis Was Wrong" design, front-facing, filling the frame on a clean neutral background. Ad angle The Brilliantly Inconclusive: Bold typographic academic statement, chalkboard texture, equation symbols as decoration PDP promise My hypothesis was wrong. This is called science. I'm fine. Review question Does the generated master graphic match the sheet prompt closely enough to keep? Rewrite brief Score demand
Offer strategy target >6% · hypothesis
The current brief predates Phase 0. Regenerate it to add the conversion hypothesis, annual promotion windows, bundles, economics and measurement plan.
Next: generate commercial brief · missing commercial strategy
Conversion checklist 3/12
✓ One-line hookMy hypothesis was wrong. This is called science. I'm fine. ✓ Specific buyer + momentJESSICA, 31, molecular biology PhD at Johns Hopkins. Buys without closing Instagram. Sends screenshot to lab group chat ○ Original, non-infringing designKeep a master graphic first ○ Hero image shows this designGenerate from the kept master graphic ○ Lifestyle momentBuyer needs to see the message lived out in a shared moment ○ Ad still with headline spaceNeeded for paid social ○ UGC / video scriptsHooks + shot lists for short video ○ Benefit-led listing copyTitle, bullets, description, SEO, tags ✓ No unguaranteeable claims— ○ Gift occasions namedWhen would someone buy this? ○ Price band setFrom the listing draft ○ Fulfilment mappedPOD Mapper Production art Commerce views Story + ads Listing Launch
Generate full funnel Advance funnel (0)
Master graphic v2 · review ready · chat-image-generator
review The design itself. Everything downstream is built on the KEPT version.
v2 v1
QA: Upscaled from 1086x1448: canvas and margins corrected; no new image detail created.; Human spelling, source fidelity, contrast, stroke thickness and native-detail print QA still required.
Regenerate Upload / replace KEEP REWRITE KILL
Print file tuned for light garments/products.
Not generated yet Generate from the brief.
Print file tuned for dark garments/products.
Not generated yet Generate from the brief.
