problem_signal	start_with	why_this_is_first	do_not_start_with	minimum_authority	finish_line
We have one trustworthy supplier photo but not enough listing or campaign media.	Supplier photo to ecommerce asset set	It establishes the factual hero and source-preserved secondary asset workflow before scale.	A broad model comparison or a batch run	Exact product source; variant; sold configuration; approved claims	One factual anchor plus accepted channel-specific secondary assets
We have many SKUs and production is becoming inconsistent.	Bulk product-photography workflow	It forces a manifest, job-to-source mapping, disposition and cost per accepted asset.	Untracked one-off prompts	Per-SKU sources; repeatable shot family; naming; reviewer and acceptance rule	Accepted assets per SKU with rejected outputs still visible
Shoppers reach the PDP but hesitate, choose the wrong item or return it.	Product-page decision route	The missing job is buyer understanding, not more top-of-funnel volume.	More ads before diagnosing the expectation gap	Exact SKU facts plus comparison, measurement, operation or return evidence	A tested PDP visual tied to completed-order contribution and expectation guardrails
We need more acquisition creative around one product and offer.	One-SKU ad creative testing matrix	It separates product truth, offer and audience from the visual hypothesis.	Changing product, offer, audience and creative in one test	Exact product; fixed offer; audience; landing page; spend and attribution rule	Contribution comparison across reviewable creative cells
We have a real customer event after browse, checkout or purchase.	Lifecycle revenue route	The event determines product, eligibility, permission, timing and destination before creative.	A generic campaign to the whole list	Exact event; product or order state; inventory; consent or permission; suppression	Completed-order or incremental contribution with deliverability and trust guardrails
We need a wholesale or buyer-facing commercial document.	Wholesale line-sheet workflow	Commercial fields and buyer context must remain versioned outside image generation.	A generated catalog PDF from sparse product copy	Exact catalog; wholesale pricing; quantity rules; availability; buyer destination	Reviewable line sheet that reconciles to an accepted order