 Earn with AI / Product visuals Product visuals

Deliver a checked set of product-image variations

A creator’s workflow connects Airtable, Make and image generation. Our project brief adds product-accuracy checks and a bounded delivery scope.

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The project brief below is AGI editorial guidance, not the creator’s offer.

Source review：2026-09-30 

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YouTube Source Review Deliver Deliver a checked set of product-image variations Business Automated ▶ Load YouTube player Loading connects to YouTube and shares device/network data. No autoplay. Playback may be unavailable by region or creator settings.

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AI Product Packshots with Airtable + OpenAI By Business Automated · Original source is in English

Creator’s accompanying article 



The business brief

Potential buyer

A small shop needing secondary lifestyle images for existing products.

Defined delivery

Three approved variations for one SKU, a source register and a rejection log.

Where you add value

Preserve the actual product. Check labels, proportions, texture and included accessories against the source photograph.

What could fail

Generation may alter product facts. Tool costs rise with rejected outputs; beautiful but inaccurate images are not acceptable delivery.

Demand test

Try one SKU using authorized images. Ask the buyer to compare each output with the physical item before approving any publication.



A delivery you can check

Obtain product images and brand permission; list facts that cannot change.

Produce a small batch, recording all attempts and paid generation costs.

Reject changed labels, dimensions, materials or misleading use scenes.

Deliver only approved assets with size specifications and usage notes.

Acceptance gate

No factual product mismatch in delivered images. Review the destination marketplace’s current image rules before publishing.

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Illustrative numbers, not market prices. Replace every assumption. Inputs stay in this browser.

Use this case as a starting point Your target customer What you will deliver Your next demand test Your notes / acceptance criteria Before you promise delivery I have permission to use the inputs, likenesses and music. I have defined deliverables, revision limits and acceptance criteria. I have tested the output and recorded the failures. A relevant buyer has responded to the scope and price. Price the actual work

Currency (no conversion) USD CNY EUR GBP Production hours Review & revision hours Labor cost per hour Allocated tools & materials Payment/platform fee (%) Target contribution margin (%) Price you want to test Cost = labor + revisions + allocated expenses. Target price = cost ÷ (1 − fee rate − target margin). Contribution includes your entered labor cost, but excludes taxes and any omitted overhead. This is not a revenue forecast.

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WorkflowCost Calculate retries, review and recurring operating costs. EvidenceBrief Record buyer evidence and reasons to stop. AGI cloud membership Cloud saves for these workbench tools. This planner stays local. 

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