Best AI Workflow for Back-in-Stock Product Campaign Creative
Route restock creative across AIBase image and video models while keeping inventory, price, dates, and channel claims authoritative.
Quick answer
Do not generate the restock message itself. Freeze live inventory and fulfillment truth, update one approved product photo, generate crop-safe backgrounds with Seedream 5.0 Lite, add controlled motion with Seedance 2 or Wan 2.7, test social hooks with Veo 3.1 Fast, then place availability, price, cutoff, and CTA in editable channel layers.
Who this guide is for
Ecommerce operators, marketplace sellers, retail teams, and growth managers who must publish accurate availability updates quickly across email, product pages, ads, and social.
Recommended model
| Use case | Recommended model | Why |
|---|---|---|
| This workflow | A routed AIBase-supported image and video workflow | Different jobs need different controls: product fidelity, fast background families, source-led motion, and hook testing, while operational facts stay outside generation. |
AIBase is an independent creative platform. Model names are shown only to identify supported underlying technologies and workflow choices.
Prompt template
Back-in-stock asset job: [product-photo cleanup / background family / short product motion / social hook]. Channel and ratio: [specific]. When a reference is used, preserve exact SKU, colorway, package quantity, scale, label zones, material, and product state. Background must reserve [availability / price / date / CTA zones]. Motion may show only [one approved action] and no result claim. No inventory number, price, discount, shipping promise, review, scarcity cue, countdown, text, number, logo, or watermark inside generated pixels.
Step-by-step workflow
- Freeze SKU, variant, quantity, market, price, offer terms, cutoff time, shipping policy, and rollback plan.
- Select one approved catalog photo per variant and correct only cleanup or crop needs with Nano Banana 2.
- Generate a coordinated background family for email, product page, story, feed, and marketplace crops with Seedream 5.0 Lite.
- Add one bounded motion to the selected still with Seedance 2 or Wan 2.7; use Veo 3.1 Fast only for generic hook tests.
- Composite real product photography, availability state, price, terms, disclosures, links, and CTA in editable masters.
- Run inventory, legal, accessibility, mobile, dark-mode, and destination-link checks before launch.
- Prepare sold-out and delay swaps, then schedule expiry so stale availability is not shown.
Example prompt variants
- Nano Banana 2 cleanup: remove one dust fleck from the authorized catalog photo while preserving product, label, color, texture, shadow, and crop.
- Seedream background family: calm three-color restock system with center product zone and top, bottom, and side copy-safe areas; no text.
- Wan 2.7 motion: six-second approved product slow rotation with unchanged geometry, label zones, surface, and shadow; no price or stock text.
- Veo 3.1 Fast hook: four-second generic texture reveal ending on an empty center title zone; no scarcity, review, or delivery claim.
Quality checklist
- SKU, variants, quantity, market, price, offer, cutoff, policy, and destination match the live store.
- Generated assets do not hardcode inventory counts, shipping promises, discounts, reviews, or countdowns.
- Each channel has the correct crop, contrast, disclosure, link, playback, and accessibility treatment.
- Product fidelity, package state, scale, and label legibility survive every master and variant.
- Sold-out, delay, price-change, and rollback swaps are ready before launch.
Mistakes to avoid
- Generating attractive restock art before inventory and fulfillment data are reliable.
- Baking scarcity, inventory counts, delivery dates, or prices into images and video.
- Using one wide creative for every channel without testing safe areas and mobile legibility.
- Leaving a restock campaign live after the item sells out or the cutoff changes.
Related AIBase pages
- Edit the catalog photo with Nano Banana 2
- Draft backgrounds with Seedream 5.0 Lite
- Compare ecommerce video models
Practical next step
Open the most relevant AIBase generator, run one narrow prompt first, and save the best result before adding more constraints. The fastest way to improve output quality is to compare one variable at a time: subject, camera, background, lighting, then final polish.