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Practical guides
AI product imagery vs traditional photography: cost, speed, and fit
AI is useful for expansion and localization; photography establishes the truthful base. They can work together.
01
Define the evidence
Start with product facts and source images that the team can verify.
Review point: document the source product fact, owner, and final human check before publishing.
02
Build the image system
Assign one clear communication job to each image instead of repeating the same claim.
Review point: document the source product fact, owner, and final human check before publishing.
03
Review before publishing
Review language, measurements, product identity, and current marketplace rules before publishing.
Review point: document the source product fact, owner, and final human check before publishing.
Turn the method into a repeatable workflow
Use Lingyuan AI to organize product inputs, select a market context, and generate a reviewable image set.
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