This is the process I run for every catalog now. It is three moves, and none of them take long per product once you have a template.
1. Rewrite around what only your store knows
Start from the product itself, not the supplier sheet. Who buys it? What do they ask right before they check out? What happens if they order the wrong size? How does it ship? One ratio I picked up from catalog teams: make roughly 60 percent of the text specific to that one SKU, the fit, the materials, the real ways people use it, your own photos put into words, and let the other 40 percent be shared brand voice. That is usually enough to pull each page out of the duplicate cluster while your store still sounds like one store.
If you use AI for the first draft, that is fine. Use it as a starting point, then add the specifics it cannot know: your return experience, the question your support team hears most, the detail a real customer mentioned in a review.
2. Check the description is actually unique before you publish
This is the step almost everyone skips, and it is the one that tells you the truth. You cannot eyeball uniqueness. A description can feel rewritten and still overlap 70 percent with the supplier text you were staring at while you wrote it.
Before a product goes live, paste the description into a free plagiarism checker and see what comes back. Good ones scan against the live web and show you match rate sentence by sentence, with the actual source URL for anything flagged. If a line lights up as matching the manufacturer, you know precisely what to rewrite instead of guessing. I treat anything above a small overlap as a rewrite, not a maybe.
Why this matters Uniqueness is the whole ballgame for product pages. A checker turns "I think this is different" into "this line matches Amazon, fix it." That is the difference between hoping and knowing.
3. If you drafted with AI, make it read human
Say a model wrote the draft. Give it one more pass, because raw AI copy reads like raw AI copy on every other store too. You know the tells. Sentences that all run the same length. Those little filler transitions. Zero voice. Rewrite it yourself if you have the time. Or push the draft through a tool built to humanize AI text, then fix up what comes back until it sounds like you are talking to a customer, not a robot describing a mug. And read it out loud before you hit save. If it drones, you are not done yet.
One honest caveat, because it matters. No rewriting tool makes copied text original by itself, and none of this replaces knowing your product. These tools clean up rhythm and catch overlap. They do not invent the specific, true details that make a page worth ranking. That part is still your job.