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The ultimate feed: stop letting product data lose your auctions

Every Shopping ad begins life as a row in a feed. Cobiro reads yours the way the ad platforms do, shows you exactly where it leaks money, fixes what can be fixed automatically, and folds the images and video it helped you create straight back into it.

Your feed is written for a warehouse, not a shopper

Product feeds are honest about their origins: internal titles, half-empty attribute columns, and the one photo the supplier sent. Ad platforms read that data to decide which searches you match, how relevant you are, and what you pay when you win.

That makes the feed the highest-leverage file in your marketing. The same products, described completely and illustrated properly, enter more auctions, match better ones, and convert more of the clicks they win.

First, know what is actually wrong

Cobiro starts with an analysis of your live feed and returns a concrete, ranked list of what to fix. Not a score, but instructions:

• Titles that bury the keywords shoppers search for, with rewrites that surface brand, type and attributes.
• Missing attributes such as colour, material, pattern, size and gender, which quietly exclude you from filtered results.
• Categorisation errors that put products in the wrong aisle of Google's taxonomy.
• Image problems: low resolution, watermarks, missing lifestyle angles, and anything else that invites a disapproval.

Then let AI do the heavy lifting

Most of the fixes do not need a human. Cobiro's AI reads your product text and images together and fills in what is missing: it classifies category, colour, pattern, material and other attributes before the feed is distributed, and rewrites titles and descriptions so machines and shoppers both understand them.

The result is fewer disapprovals, better matching, and a feed that stops filtering you out of auctions you should be winning.

Your generated assets, already in the feed

This is where the rest of Cobiro clicks into place. The studio shots, lifestyle imagery and video you generate do not sit in a folder waiting to be uploaded. They attach to the right products and ship with the feed, correctly formatted for every destination.

One pipeline, from raw supplier data to enriched listing with professional creative: no export step, no agency handoff, no drift between what the ad says and what the data claims.

Optimised once, distributed everywhere

The finished feed pushes to Google Shopping, Meta and AI shopping surfaces like ChatGPT. And if you advertise through Cobiro's CSS, every click it wins comes with the structural discount of roughly 20% on top.

Better data, better creative, cheaper clicks: each one helps alone, but they were built to compound. That is what we mean by the ultimate feed.