The Feed Attributes That Decide Whether Your Dynamic Creative Renders or Falls Back to a Placeholder Dynamic creative tools do not look at your product photos. They look at your feed. A template pulls image_link, title, price and a handful of other fields and drops them into a layout, and if one of t[...] Read more
Diagnosing and Fixing TikTok Shop Product Listing Rejections at Feed Scale TikTok Shop can reject a product listing over a single missing field, an image that falls short of the platform's 600×600-pixel minimum, or a description shorter than the 30-word floor set in it[...] Read more
How to Measure Whether a Feed Change Actually Moved Your ROAS Most teams find out a feed change "worked" the same way: they fixed something in the feed, watched ROAS in Google Ads for a week, and it went up. That is not evidence. Google Ads itself will tell you [...] Read more
How to QA AI-Enriched Product Attributes Before Google or Meta Reject Them Most catalogs now run some AI pass over their product data — filling in a missing color, guessing a material from a title, writing a description for a SKU that never had one. It works well enough th[...] Read more
How to Recover a Google Merchant Center Account Suspended for Misrepresentation Google suspends Merchant Center accounts for misrepresentation without warning, and the notice rarely says which specific claim on your site triggered it. In Google's own words, accounts flagged under[...] Read more
llms.txt Won't Get Your Products Into AI Shopping Results. Your Feed Will. Somewhere in the last year, "add an llms.txt file" became standard advice in almost every AI-shopping-visibility checklist. It rarely works. In a 12-week server-log study across 83 sites published in [...] Read more
Diagnosing and Fixing Meta Commerce Manager Catalog Disapprovals Meta's Commerce Manager gives merchants one of the least specific rejection messages in advertising: a status of "disapproved" and, often, a single vague reason code. Feed teams then spend hours guess[...] Read more
ikas vs Ticimax vs T-Soft vs İdeaSoft: Whose Native Feed Is Actually Ready for Google and Meta Google Merchant Center will start enforcing a minimum 500x500 pixel image requirement on January 31, 2027, and it already rejects listings the moment a variant's item_group_id or gtin value is missing[...] Read more
Writing Product Descriptions That Pass Google, Meta, and TikTok Shop Feed Review Google allows up to 5,000 characters in a product description. Meta allows 9,999. TikTok Shop does not publish a hard cap, but its own listing-quality guidance flags anything under roughly 80 characte[...] Read more
Stopping Google From Silently Overriding Your Feed's Price and Availability Data Google Merchant Center can rewrite four fields in the feed you submit without asking you first: price, sale price, availability and condition. It pulls the replacement values straight from the structu[...] Read more
The Product Feed Attributes ChatGPT Shopping and Google AI Mode Actually Read If your product feed already passes Google Shopping and Meta review, it is tempting to assume it is also ready for ChatGPT Shopping and Google's AI Mode. On the Google side, it probably is not. OpenAI[...] Read more
Why Your TRY, AED and SAR Prices Fail Google and Meta Feed Checks, and How to Fix Them A price field looks like the simplest column in a feed, and in Turkish and Gulf catalogs it is where format, tax and currency rules all meet. Google's Merchant Center specification says the price must[...] Read more
1 The Feed Attributes That Decide Whether Your Dynamic Creative Renders or Falls Back to a Placeholder 11 Oct, 2026
8 ikas vs Ticimax vs T-Soft vs İdeaSoft: Whose Native Feed Is Actually Ready for Google and Meta 11 Oct, 2026
