PMax & Shopping Performance Agent
Run a deep PMax and Shopping audit across feed quality, asset groups, signals, and structure.
Rewrite titles, descriptions, highlights, attributes, and AI-surface fields for Shopping.
Weak titles and missing attributes are killing your Shopping visibility. This agent rewrites your feed for Google Shopping and AI surfaces — ready for upload.
Quick start
Rewrite 50 product titles for ShoppingTitles and descriptions are weak, repetitive, or too generic
Merchant Center coverage limited by poor attributes or missing structure
Feed needs AI-surface optimization for Shopping Graph and AI Overviews
Need a rewritten CSV ready for upload
Not designed for
What you provide
Use a Merchant Center feed export or a product CSV from your catalog source.
Bring any keyword priorities or product hierarchy notes that should shape the rewrite.
Rewrites your product data and scores AI-surface readiness
What you get back
A rewritten CSV-ready output with improved titles, descriptions, and supporting fields.
A summary of what changed, why it changed, and what to validate before upload.
This is the feed-specific workflow.
It rewrites product data, strengthens attributes, and gives you a cleaner feed output that can be uploaded or used in a broader Shopping optimization pass.
Full feed works best, but even 20-50 rows is enough to see the rewrite quality and calibrate before a full run.
Titles get de-templated, descriptions rewritten for intent, highlights and product details filled in, and each row scored for AI-surface readiness.
You get a cleaned CSV plus a changelog explaining every change — so you can validate before pushing live.
Get feed optimization insights in minutes — structured output you can act on immediately.
Weak titles and missing attributes are killing your Shopping visibility. This agent rewrites your feed for Google Shopping and AI surfaces — ready for upload.
“Fed it 200 product titles from our worst-performing Shopping campaigns. The feed agent rewrote them with proper keyword placement and attribute struct...”
— Yuki Tanabe
The current product feed or a representative sample.
Source: Merchant Center export or catalog source
Optional keyword or category priorities that should influence the rewrite.
A rewritten CSV-ready output with improved titles, descriptions, and supporting fields.
A summary of what changed, why it changed, and what to validate before upload.
Use the rewritten rows in the next feed upload or staged validation environment.
If the feed is only one part of the problem, hand off to the PMax & Shopping Performance Agent.
Score my feed for AI-surface readiness
Audit this feed for AI-surface readiness and tell me what is missing for stronger visibility in Google Shopping and AI-generated results.
Use next when the feed is fixed and you want the account-level optimization backlog.