How it works
From a raw feed to the answer AI recommends
Follow a single product through the ACE pipeline. Connect your catalogue, let AI enrich and generate the content answer engines reward, publish everywhere at once, then measure and improve, on a loop that runs continuously.
- ConnectFeed in
- EnrichContext added
- GenerateContent built
- PublishSynced everywhere
- MeasureVisibility tracked
Step 1 · Connect
Bring your catalogue in
Point ACE at wherever your products already live. Upload a feed or connect a platform, map your columns once, and every product lands with a data-quality score, so you can see how AI ready your catalogue is before you change a thing.
- Feeds and files in CSV, Excel, XML, JSON, and TSV
- Shopify, WooCommerce, Google Merchant, and Amazon
- Any size, from a handful of SKUs to six figures
- Column mapping and a data-quality score on import
- CSV
- Excel
- XML / JSON / TSV
- Shopify
- WooCommerce
- Google Merchant
- Amazon
0+
Products a single feed can hold
Step 2 · Enrich
AI reads every product
A bare feed row is not enough for AI to recommend it. ACE reads each product and adds the buying criteria, use cases, and decision drivers answer engines weigh, then generates the schema they parse. The AI-visibility score climbs as each layer lands.
Grounded in your feed, never invented
Trail Runner GTX
Waterproof trail running shoes
- Buying criteria added8 attributes
- Use cases mapped5 scenarios
- Decision drivers enrichedcontext
- JSON-LD schema generatedProduct + Offer
Step 3 · Generate
One product becomes a library
From a single enriched product, ACE generates every asset AI search and marketplaces reward. Tap a type to see a real sample.
Built for wet trails and long days out, the Trail Runner GTX pairs a waterproof GORE-TEX membrane with a grippy lugged outsole. Sized true to fit, it keeps feet dry on river crossings and stable on loose descents.
Step 4 · Publish
Publish once, appear everywhere
Enrich in one place, then sync the right feed variant to every channel you sell on. ACE keeps each destination in step, so a change flows out to all of them at once, with versioning and rollback if you ever need to step back.
- Google, Microsoft, and Shopify feeds
- Amazon SP-API listings and Etsy
- OpenAI Commerce agentic feed
- One-click sync, versioning, and rollback
Step 5 · Measure
See what AI does with it, then improve
ACE tracks how AI assistants and crawlers surface your products, and ties movement back to what you published. The figures below are illustrative of the metrics inside AI Visibility.
Brand mentions in AI answers, up from 128
Illustrative
Your brand vs competitors in AI answers
Illustrative
How your catalogue grades across the score
Illustrative
And the loop runs again
Scheduled runs re-enrich, regenerate, and re-sync automatically, so every product stays AI ready as your catalogue and the engines change.
Sales channels
Google, Shopify, Etsy, OpenAI
Content types
Enhanced PDPs to JSON-LD
Feed formats
CSV, Excel, XML, JSON, TSV
Automated
Ingest to optimise
Connects with your stack
- Google Shopping
- Shopify
- Etsy
- OpenAI Commerce
- CSV feeds
- XML feeds
- JSON feeds
- TSV feeds
FAQ
How the workflow works
Upload feeds and files in CSV, Excel, XML, JSON, or TSV of any size, or connect Shopify, WooCommerce, Google Merchant, and Amazon. You map your columns once and every product lands with a data-quality score.
Yes. Everything ACE generates goes to Review first. Approve in batches, set auto-approval thresholds when you trust a content type, and roll back to an earlier version at any time. Nothing publishes without your say-so.
Enrichment and generation run in the background as durable jobs, so a large catalogue keeps processing without you waiting on it. Scheduled runs then re-enrich and re-sync on a cadence you choose.
It is a per-product agentic-readiness score from 0 to 100, based on schema coverage, enrichment depth, and the content available. ACE grades every product in your feed on the same model, so you can see exactly what to improve.
AI Visibility tracks prompts analysed, AI responses, how often those responses cite you, and your share of voice against competitors. It also shows brand-mention movement since your last publish, brand-level with a per-product breakdown.
Ready to become the answer AI recommends?
Connect your catalogue and start optimising for AI search today. See enriched content in minutes.