Flagship service

AI readiness fix & re-test

Products that meet a channel's requirements can be found by AI shopping assistants. Many stores still miss the basics: attributes that only live in images, policies AI can't read, settings nobody checked. I find the gaps, fix them and re-test.

What I check

  • Eligibility against Shopify Catalog requirements
  • Product attributes, variants, images and prices
  • Shipping, return and other policies as readable text
  • FAQ and Knowledge Base answers
  • Crawlability, product feeds and AI channel settings
  • Meta (Muse): store policies kept current; Facebook & Instagram product sync if you also run shoppable ads
  • Products that shouldn't be exposed, such as MAP-priced or wholesale-only items

What you get

  • A prioritized fix list
  • The agreed fixes, implemented, with a change log
  • Re-test records with dates, before and after

Not included, not promised

  • Rankings, recommendations or order growth. Each AI channel decides those.
  • Deciding for you whether to turn a channel on or off
  • Bugs inside third-party apps

Discovery and checkout differ by channel

ChannelHow products are foundWhere checkout happens
ChatGPTShopify Catalog; the store must sell to US shoppersOn your store's own checkout, in an in-app browser or new tab
Google AI Mode / GeminiThrough Google Merchant CenterDirect checkout requires a US store selling to US shoppers
Microsoft CopilotThe store must sell to US shoppersDirect checkout for US shoppers; subscriptions, bundles, custom products and custom pixels aren't supported there
Meta (Muse)Shopify Catalog; Facebook & Instagram product sync is only needed for shoppable adsDirect checkout inside Meta surfaces such as Muse, for shoppers in the US, Canada and Mexico

Summary of Shopify Help Center pages, checked 2026-10-07. Channel rules change, so they are re-checked on every project.

Manual checks in real AI assistants are spot checks on agreed channels and regions, limited to the features available at the time, with date, query and result recorded. If a channel can’t be accessed, that limitation is written down. One result is not proof of future recommendations.

How it works

From a free check to a tested fix

  1. Free quick check

    Send your store link. I look at public pages and tell you whether this is a fit and where the obvious gaps are. No admin access, no full report.

  2. Diagnosis & quote

    If it needs a deeper look inside your admin, I quote a written scope first.

  3. Implementation

    I make the agreed changes and log each one.

  4. Re-test & handover

    You get before/after records and notes your team can maintain.

Contact

Start with a free quick check

Send your store link. I'll tell you whether this is a fit before anything is paid.

hello@agentfavored.ai