SkuWatch AI Visibility Agent Install on Shopify

Stage 03 of the SkuWatch AI Visibility Agent loop

Review a fact-grounded product description and buyer FAQ before Shopify changes.

Draft from known product facts, edit every proposed answer, preview the final result, and publish only after explicit merchant approval.

The current write boundary is intentionally narrow

SkuWatch AI Visibility Agent can publish only:

  • the merchant-approved product.descriptionHtml; and
  • the app-owned product metafield $app.ai_faq.

It does not automatically write product titles, vendor, product type, taxonomy, tags, images, alt text, SKU, barcode, price, inventory, or variant options. Those fields can be identified as audit gaps, but they are not part of the current one-click write path.

How a Product Fix works

  1. Read known Shopify product facts.
  2. Let the merchant add buyer details.
  3. Draft a product description without inventing unknown materials, performance, reviews, warranties, origin, or other claims.
  4. Draft buyer FAQs supported by the same known facts.
  5. Let the merchant edit the description, questions, and answers.
  6. Preview the final output.
  7. Run fact-support, format, and content-quality checks.
  8. Save the prior values and write only after the merchant clicks Apply.
  9. Re-read Shopify to confirm the saved values.

The app requests optional write_products access only when the merchant chooses an action that requires writing. Continue to Verify to inspect the saved and public result.

Continue the operating loop

A stage is useful only when its evidence survives into the next one.

SkuWatch AI Visibility Agent carries product identity, observations, sources, decisions, approvals, and change history through the complete lifecycle.