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
- Read known Shopify product facts.
- Let the merchant add buyer details.
- Draft a product description without inventing unknown materials, performance, reviews, warranties, origin, or other claims.
- Draft buyer FAQs supported by the same known facts.
- Let the merchant edit the description, questions, and answers.
- Preview the final output.
- Run fact-support, format, and content-quality checks.
- Save the prior values and write only after the merchant clicks Apply.
- 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.