Built by Muk.

Product
Listing Engine

Owner-selected editorial Product Listing Engine workflow artwork, not a captured Shopify interface.

A new product deserves more
than a copied description.

For Candy Smokez, I built a source-led workflow for preparing Shopify product information, with checks before anything is written.

New item.
Clear boundary.

A new product starts with its own identity. The existing catalogue stays behind a protection boundary.

Existing catalogue

Keep the older records intact.

New product IDA starting
record.

Title & basic variants
before enrichment.

Evidence in.
A listing, earned.

A new, minimally populated record

New Shopify catalogue recordDEMO / NEW ITEM
Starting information

A name.
Basic variants.

The existing catalogue stays protected. This new record needs its own source.

Product titleExact item name
DescriptionA description grounded in the source.
SpecificationVerified attributes, with a source.
SEO title & summaryTitle and summary for the same item.
CategoryA matched catalogue category.
Image altDescribe the supplied image.
QA / exact matchSupported content only.

Check the current record and review version before any controlled write.

A question is better
than a guess.

Missing source information takes a different route. The system emails the owner for the official manufacturer URL. The item waits for a verifiable source before research continues.

Verify.
Verified source

Prepare from the source.

Google Gemini prepares the description, SEO metadata, tags and supported image alt text from the verified manufacturer source. Current quality checks and owner review precede a controlled Shopify write.

Prepared
isn’t permission
to write.

Current record

A changed title invalidates the old context.

Current review

A newer failed check blocks an unsafe update.

Controlled scope

Copy and metadata. No changes to prices, stock or product photography.

Useful copy.
A source behind every detail.

The system has completed real Shopify updates, including an owner-assisted source rescue. The value is a traceable process that knows when to stop.

Better workflows.Built around you

Let’s build yours.Return to categories