From raw data to retail-ready stories.
Every product begins as information, and information on its own does not sell. Our AI-assisted catalog service takes raw data, imagery and specifications and turns them into structured, search-ready listings that people actually click. Agents do the drafting at volume. A named catalog specialist approves every listing before it goes live, and each decision lands on a record.
Where product data becomes discovery power.
Hand us a basic product sheet and the engine does the rest. It has learned your brand tone, it knows what sets each product apart and it writes for the person who is actually searching. The result is a listing that stands out on the page rather than one that merely shows up. Every draft carries its source fields, so a specialist can trace any sentence back to the data it came from.
- SEO-driven product descriptionsDescriptions written around the terms buyers use, structured so search engines and marketplace ranking both read them cleanly, with no claim that the source data cannot back.
- E-commerce product catalog managementOne structured master record per product feeds every channel, so a change made once shows up everywhere it should and nowhere it should not.
- USP-driven titlesTitles lead with the differentiator that matters for that category, kept inside each marketplace’s length and format rules and checked against duplicates.
| Title | SKU | Pre-live | Post-live | Status | |
|---|---|---|---|---|---|
| Crochet midi dress | BG-2210 | pass | pass | ✓ live |
| Leather crossbody bag | BG-2211 | pass | image broken | held · human |
| Court sneaker | BG-2212 | pass | pass | ✓ live |
| Layered pendant necklace | BG-2213 | tone off brand | queued | held · human |
 | Minimal quartz watch | BG-2214 | pass | price re-synced | ✓ fixed |
 | Stoneware mug | BG-2215 | pass | pass | ✓ live |
Perfection before publication.
No SKU goes live until it has passed a layered audit. Agents read every listing for tone, taxonomy, brand rules and platform rules. They keep reading after launch. Anything that fails is held and routed to a named reviewer, never quietly published. The full service is described on our catalog QC page.
- Pre-live SKU auditEvery field, image and category is checked against the schema and the marketplace policy before the listing is submitted, so rejections and takedowns are caught on our side first.
- Post-live SKU auditOnce a listing is up, it is re-read on a schedule for drift: changed platform rules, broken images, price and stock mismatches, with proposed fixes queued for approval.
Unlock hidden product details with AI.
Most product sheets stop at the basics. The image usually knows more. Our vision agents read each product photo and pull out the attributes a buyer filters on: colour, fabric, texture, pattern, even shine or structure. Each attribute is written to the record with a confidence score, and anything below the threshold goes to a specialist rather than into the listing.
- Colour and material recognitionPrimary and secondary colours mapped to your palette names, and fabric or material identified where the image supports it, with low-confidence reads flagged for a person.
- Design and style detectionCut, silhouette, neckline, closure, heel shape or handle type recognised per category and written to the attribute fields the marketplace expects.
- Pattern and feature analysisStripes, checks, prints, embroidery, sheen and structural features read from the image and reconciled against the spec sheet so the two never disagree.
| Title | Colour | Material | Pattern | Status | |
|---|---|---|---|---|---|
| Crochet midi dress | Ivory | Cotton crochet | Open weave | ✓ extracted |
| Leather crossbody bag | Red | Grained leather | Plain | ✓ extracted |
| Court sneaker | White | Leather | Plain | ✓ extracted |
| Layered pendant necklace | Gold | Plated brass | needs review 0.71 | held · human |
 | Oversized tee | Black | Cotton jersey | Plain | ✓ extracted |
 | Wool fedora | Brown | Wool felt | Plain | ✓ extracted |
Refining, enhancing and future-proofing your listings.
A complete listing is not the same as a compelling one. Enrichment goes back over every detail and adds what was missing: sharper wording, consistent attributes, the context a buyer needs to choose. It runs as a continuous cycle, so a catalog built last season keeps up with this season’s search terms and platform rules. Bulk changes wait at the approval gate before anything is rewritten live.
- Title and attribute enhancementWeak or generic titles rewritten around the strongest USP, and thin attribute sets filled from images, specs and category norms, with each proposed change shown side by side with the original.
- Content-image syncDescriptions and attributes checked against what the photos actually show, so a listing never promises a colour, finish or feature the image contradicts.
- Contextual data enrichmentUse cases, compatibility, care instructions and comparison points added from your own product knowledge, giving the buyer the answer before they leave to search for it.
Let’s build smarter, faster and more scalable e-commerce experiences together.
Explore how AI + creativity can accelerate your next big move. Send us one product sheet and its images. We will return a finished, QC-passed listing and the record of who approved it.