Catalog Copilot — product data that keeps pace with merchandising

Stop rebuilding the same catalog work every time a new supplier shows up

Merchandising and ops teams are stuck between chaotic files and rigid channel rules. Catalog Copilot is your dedicated assistant—it maps messy rows into products, variants, and SKUs, learns from how you correct it, and shoulders more of the repeat work on every run.

Self-serve signup is coming soon. Available today through Inverge; Shopify support is next.

No overnight “autopilot” fairy tale—early passes stay collaborative so trust and rules compound where your business actually operates: the first mile of product data.

What happens on a typical run

The same story your team tells in Slack—now with a copilot doing the mechanical parts.

1Bring the file — however it arrived. Columns do not need to match what you saw last week.
2Let the copilot infer — product groupings, variant paths, and channel-shaped fields.
3Steer the exceptions — then ship rules forward so the next import starts smarter.

You stay in control on early runs

Rules that compound over time

Built for multi-channel reality

Built around how your week actually goes

Before we talk features, here is the loop we hear from merchandising and catalog owners—the pain Catalog Copilot is designed to absorb.

The inbox never stops

Every supplier uses different headers, units, and shorthand. Your team becomes human glue between spreadsheets and systems.

Channels will not wait

Launch windows and marketplace deadlines do not care that row 4,881 still needs a decision. Manual cleanup quietly becomes the bottleneck.

You need leverage—not another tool to babysit

Catalog Copilot takes on the repetitive interpretation and transformation so your people spend time on judgment calls and growth.

Why “clean it in Excel first” stopped scaling

The hardest gap is not polishing a PIM—it is getting durable structure out of inconsistent supplier reality before the clock runs out.

Every file invents its own dialect

Headers, merge cells, and one-off codes change shipment to shipment—templates crack the moment a new vendor appears.

Quality is uneven by default

Missing attributes, mixed units, and ambiguous labels are the median case—not rare exceptions you can ignore.

Channels disagree on what “good” looks like

Your storefront, marketplaces, and retail partners each demand different fields, option sets, and validations.

Manual triage steals runway

Heroic spreadsheet work breaks when seasons, suppliers, and channels multiply.

Where Catalog Copilot fits in your stack

Most tools excel after structure exists. Catalog Copilot specializes in the messy first mile—where SKUs, variants, and channel schemas still need to be discovered.

Traditional PIMs

Governance powerhouses once identifiers and hierarchies exist—not built to infer relationships from arbitrary supplier headers.

Feed & channel routers

Excellent movers of mostly-aligned data. They rarely heal upstream row-level inconsistency before routing.

Generic AI assistants

Helpful for prose and light cleanup—often thin on SKU graphs, channel schemas, and the audit trail of what your team accepts.

Catalog Copilot

Purpose-built for onboarding chaos: infer structure, capture corrections as rules, and ship channel-aware outputs that improve every run.

Guided first runs → scaled automation

Follow the workflow your team will actually run

Below is the same path operators describe in workshops—only now the copilot carries the mechanical load while you invest attention where judgment matters.

How it flows

One journey—from spreadsheet chaos to channel-ready data

Ingest

Drop in whatever the supplier sent. Columns don’t need to match last week’s file.

Copilot maps

Your copilot proposes products, variants, and mappings toward your channel schemas.

Review & teach

You confirm and correct where it matters—turning judgment into reusable rules.

Channel-ready

Outputs shaped for your site, marketplaces, and retail partners—faster on every run.

D2C siteMarketplaces…and the channels you add next

Alignment

Your copilot proposes structure, groupings, and mappings. You confirm what is right and fix what is not—in context, not cell-by-cell chaos.

Acceleration

Catalog Copilot applies what it learned: normalization rules, mapping preferences, and repeat patterns from prior runs.

Guardrailed throughput

Most rows flow automatically. Your attention stays on exceptions and revenue-critical fixes—not rebuilding the catalog.

Compounding intelligence

Supplier quirks, channel constraints, and approvals accumulate—so the next file and the next channel start faster.

If someone promises zero-touch perfection on day one with chaotic supplier data, they are selling a different category of problem. Reviewing early runs is not friction—it is how operators stay accountable while the copilot earns trust.

Operator-grade capabilities—not buzzwords

The details merchandising and ecommerce ops fight for when deadlines are tight and leadership is watching SLAs.

Inference from arbitrary layouts

Start from messy spreadsheets and still converge on a coherent product model.

Product / variant / SKU graph

Understand how rows roll up so exports reflect how you actually sell.

Normalization you can trust

Encode fixes as durable rules—not one-off edits lost in email threads.

Channel-aware shaping

Move closer to each destination’s schema without maintaining ten shadow spreadsheets.

Reusable guidance

Turn operator corrections into instructions the copilot applies next time.

Review built for humans

Surface confidence and exceptions so you spend minutes—not weekends—in QA.

Your copilot handles the grind—turning messy supplier files into structured, channel-ready products with measurably less manual labor every run.

Starts where the data shows up: supplier files—not theoretical templates.
Blends inference with expert judgment first—then automates what is safe and boring.
Gets sharper run-over-run as mappings, rules, and exceptions stack across your catalog.

Outcomes your leadership team can track

Translate cleaner onboarding into faster launches, fewer escalations, and catalog teams that focus on strategy—not salvage work.

Shrink manual cleanup time between merchandising, ecommerce, and marketplace ops

Launch new suppliers with repeatable import playbooks instead of heroics

Publish to more channels with outputs tuned per destination—not one flattened feed

Spend review cycles on exceptions and revenue risk—not rebuilding rows by hand

Ready to walk through your workflow?

See how teams like yours move from inbox chaos to confident channel launches—with a copilot that picks up more of the repeat work every week.

Book a demo