AI product descriptions

AI product descriptions grounded in your real product data

Doc2Shelf writes titles, descriptions, and bullet points from the facts in your supplier PDFs — so the copy is accurate and on-spec, not invented — and lets you rewrite or translate it in a click.

Free plan included — no credit card required.

Generic AI copywriters invent specifications and hallucinate features because they start from a prompt, not from your product. That is a liability in ecommerce, where a wrong dimension or material claim leads to returns and complaints.

Doc2Shelf writes product copy from structured fields extracted from your supplier documents. Titles, descriptions, and bullet points are grounded in the product data you review before use. Extracted fields may include source evidence, but generated listing sections do not map every claim to a source location.

How it works

  1. 1

    Upload the PDF

    Add the supplier document with the product facts.

  2. 2

    Extract + write

    AI extracts the data and drafts titles, descriptions, and bullets.

  3. 3

    Refine the copy

    Rewrite sections, adjust tone, and edit directly.

  4. 4

    Use anywhere

    Publish to your store or export the copy.

Copy that stays true to the spec sheet

Because generation is anchored to extracted product data, the descriptions describe the actual product: correct measurements, materials, capacities, and features. You get persuasive merchandising copy without drifting away from the facts.

Review the extracted product fields and any available source evidence before approving the listing. Generated listing sections remain editable drafts and do not link each claim to a source location.

Rewrite, restructure, and match your voice

Need a punchier title or a different tone? Rewrite individual sections with AI, adjust the bullet order, or edit the text directly. The listing structure — title, descriptions, bullets, specifications — stays intact while you refine the wording.

This makes it practical to produce consistent copy across hundreds of products and still tailor the hero listings that matter most.

One description, many languages

Sell internationally by translating listings into more than 100 languages while preserving structure and formatting. The same accurate description becomes localized copy for every market you enter, without re-writing from scratch.

Fact-grounded copy

Descriptions written from extracted product data, not invented from a prompt.

Titles + bullets

Complete listing copy: title, long description, and benefit bullets.

Section rewriting

Regenerate or rewrite any section to fit your brand voice.

Traceable claims

Copy is grounded in reviewed extracted fields; listing sections do not provide a per-claim source map.

Translate 100+ languages

Localize the finished copy for international markets.

Bulk generation

Produce consistent copy across hundreds of products at once.

Who it’s for

  • Ecommerce teams producing consistent copy across large catalogs
  • Sellers who need accurate, on-spec descriptions to reduce returns
  • Brands localizing product copy for multiple markets
  • Anyone tired of generic AI copywriters that invent specifications

Frequently asked questions

How is this different from a generic AI writer?
Generic writers start from a prompt alone. Doc2Shelf drafts from structured product fields extracted from your supplier PDF, so the copy is grounded in data you can review. Extracted fields may include source evidence, but the finished listing does not map every claim to a source location.
Can I change the tone or rewrite sections?
Yes. You can regenerate or rewrite individual sections with AI, edit text directly, and reorder bullets — all while keeping the listing structure intact.
Does it handle other languages?
You can translate finished listings into more than 100 languages while preserving structure and formatting.

Turn your product documents into revenue

Upload a supplier PDF and generate your first listing and compliance declarations in minutes.

Create your free account