The AI-readable layer for your product

Your site looks great. Agents can’t read it.

WeaveDoc shows how AI agents interpret your site and adds the structure, content, and metadata they need so your stores, SaaS, courses, and APIs can be found, cited, and recommended.

Cached for 30 days · shared with the WeaveDoc AtlasPublic-URL scans onlyRespects robots.txt

Or try an example

Human view

How your site looks to people

example.com/products/aurora-wool-jacket

Jacket

BEST SELLER

Aurora Wool Jacket

Premium Italian wool · Forest Green

★★★★★4.8 (532 reviews)

$249.00

Premium Italian Wool

Water Resistant

Windproof

Lifetime Warranty

Agent view (before WeaveDoc)

19 issues found

8 critical · 11 warnings · Scan 2.1s

https://example.com/products/aurora-wool-jacket

Title:Aurora Wool Jacket

Price:[MISSING]

Availability:[UNCLEAR]

Variants:color not detected

Description:[TRUNCATED]

Structured Data:No Product schema

Raw fragment:

Aurora Wool Jacket
Home > Products > Jackets > Aurora Wool Jacket
Product Page
Image: /cdn/products/aurora-jacket-1.jpg
Price: [MISSING]
Availability: [UNCLEAR]
Variants:
  Color: [NOT FOUND]
  Size: S, M, L, XL, XXL
Description:
Premium Italian wool meets technical performance...
Reviews: 4.8 stars · 532 reviews

Missing structured product data

No schema.org/Product JSON-LD block found

Price not machine-readable

Price appears in HTML but not in any structured format

Availability not machine-readable

Stock status visible to humans only

Variants incomplete

Colors not exposed in structured data

Description not sectioned

No semantic structure for features, materials, care

No schema markup

Missing Product, Offer, AggregateRating schemas

Agent confidence:low

Agent view (after WeaveDoc)

All good

0 issues · Scan 1.3s

https://example.com/products/aurora-wool-jacket

JSON-LD ⌄

Structured data summary

@typeProduct

Product NameAurora Wool Jacket

SKUAWJ-FG-M

BrandExample Outfitters

CategoryOuterwear > Jackets

Price$249.00 USD

AvailabilityInStock

Inventory125 units

ColorForest Green

SizeS, M, L, XL, XXL

Rating4.8 / 532 reviews

ShippingShips in 1–2 business days

Return Policy30-day returns

SchemaProduct, Offer, AggregateRating (valid)

Schema statusValid · eligible for rich results

AI assistant can now answer correctly

Best wool jackets under $300 for cold, wet weather?

The Aurora Wool Jacket from Example Outfitters fits well — $249, in stock, ships in 1–2 days, with premium Italian wool and a windproof, water-resistant membrane. 4.8 stars across 532 reviews.

Aurora Wool Jacket

Example Outfitters·example.com

$249.00In Stock4.8 ★ (532)

Why this answer? Complete, structured data verified.

Agent confidence:high

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URLs scanned this week

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Built for every product

One AI-readable layer. Every kind of product.

Whatever you sell, teach, build, or ship — WeaveDoc makes it discoverable in the answer layer that’s replacing search.

Stores

Get cited when shoppers ask

Shopify, Woo, and custom catalogs. Make every product, variant, and price machine-readable so agents can recommend you with confidence.

"Best black hoodie under $80" → cites your store

SaaS

Win in 'best tool for X' queries

Product, use-case, and integration pages — structured so ChatGPT and Claude can recommend you to the right audience.

"Best workflow tool for marketing teams" → cites your product

Courses

Show up in 'how do I learn X'

Paths, tracks, prerequisites, and outcomes — exposed in a format agents trust to recommend the right learner journey.

"Best path to learn React" → cites your learning path

APIs & Docs

Become callable, not just readable

Expose your endpoints via OpenAPI + an MCP endpoint. Agents stop scraping HTML and start using your product natively.

"Payment APIs with idempotency" → cites your API

See what agents see

Compare your site with the raw view AI agents actually receive.

Fix what matters

WeaveDoc flags structural, content, and metadata issues that block discovery.

Make products discoverable

Clean, structured data means products get found, cited, and recommended.

Win in AI answers

Better structure leads to confident answers and more qualified traffic.