For webshop owners

Launch richer product pages from the data you already have.

Paste your shop URL or connect your ecommerce layer like Shopify, WooCommerce, or Shopware. Central reads what you have, finds missing facts across various sources, and writes descriptions, FAQs, and Google fields from verified facts.

app.central.to/shops/smeg-retro
scan audit enrich publish
0% Scanning
🛒
https://smeg-retro.shop/products/red-2-slot-toaster
Title Smeg TSF01 toaster 1.00
Price € 179 1.00
GTIN 8017709293895 1.00
Description thin · 1 paragraph 3¶ · powder-coated · 950W 0.94
Dimensions missing 31 × 19.5 × 19.8 cm 0.97
Materials missing powder-coated steel 0.96
Buyer FAQ missing 8 · from 412 reviews 0.88
Schema.org missing Product + FAQPage ready
Ready for
PDP copy Buyer FAQ Schema.org Google MC Bing MC ChatGPT Widget
catalog audit · not just one page

Your problem isn't one thin page. It's every page.

Supplier gave you titles, GTINs, and prices. Sometimes a paragraph. The buyer wants dimensions, materials, capacity, care guidance, included items, exclusions, and whether it fits.

The same gaps repeat across your catalog — 847 SKUs, the same six missing fields. Central runs the audit on the whole shop, then closes the gaps in batches.

Only verified claims ship. Thin is a verification opportunity before it's a copy problem.
catalog coverage · smeg-retro.shop

847 SKUs · 12 attributes audited

5,082missing
Title
100%
Price
100%
GTIN
98%
Description
48%
Dimensions
12%
Materials
4%
Care guidance
2%
Power / capacity
7%
Buyer FAQ
0%
Schema.org
0%
3fields covered 9gaps to close generated 5 min ago
Worst offenders · 6 of 847 shownfields missing
Smeg TSF01 — Red toasterdims · mat · care · power · FAQ · schema6 missing
KitchenAid Artisan Mixer 5KSM150mat · care · capacity · FAQ · schema5 missing
Le Creuset Dutch Oven 26 cmcare · FAQ · schema · power4 missing
DeLonghi Magnifica S Espressocare · FAQ · thin description3 thin
Dyson V15 Detect Cordlessmat · care · FAQ3 missing
Bosch MUM Series 6 Mixerdims · mat · FAQ3 missing
how it ships

Paste your shop URL. Skip the rewrites.

AI drafts the content. Verification decides what ships. Three visible steps from the URL you already have to a record that powers every surface.

1start with your shop

Paste a URL, connect your shop or upload an export.

Shopify, WooCommerce, Shopware, Magento — any shop URL, product URL, CSV, or supplier file. Central auto-detects categories and maps your data.

$central.enrich('smeg-retro.shop')
platformShopify · 4.2
products847 SKUs
queued847✓ ready
2get the verified record

Every fact sourced, every fact scored.

Central pulls from various trusted sources, cross-checks every claim, scores confidence per attribute. Uncertain values are held for review — never silently filled.

weight1.42 kg0.97
power950 W · 2-slot0.99
finishpowder-coated0.94
carewipe-only0.91
visorheld0.62
3push it everywhere

Page copy, FAQs, Google fields, Schema, feeds.

One record adapts to every surface — your product page, the widget, Google Merchant Center, ChatGPT Shopping, and any custom CSV / XML / JSON feed.

storefrontpage + widgetready
Google MCtitle 148/150ready
ChatGPTJSON-LDready
Schemax-centralready
CustomCSV / XML / JSONready
ten use cases · for your storefront

Everything Central does between your data and your shopper.

Central turns the product data your shop already has into the descriptions, FAQs, selling points, Smart Negatives, schema and channel feeds your storefront needs. Every output is grounded in verified, source-tracked facts.

01
[ content ]

Descriptions from verified facts

Rewrite thin supplier paragraphs into source-backed descriptions that actually answer buyer questions.

PainSupplier copy is thin and reads like marketing fluff — it doesn't answer real buyer questions.
ValuePage paragraphs are rewritten from the verified attribute record, with every claim citation-ready.
Supplier paragraph thin
Stylish retro toaster with premium build quality and elegant Italian design. A statement piece for any kitchen.
Custom Fields · verified record22
Power950 Wnumber
Slot size33 mmnumber
FinishPowder-coated steeltext
Browning levels6number
Made inItalytext
Colors available8number
Generated description verified
Two-slot toaster with 950 W heating, 33 mm wider slots that fit bagels, a powder-coated steel body, and 6 browning levels. Made in Italy, available in 8 colors.
02
[ content ]

Buyer FAQs automatically

Turn unanswered questions into page-ready FAQ, drawn from verified product data and real customer reviews.

Pain0 questions answered on the page → buyers bounce or write to support.
ValueReal review themes turn into page-ready Q&As, each one cited to its source.

REV
412 customer reviews
★★★★★ 4.8 avg · 8 themes mined
412quotes
PDF
Manufacturer spec sheet
smeg.com/spec/tsf01.pdf · 22 fields
22specs
URL
3 retailer listings
mediamarkt · coolblue · keshop
3cross-check
verify
&
answer
Frequently Asked Questionson your PDP
Does it fit a bagel?
Yes — 33 mm slots fit standard bagels and thicker artisan bread.
4 reviewsspec PDF
Is it dishwasher safe?
Made in Italy?
03
[ content ]

Selling-point extraction

Stop guessing which features sell. Central ranks the four selling points most likely to convert and adds them straight to your product page.

Pain22 verified facts on the record — but which 4 actually earn the click?
ValueBuyer-impact scoring surfaces the four lines that convert. Never invented.
verified attribute pool · 22 facts 33 mm slots 8 colors made in Italy 950 W 2 slots 1.42 kg 31 × 19.5 × 19.8 cm powder-coated 6 levels removable tray 2-year warranty wipe-only 220 V cord 80 cm + 8 more
ranked usps · buyer-impact score
#133 mm slots fit bagels
#28 colors · made in Italy
#3950 W · 6 browning levels
#4Removable crumb tray
04
[ content ]

Smart Negatives

Show buyers the limitations before they buy and cut returns and 1-star surprise reviews.

PainWrong-fit returns and surprise reviews — buyers didn't see the limitation in time.
ValueLimitations and exclusions surfaced on the page, before "add to cart".
Return-risk signals · 3 detected
M
Marie · 2-star ★★
"Thought it had 4 slots — only 2. Sending back."
J
Jan · 1-star
"Ruined in the dishwasher on first wash."
T
Tom · 2-star ★★
"My baguette didn't fit — too narrow."
Smart
Negatives
On the product page4 verified
2-slice only · not 4-slice
spec · 12 rev.
Slots ≤ 33 mm · no baguettes
rev. #214
Wipe-only · not dishwasher safe
care guide
EU plug · 220 V only
mfr.
05
[ catalog quality ]

Close attribute gaps catalog-wide

Close repeating attribute gaps across the entire catalog in one batch, never SKU by SKU.

Pain847 SKUs × 6 missing fields = 5,082 holes you cannot fix SKU-by-SKU.
ValueOne enrichment run closes the whole catalog. Same gap, all SKUs, one batch.
catalog heatmap · 6 attributes × 20 SKUs sample 91% closed after enrichment
Dimensions Materials Capacity Care guidance Warranty Energy data
Missing Low confidence Complete
06
[ catalog quality ]

SEO + Schema.org from one record

Generate SEO data like meta title, meta description, and full Schema.org / JSON-LD from one verified record.

PainGoogle rejects the page — empty meta description, no JSON-LD, no FAQPage, no rich results.
ValueMeta title, meta description, and full Schema.org / JSON-LD generated from the verified record.
verified record 16 src
nameSmeg TSF01
brandSmeg
gtin8017709293895
price€ 179
rating4.8 / 412
colors8 · Red, Cream…
faq8 verified
Meta title58 / 60
Smeg TSF01 Retro 2-Slice Toaster · Red · 8 Colors · Made in Italy
Meta description142 / 160
Smeg TSF01 2-slice retro toaster · powder-coated steel · 33 mm slots · 6 browning levels · made in Italy · 8 colors · 2-year warranty.
application/ld+jsonProduct + FAQPage + AggregateRating
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Product",
      "name": "Smeg TSF01 Retro 2-Slice Toaster",
      "brand": "Smeg",
      "gtin": "8017709293895",
      "offers": { "price": 179, "priceCurrency": "EUR" },
      "aggregateRating": { "ratingValue": 4.8, "reviewCount": 412 },
      "color": ["Red", "Cream", /* +6 */]
    },
    { "@type": "FAQPage", "mainEntity": [ /* 8 verified Q&A */ ] }
  ]
}
07
[ catalog quality ]

Image optimization signals

Analyze each image, extract new product attributes, and generate alt text + IPTC metadata.

Painalt="" → invisible to Google Images, AI shopping agents, and screen readers.
ValueCentral analyzes the image, extracts new product attributes, and writes alt text + IPTC metadata from them.
Coming soon
extracted from image
color · primaryRed, glossy
view angleFront, eye-level
visible parts2 slots · 1 lever · dial
surfacePowder-coated steel
↓ extends record
then written from the enriched record
alt text
<img alt="Smeg TSF01 retro 2-slice toaster · red glossy · powder-coated steel · front view" />
IPTC metadata
Title: Smeg TSF01 Red Retro Toaster
Keywords: Smeg · retro · toaster · 2-slot · red · 50s · powder-coated
08
[ catalog quality ]

Purchase-decision signals

Help buyers decide with pros, cons, ideal-buyer, and not-ideal-for, all drafted from verified facts.

PainBuyers can't tell if it's right for them — no pros, no cons, no fit signals.
ValuePros, cons, ideal-buyer, and not-ideal-for, all drafted from verified facts only.
Ideal Buyerverified

Design-led households who want a styled countertop appliance and toast 2 slices at a time. Bagel-eaters welcome — 33 mm slots fit.

Not Ideal Forverified

Families of 4+ needing 4 slots at once, or anyone wanting baguette-length slots or dishwasher-safe parts.

Pros5 · sourced
  • Wider 33 mm slots for bagels
  • Powder-coated steel · made in Italy
  • 8 colors · matches Smeg appliances
  • Removable crumb tray · wipe-clean
  • 2-year manufacturer warranty
Cons3 · sourced
  • 2-slot only · no 4-slice version
  • Wipe-only · not dishwasher safe
  • EU plug · 220 V only
09
[ distribution ]

One record · every surface

Push one verified record to every buyer-facing surface through Channel Studio, with no reformatting and no re-keying.

PainEvery channel demands a different format — hours of re-keying per SKU, manual every time.
ValueOne verified record, every buyer-facing surface, zero reformatting.
PDP · storefront
Google MC
ChatGPT Shopping
Custom CSV / XML
Bing · Perplexity
Product Widget
canonical record

Smeg TSF01

42 fields · 0.94 conf
10
[ distribution ]

Channel-specific feed formatting

Shape the same verified data to each channel's character limits and field rules, ending feed rejections.

Pain"Won't index", "title too long", "category mismatch" — feed rejections eat your week.
ValueEach channel gets the verified data shaped exactly to its character limits and field rules.
verified record
nameSmeg TSF01 Retro 2-Slice Toaster · Red
description950 W · powder-coated · 33 mm slots · 6 levels · Italy
categorySmall Appliances › Toasters
price€ 179.00 EUR
adapt
per channel
Google MC≤ 150 chars
Smeg TSF01 Retro 2-Slice Toaster, Red, 950 W, Made in Italy
62 / 150 ch · category 4044
Bing MC≤ 70 chars
Smeg TSF01 Toaster Red 950W 2-slice
38 / 70 ch · cropped from full title
Custom CSVyour column map
sku, name_full, desc_long, price_eur, gtin, cat_path
6 columns · UTF-8 · semicolon-sep
how it fits the product

Three connected systems. One record.

This workflow runs on the same Central product system the rest of your team will use — verifier upstream, adapter in the middle, on-page surface at the end.

01 · Enrichment Engine

Verifies every fact.

Gathers across various sources, scores confidence, and keeps unsupported claims out of publishable copy.

verified
sources scanned15
multi-verified67.6%
held for review3
avg. confidence0.94
/features/enrichment-engine →
02 · Channel Studio

Adapts the record to every shape.

Turns the verified record into Google Shopping fields, custom feeds, page copy, Schema.org / JSON-LD, and AI-readable outputs.

channels · per record
Google Merchant70-char
ChatGPT ShoppingJSON-LD
Bing · Perplexityready
custom feedsCSV · XML · JSON
/features/channel-studio →
03 · Product Widget

Verified data on the page.

FAQs, Smart Negatives, buyer answers — drop one script tag and the widget renders from the same verified record. Shadow DOM, < 40 KB, CLS 0.

on-page
hook layerpercentile callout
details layer22 specs · 8 FAQ
advisorverified-only
install1 script tag
/features/product-widget →
proof artifact · same product

One thin page in. One published product page out.

The same Smeg toaster from the audit — sparse on the left, the rendered storefront product page on the right.

smeg-retro.shop / red-2-slot-toaster before
Smeg TSF01 Retro 2-Slice Toaster
RED · 2-SLOT
€ 179.00
Descriptionthin · 1 paragraph
Dimensionsmissing
Materialsmissing
Power · slotsmissing
Care guidancemissing
Buyer FAQmissing · 0 questions
Schema.orgmissing
Smart Negativesmissing
3imported 1thin 6missing
Central
publishes
smeg-retro.shop / red-2-slot-toaster after · live
Smeg
TSF01 Retro 2-Slice Toaster · Red
★★★★★ 4.8 · 412 reviews
€ 179.00
Highlightsverified
950 W · powder-coated steel · 6 browning levels
33 mm wider slots fit bagels and thick bread
8 colors · made in Italy · 2-year warranty
Removable crumb tray · wipe-only care
Specifications16 sources
Power950 W
Slots2 · 33 mm
Weight1.42 kg
Dimensions31 × 19.5 × 19.8 cm
MaterialPowder-coated steel
Warranty2 years
Buyer FAQ8 questions
Does it fit a bagel?
Yes — 33 mm slots fit standard bagels and thicker artisan bread. Confirmed across 4 reviews and the manufacturer spec.
Is it dishwasher safe?
How do I clean it?
42fields verified 14sources · 4 indep. 0.94 avg
5-minute install

One script tag. Any platform.

Less than 40 KB · async-loaded · Shadow DOM means zero theme conflicts. Available on Shopify, Shopware 6, WooCommerce, and Magento 2 today.

install · product template
<!-- drop on your product template -->
<script src="https://widget.central.to/v1.js"
        data-shop="<shop-id>"
        data-sku="<product-sku>"
        async></script>
< 40 KB · Shadow DOM · CLS = 0 ready

Frequently asked

What can I start with?

+

Use what you already have: a shop URL, product URLs, a CSV, supplier files, or an existing catalog export. Central reads the input and shows what is missing within 5–10 minutes.

Will Central publish uncertain claims?

+

No. Unsupported or conflicting claims stay hidden or marked for review until a second source supports them or you make a merchant decision. The default confidence threshold is 0.85 — you set the bar.

Can the same record power pages, feeds, widgets, and AI-readable data?

+

Yes. Central enriches the canonical product record first, then adapts the verified fields into storefront copy, feeds, widgets, Schema.org, JSON-LD, and custom CSV / XML / JSON exports — without rewriting the SKU.

Does Central work with Shopify, WooCommerce, or Shopware?

+

Yes. Central can read a shop URL or export from major storefront platforms. Push-back integrations are described on the relevant integration page and labeled by current status.

How much does it cost to enrich my catalog?

+

Pay for catalog work, not seats. Full enrichment is 50 tokens / SKU, simple enrichment is 20 tokens / SKU. Plans start at Starter ($149/mo · 2,500 tokens).