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catalog_structure.jsonAI Mapped

From Product Images To Marketplace-Ready

Prodarchy builds every listing right the first time — structured, validated, and ready to publish from a single upload.

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structure: 100%

Upload a product image to generate titles, descriptions, attributes, SKUs, and Excel-ready catalog data.

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Built for Marketplaces
Built by Marketplace Seller
One Image - Complete Structured Listing. Try for Free Now!
THE CATALOG PROBLEM EVERYONE IGNORES

Before Prodarchy,
this was your
Reality.

Spreadsheets built on guesswork. Listings rejected because the taxonomy was wrong, attributes were missing, or HSN codes were copy-pasted from a competitor. Products get indexed and stay invisible on search. Every mistake means more manual work before the product can go live.

Six Reasons Marketplace Listings Fail:

01

Missing Required Attributes

Listings get suppressed within 48 hours

02

Wrong Taxonomy Categorisation

Products never appear in the right category

03

Broken Variants

Sizes, Colours and other Variants never get grouped together.

04

Wrong Tax Classification

Incorrect HSN data can create compliance problems downstream

05

Products Invisible on Search

Poor content & structure kill discoverability

06

Thousands of SKUs, Zero Structure

Spreadsheets don't scale or sustain growth, duplicate SKUs multiply

Prodarchy runs 7 pre-publish compliance checks so your listings get approved, stay live, and sell.

THE DIAGNOSIS

Every rejected listing has the same root cause.

It isn't bad images or weak copy. It's the work behind every listing, with a spreadsheet standing in for a data model — the same product gets entered, categorized, and rebuilt again for each marketplace — with different fields, rules, and requirements. More spreadsheet work, more corrections, and more time before the product goes live.

Build it right once. Save time rebuilding the same product for every marketplace.
FAILURE LEDGER — TYPICAL 100-SKU CATALOG
01Wrong taxonomyFiled outside the category buyers search — permanently invisible.
02Missing attributesRequired fields left blank — suppressed within 48 hours.
03Broken variantsSize/colour splits that don't parent — duplicate SKUs, split reviews.
04Wrong HSN codesCopy-pasted from a competitor listing — GST filing errors downstream.
THE FIX

We fix the Structure, not just the output.

Prodarchy is a Dynamic Catalog Engine, not just a text or image generator. Every product moves through the same six operations to become structured, validated, and ready to sell - before it reaches a marketplace.

listing-builder · live pipeline
06 · PUBLISH100%
Upload Product Image
Round neckHalf sleeve100% cottonNavy blueSolid
Marketplace-ready
Listing · SKU-2291-NVYMarketplace-ready
Title
Men's 100% Cotton Round Neck Half Sleeve T-Shirt | Regular Fit, Solid Navy Blue | Breathable 180 GSM Tee
Attributes · 8/8
ColourNavy Blue
Fabric100% Cotton · 180 GSM
FitRegular
NeckRound Neck
SleeveHalf Sleeve
PatternSolid
GenderMen
Country of originIndia
Category
Apparel›Men›T-Shirts›Round Neck
Identifiers
GTIN890XXXXXXXXXX
HSN6109verified
SKUTEE-NVY-M
Variants
SMLXLXXL5 linked
Compliance · 7 checks7/7
AttributesGTINHSNTaxonomyVariantsImagesTitle limits
AmazonFlipkartMeeshoMyntra
Download ExcelPublish
  1. Upload
  2. Extract
  3. Validate
  4. Map
  5. Optimize
  6. Publish
  1. 01
    Upload
    One Image — no template, no spreadsheet required.
  2. 02
    Extract
    Vision and Text Models pull brand, category signal, specs.
  3. 03
    Validate
    GTIN, HSN, and required fields checked against Source of Truth.
  4. 04
    Map
    Categories mapped to each marketplace's live category tree.
  5. 05
    Optimize
    Titles and Bullets written for search, inside channel limits.
  6. 06
    Publish
    Cleared listings sync out — nothing ships without passing checks.
catalog_raw.xlsx
Sheet1
Output
A
B
C
D
1
SKU
Title
Category
Status
2
SHRT-2847
"shirt blue men NEW!!"
—
Suppressed
3
BLND-992
"Hand blender 500w"
Kitchen > Blenders
Invisible
4
TEE-4412
"Blue cotton tee M"
—
Rejected
5
SHRT-2847
Extracting...
Mapping...
Processing
6
BLND-992
Validating...
Checking...
5/7 passed
7
SHRT-2847
Men's Slim-Fit Oxford Shirt — Blue
Apparel > Shirts > Formal
Ready
8
BLND-992
500W Hand Blender — Stainless Steel
Home > Small Appliances > Blenders
Ready
9
TEE-4412
Premium Cotton Crew Neck T-Shirt — Blue
Clothing > Men > T-Shirts > Crew Neck
Ready
10
—
3 of 3 fixed
100% mapped
Complete
Catalog Health94.2 / 100

Watch Chaos become Structure.

VISUALIZE THE CATALOG WITH SPINE

BEFORE / AFTER

From Suppressed to Shelf-Ready.
In Minutes.

See product catalog management in action. Prodarchy resolves the details that determine whether a product is structurally complete - required attributes, category mapping, identifiers, HSN, variants, and product imagery - then verifies the finished record field by field.

Every product leaves the pipeline with a complete, verified structure
giving your catalog a consistent foundation as it grows.
BEFORE
✗ 14 required fields missing
✗ Category: unmapped
✗ GTIN: null
✗ HSN: guessed (wrong)
✗ Variants: 3 duplicates
✗ Images: 1, uncropped
AFTER
✓ 14/14 attributes complete
✓ Category: Apparel > Shirts > Formal
✓ GTIN: 890XXXXXXXXXX
✓ HSN: 6109 (verified)
✓ Variants: linked, 4 sizes
✓ Images: 6, marketplace-cropped

Behind every structured record are our proprietary engines — SIFT & SPINE — bringing structure and intelligence to your product data. Together, they extract, enrich, classify, validate, and connect the information that matters, turning fragmented product inputs into complete, verified catalog records.

Your team spends less time chasing product details and more time managing the catalog itself.

CAPABILITIES

One engine. Every catalog operation.

Prodarchy replaces the spreadsheet with a data model — extract, validate, map and publish from one place, so the same product is never rebuilt twice.

01 · Extract

Structure from a single image

Vision and text models pull brand, category signal and specs. No template, no spreadsheet.

extraction · navy-tee-front.jpg
BrandYour Brand
Category signalApparel · Tees
ColourNavy Blue
Fabric100% Cotton
FitRegular
SleeveHalf Sleeve
14/14 attributes
02 · Map

Mapped to each marketplace

Categories resolved against every channel's live category tree.

Navy Tee
Amazon
Flipkart
Myntra
03 · Validate

7 checks before anything ships

Nothing publishes until it passes.

7/7passed
  • Required attributes
  • GTIN
  • HSN code
  • Taxonomy
  • Variants
  • Image rules
  • Title limits
04 · Link

Variants that parent correctly

Sizes and colours grouped under one parent — no duplicate SKUs, no split reviews.

ParentTEE-NVY0 duplicates
S
M
L
XL
XXL
05 · Optimize

Search-ready copy

Titles and bullets written for discovery, inside each channel's limits.

Men's 100% Cotton Round Neck Half Sleeve T-Shirt | Regular Fit, Navy Blue
Title
Bullets
Description
06 · Publish

Excel-ready, sync-ready

Cleared listings export or sync out as clean catalog data.

SKUCategoryHSNAttrs
TEE-NVY-SApparel610914/14
TEE-NVY-MApparel610914/14
TEE-NVY-LApparel610914/14
TEE-NVY-XLApparel610914/14
Coverage

One record, every channel

Build it right once — then fan out.

One record
Amazon Flipkart Myntra Meesho Shopify
5 channels · 1 structured record
Less reworkFewer manual corrections per product
Fewer correction cyclesLess repeated maintenance
Fewer catalog failuresFewer suppressed & rejected listings
More selling opportunityMore products reaching live
WHO IT'S FOR

Built for the people who run the catalog.

From a first marketplace listing to a team managing thousands of SKUs — pick the setup that matches how you sell.

MARKETPLACE SELLERS

Sell on Amazon, Flipkart & Meesho

One image per product. No spreadsheet rebuilds for every channel.

1 upload→Amazon ✓Flipkart ✓Meesho ✓
  • 100 SKUs · 200 AI credits
  • Up to 2 marketplace configurations
  • Credits never expire
Recommended plan
Beginner
See plan
MOST POPULAR
D2C BRANDS

Brands selling on a couple of channels

Keep your store and marketplaces on the same structured product record.

Your store⇄Amazon ✓Flipkart ✓
  • 250 SKUs · 500 AI credits
  • Up to 2 marketplace configurations
  • Non-expiring credits
Recommended plan
D2C
See plan
CATALOG & E-COM TEAMS

Teams running multiple marketplaces

Shared workspace, automated sync and priority support as the catalog scales.

ARS+710 seats
  • 2,000 SKUs · 2,500 AI credits/mo
  • Unlimited marketplaces
  • Automated sync · optional API
Recommended plan
Pro
See plan
Updating soon
AGENCIES

Many clients, one workspace

Manage catalogs for every client without a spreadsheet per account.

Client A128 SKUsClient B412 SKUs
  • 5,000 SKUs · 6,000 AI credits/mo
  • 10 seats
  • Premium AI · API access
Recommended plan
Agency
See plan
THE PAYOFF

Structure Compounds. Revenue Grows.

Every product you structure becomes part of a reusable catalog foundation. As your catalog grows, that structure reduces the repeated effort of preparing, correcting, and maintaining product information across the channels you sell on.

catalog health · illustrative data
95%complete
100SKUs
94marketplace-ready
6to review
SKUCategoryAttrsStatus
TEE-NVY-SApparel › Tees14/14Ready
TEE-NVY-MApparel › Tees14/14Ready
KRT-RED-LEthnic › Kurtas14/14Ready
JNS-BLK-32Denim › Jeans12/14Review
SHO-WHT-9Footwear › Sneakers14/14Ready
92%
Near-zero-touch accuracy
Every product screened across 7 compliance layers before publish.
3×
Manual
Prodarchy
Faster to publish
Titles, attributes, and descriptions generated in one pass.
95%
Catalog completeness
Fields filled from image and text extraction automatically.
80%
caughtslip through
Rejections caught pre-publish
Dominant suppression triggers, checked before they cost you.
Founder at a marketplace seller's desk with the Prodarchy dashboard open

We built Prodarchy because we sold on marketplaces ourselves — suppressed listings, rejected feeds, hours lost reformatting the same data for every channel.

Every decision in this product comes from that experience. “Structure Before Scale” isn't a tagline — it's the only way we found to grow without the catalog becoming the bottleneck.

— Founder, ProdarchyFormer Marketplace Operator, 8+ years in catalog ops
KNOWLEDGE BASE

Frequently
asked questions

Prodarchy is a centralized catalog management platform for multi-channel sellers. It helps you create a single source of truth for your products and sync them across e-commerce marketplaces like Flipkart, Amazon, and your own D2C store. Our goal is to provide an AI native platform to ensure sellers get their product catalog Structure Before Scale — fix the catalog foundation before the business grows faster than the structure can hold.

No. Generic AI listing tools generate copy from a title or a few inputs. Prodarchy first creates a structured product record, then uses AI to enrich, adapt, and publish that record. The difference is control: the output is based on your real catalog structure, not a prompt that can drift into generic or inconsistent listings.

Yes. Prodarchy's Guest preview lets you explore the catalog engine with no signup at all. The perpetual Free tier gives you up to 15 AI credits per month and full access to the structured product form, taxonomy, and export — no trial window, no expiry. Upgrade only when you need more.

Our paid plans include everything in the free plan, plus additional benefits like unlimited SKUs, priority support, advanced analytics, and integrations with additional channels. You can choose the plan that best fits your needs and upgrade or downgrade anytime.Starter (₹499/mo) unlocks unlimited product records, 100 AI credits, and Amazon flat-file export. Growth (₹1,499/mo) adds live Flipkart sync, approval workflows, and advanced compliance checks. Pro (₹3,999/mo) includes SP-API live sync with Amazon, multi-user access with role-based permissions, and Tenant Catalog DNA — Sift learns from your own catalog to generate on-brand descriptions.

The category tree allows you to map marketplace categories to your own internal taxonomy. You can reuse your category mappings across channels, ensuring consistency in how your products are classified. This eliminates the need to maintain separate category structures for each marketplace.

The Spine engine is Prodarchy's proprietary machine learning system that automatically extracts and standardizes product attributes from marketplace listings. It understands context and relationships between attributes, ensuring data consistency even when suppliers use different terms for the same attribute.

Yes, you can cancel your subscription at any time without any penalties. You'll have access to all features until the end of your billing period. We'll send you a reminder before your next billing cycle so you're never charged unexpectedly. You can always make 10 Products on Free plan monthly.

For more questions — filter by topic or search to reveal

Still have questions?

Our support team is happy to help you with any other questions you might have.

Contact Support
FOUNDING SELLERS PROGRAM · 50 SPOTS

Stop rebuilding the same listing five times.

Founding sellers get early access, direct input into the roadmap, and pricing locked before public launch.

Early accessLocked launch pricingDirect roadmap input