ProdLab

Shopify bulk editor app by RHM OÜ·3-in-1 automated product categorization, colour matching and description generation.

Snapshot

#208of 403 inBulk editor

ProdLab is newly listed on the Shopify App Store. Ongoing.AI is observing daily category rank, search-keyword position, install footprint, and listing changes from launch — first tracked Jun 18, 2026. The trajectory is being captured before the first reviews accumulate.

CategoriesBulk editorProduct content

Pricing

From $19/mo

freemium

Built for Shopify

No

Years live

0

launched Jun 11, 2026

Last updated

Jun 17, 2026

Shopify listing

Recent activity

Review trajectory.

Daily review count and rating drift. The blue line is cumulative review count; the dashed amber overlay is the rating on the right axis. Boring is good — sudden swings stand out against an otherwise stable curve.

New reviews

7-day Δ

—

28-day Δ

—

Rating change

7-day Δ

+0.00

28-day Δ

+0.00

Catalog position

Where ProdLab sits in the App Store.

Rank and percentile inside the Bulk editor category — the competitive shape of the niche around this app.

Rank in Bulk editor

#208

of 403 active apps

Review count percentile

0th

vs category siblings

Rating percentile

0th

vs category siblings

Years on App Store

0

since 2026

Listing change cadence

What ProdLab has changed lately.

Every pricing tweak, tagline refresh, and Shopify-side listing ping. Captured from Ongoing.AI’s per-scrape diff log — the cadence and the content of changes, in one strip.

Listing changes · last 21 daysshopify_lastmod: set to 2026-06-17name: set to ProdLabtagline: set to 3-in-1 automated product categor…description: set to ProdLab automatically manages yo…icon_url: set to https://cdn.shopify.com/app-stor…pricing_model: set to freemiumpricing_tiers: set to Free (+3 more)primary_price_value: set to 19categories: set to Bulk editor (+1 more)launched_at: set to Jun 11, 2026works_with: set to Shopify Flow Shopify Adminhandle: rhm-prodlab → prodlabcategories: Bulk editor (+1 more) → Bulk editor (+1 more)May 29, 26Jun 8, 26Jun 19, 26

Categories · Jun 19

Bulk editor (+1 more) → Bulk editor (+1 more)

Handle · Jun 19

rhm-prodlab → prodlab

Works With · Jun 18

set to Shopify Flow Shopify Admin

PricingIdentity & listingCadence

Plans

ProdLab pricing tiers.

Free

Free

  • 30 jobs/month
  • Hard stop at 30 jobs
  • No free retries
  • Product Categorization
  • Color Matching
  • Product Descriptions

Starter

$19.90/month

  • 300 jobs/month
  • Overage at $0.07 per job
  • Free retries within 2 hours
  • Product Categorization
  • Color Matching
  • Product Descriptions

Growth

$49.90/month

  • 2,000 jobs/month
  • Overage at $0.03 per job
  • Free retries within 12 hours
  • Product Categorization
  • Color Matching
  • Product Descriptions

Scale

$89.90/month

  • 5,000 jobs/month
  • Overage at $0.02 per job
  • Free retries within 24 hours
  • Product Categorization
  • Color Matching
  • Product Descriptions

Capabilities

What ProdLab can do.

The 12 capabilities ProdLab lists across each of its 2 categories, in Shopify’s own taxonomy. Pulled directly from the App Store listing.

Bulk editor

Editable resources

3
  • Products
  • Descriptions
  • Metafields

Actions

3
  • AI assistance
  • Search and filter
  • Bulk edit

Product content

Content types

2
  • Descriptions
  • Structured data

Content creation

3
  • AI generation
  • Tone and style
  • Auto-updates

SEO

1
  • Auto-optimization

FAQ

ProdLab — frequently asked questions.

What is ProdLab on Shopify?
ProdLab is a Shopify app in the Bulk editor category. ProdLab automatically manages your product data in Shopify. It categorizes products, detects and assigns colors based on product images, and generates descriptions in your brand's tone. The result: accurate store filters, correct Google Shopping categories, and product pages ready for customers the moment they go live. Configure your settings once, sync your catalog, and every new product import is handled from then on. No manual tagging or data entry. Scales as your product catalog grows.
How do I add ProdLab on Shopify?
Open the ProdLab listing in the Shopify App Store at apps.shopify.com/prodlab, choose "Add app," and complete the Shopify install flow. After installation, you can configure ProdLab from your Shopify admin under Apps.
How much does ProdLab cost?
ProdLab offers a free plan and 3 paid plans starting at $19/month and going up to $89.9/month. The free plan includes 30 jobs/month, Hard stop at 30 jobs, No free retries, and Product Categorization. The paid plans unlock advanced features beyond what's available on the free tier.
Is ProdLab free?
Yes — ProdLab offers a free plan alongside paid options. The free plan includes 30 jobs/month, Hard stop at 30 jobs, and No free retries. Paid plans start at $19/month for advanced features.
When was ProdLab launched?
ProdLab launched on June 11, 2026.
Is ProdLab Built for Shopify?
ProdLab does not currently carry Shopify's Built for Shopify badge. The badge is awarded to apps that meet Shopify's published standards for performance, ease of use, and merchant value — many high-quality apps operate without it.
What are the best ProdLab alternatives?
Merchants commonly compare ProdLab with Matrixify, Hextom, Ablestar Bulk Product Editor, and Webrex:AI SEO Optimizer Schema. Each alternative covers a similar use case but differs on pricing model, integration depth, and the specific themes merchants praise in reviews — see the alternatives section above for a side-by-side.

Alternatives

Apps merchants pick instead.

ITissible

Matrixify

4.90★1,273

Hextom

Hextom: Bulk Product Edit

4.90★1,064

Ablestar

Ablestar Bulk Product Editor

4.90★812

Known for: ease-of-use

Webrex Studio

Webrex:AI SEO Optimizer Schema

4.80★564

Known for: customer-support

Browse more inAll Bulk editor apps All Product content apps

Methodology

Where the numbers come from.

Ratings, review counts, pricing tiers, “Built for Shopify”, launch date, and category memberships come from the live Shopify App Store listing — refreshed daily by Ongoing.AI’s crawler. The review-count trajectory is the diff between today’s snapshot and snapshots from 7 and 28 days ago. Topic counts and sentiment come from the review corpus, topic-tagged with Claude. Install footprint is observed via Ongoing.AI’s tech-detection pass against actively-tracked Shopify storefronts. Catalog position is computed at snapshot time against every active app sharing the primary category. Snapshot generated .

Find every brand running ProdLab.

Ongoing.AI tracks every Shopify brand’s app stack daily. Pull the full install list, filter by vertical or geography, and catch the moment merchants install — or churn off.

Request access Get alerts on ProdLab

Prefer the source? View ProdLab on the Shopify App Store ↗