Fragrance Library vs ProdLab
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Fragrance Library, Oct 23, 2026 for ProdLab.
The short answer
- On the Shopify App Store: Fragrance Library 1.0 from 2 reviews and ProdLab 5.0 from 1 reviews.
- Only ProdLab lists a free plan. Paid plans start at $110/month for Fragrance Library and $19.90/month for ProdLab.
- ProdLab lists 11 features Fragrance Library’s listing doesn’t mention, including AI assistance, AI generation, Auto-optimization.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic
- · - 100,000 product views per month
- · - 14-day free trial
- · - 4-month commitment period
- · - Catalogs up to 100 references*
- · - More than 20 attributes
Standard
- · - 4-month commitment period
- · - 650,000 product views per month
- · - Catalogs with more than 100 references
- · - More than 20 attributes
Advanced
- · - 1,500,000 product views per month
- · - 4-month commitment period
- · - Catalogs with more than 100 references
- · - More than 20 attributes
Free
- · 30 jobs/month
- · Color Matching
- · Hard stop at 30 jobs
- · No free retries
- · Product Categorization
- · Product Descriptions
Starter
- · 300 jobs/month
- · Color Matching
- · Free retries within 2 hours
- · Overage at $0.07 per job
- · Product Categorization
- · Product Descriptions
Growth
- · 2,000 jobs/month
- · Color Matching
- · Free retries within 12 hours
- · Overage at $0.03 per job
- · Product Categorization
- · Product Descriptions
Scale
- · 5,000 jobs/month
- · Color Matching
- · Free retries within 24 hours
- · Overage at $0.02 per job
- · Product Categorization
- · Product Descriptions
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureStreamline your product management with our all-in-one solution. Sync and update your catalog in real-time while visualizing over 25,000 fragrances, categorized by composition, ingredients, and olfactory families. Integrate rich fragrance data directly into your eCommerce catalog, helping customers experience each scent through vivid ingredient imagery.
ProdLab automatically manages your product data in Shopify. It categorizes products in bulk, detects colors from product images and assigns them as metafields, and generates product descriptions in your brand's tone. The result: accurate store filters, correct Google Shopping categories, and product pages ready for customers.
- Improve sales with product images and detailed fragrance information.
- Help your customers quickly find the perfect perfume.
- Collect and organize data to visually enhance your product catalog.
- Product Categorization: assigns a category from the Shopify product taxonomy
- Color Matching: detects colors and maps them to products and store filters
- Product Descriptions: generates descriptions in your configured tone and style
- Runs automatically in the background whenever you add or update a product
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Fragrance Library |  ProdLab |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Fragrance Library | ProdLab |
|---|---|---|
| App Store rating | 1.0 ★ | 5.0 ★(ahead) |
| App Store reviews | 2(ahead) | 1 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Fragrance Library | ProdLab |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $110/month | $19.90/month(ahead) |
| Longest free trial | 14 days | Not listed |
| Plans listed | 3 | 4 |
Listing
| Measure | Fragrance Library | ProdLab |
|---|---|---|
| Shopify category rank | Not enough data | #160 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 19, 2024 | Jun 11, 2026 |
| Languages | 1 | 1 |
| Developer | Scent XP | RHM OÜ |
FAQ
Fragrance Library and ProdLab: common questions
- Is Fragrance Library or ProdLab cheaper?
- Only ProdLab lists a free plan. Paid plans start at $110/month for Fragrance Library and $19.90/month for ProdLab. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Which has better reviews, Fragrance Library or ProdLab?
- On the Shopify App Store: Fragrance Library 1.0 from 2 reviews and ProdLab 5.0 from 1 reviews.
- What features does each app list that the other doesn’t?
- Fragrance Library lists 2 the others don’t mention, such as Images, Titles. ProdLab lists 11 the others don’t mention, such as AI assistance, AI generation, Auto-optimization, Auto-updates. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 13, 2026 for Fragrance Library, Oct 23, 2026 for ProdLab; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 13, 2026 for Fragrance Library, Oct 23, 2026 for ProdLab. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.