Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
Commerce & Retail/Store Operations & Growth·Catalog, pricing, merchandising and conversion tools for online stores.
- Products
- 1,516
- +25 this week
- With traffic
- 428
- 152 over 10K/mo
- Total monthly visits
- 124.2M
- Top 3 account for 87%
Key Findings
- +3.6%
MoM traffic change for Store Operations & Growth
Browse by use case → - 7
sites doubled traffic two months in a row (2% of measured sites)
View products → - 36%
of revenue-verified products have under 10K monthly visits
View products → - 60%
of sites get most traffic from Organic Search
336 sites with channel data · View products →
Market Structure
Active sites form the largest tier (51%); domains registered within the past year make up 26%.
Site Tiers
677 websites · Hover for rules
Monthly Visits
428 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 179
Acquisition & Regions
Channels and regions rest on 336 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (29%).
Primary Channels
336 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search20160%
- Direct13340%
- Referrals1<1%
- Social Media00%
- Paid Ads00%
- AI Assistants00%
- Email1<1%
Top Countries & Regions
195 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Small Businesses (54% of classified benchmark products); Web App is the most common delivery form (81%).
Target Audience
677 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:MCP Server25SDK10
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
570 analyzed websites · Hover for rules
62%offer AI capabilities · 352 products
Revenue
Most common verified MRR band is $50K+ (30%); 27 products earn $10K+ MRR; median MRR per 1K monthly visits is $985.3.
Revenue Distribution
61 verified revenue · 33 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $985.3
Sub-use Cases
Most common sub-use case is Product Data Management with 158 products (10%).
Popular Sub-use Cases
1,516 classified products · multi-select
Launches & Pricing
652 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $29.99/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
561 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 459 | 29.8K | 18% | 6 |
| BetaList | 25 | 119.7K | 32% | 0 |
| Show HN | 19 | <5K | 5% | 1 |
| TrustMRR | 18 | 13.5K | 11% | 13 |
| Uneed | 17 | 6.8K | 6% | 0 |
| Fazier | 6 | — | 17% | 1 |
| IndiePage | 5 | — | 0% | 3 |
| DevHunt | 4 | — | 25% | 0 |
| Findly.tools | 4 | — | 0% | 0 |
| 阮一峰周刊投稿 | 2 | — | 0% | 1 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Subscription | 195 | 16% | $29.99 |
| Freemium | 171 | 4% | $19 |
| Free | 48 | 10% | — |
| Contact Sales | 42 | 2% | — |
| Usage-based | 32 | 13% | $18.1 |
| One-time | 16 | 0% | $74 |
Monthly Entry Price
323 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- PodifaiShopify Product Customizer with Live Preview18.4K/mo
- DTC SkillsShip more on-brand content this week than you did all last quarter.17.6K/mo
- PhotoshipCreate Product Catalogues from Excel, Photos, or PDFs14.1K/mo
- WhereIsMyOrderFree courier tracking across India7.3K/mo
- POTALInstant duty & tax API for global sellers6.6K/mo
- LabelChopYour shipping labels print themselves6.1K/mo
Verified revenue
- Search+AI-powered ecommerce site search & personalization for Shopify$7,500No traffic data
- Ecom EfficiencyThe only subscription you'll ever need$4,98622.2K/mo
- tinyscaleThe Agentic Commerce Workflow$4,518<5K/mo
- CatalisterGet Your First Sale 10x Faster$4,274<5K/mo
- KaatalogDes fiches produits optimisées en untemps record$383.09No traffic data
- AffinsyBought once and gone? Bring them back.$317.59<5K/mo
Newly registered
Domain < 3 months · with a launch record
- AI Store ShopperDoes AI recommend your store?<5K/mo
- CatalogDiffCompare product catalogs. Understand what changed. Know what to fix before import.<5K/mo
- CataLordThe product manager WooCommerce deserves<5K/mo
- ChekvoYour checkout is leaking sales. Chekvo plugs it.<5K/mo
- Valobite businessseller business profile and e commerce management applicatio<5K/mo
- CALYRISIATu negocio no necesita otro chatbot. Necesita inteligencia que trabaje.<5K/mo
Low traffic, earning
< 10K monthly visits
- Ship RestrictWooCommerce & Shopify Shipping Restrictions & Compliance$229.956.1K/mo
- PricePushEarn more from international users without spending on ads$82<5K/mo
- MockupBeeGenerate Etsy and Shopify product images in bulk with your own PSD mockups or the MockupBee library, directly in the browser.$27<5K/mo
- AI FurnitureAI furniture visualizer for furniture retailers$1.98<5K/mo
- ClearForMeOn Building A SaaS That Provides Ingredient Transparency For The Beauty Industry [1400+ Brands]$325KClaimed<5K/mo
- TetraThe Shopify agency for unified commerce$200KClaimed<5K/mo