Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 15
Finance/Billing & Revenue Analytics·Subscription billing operations, MRR analytics and revenue dashboards.
- Products
- 328
- +5 this week
- With traffic
- 86
- 28 over 10K/mo
- Total monthly visits
- 6.8M
- Top 3 account for 66%
Key Findings
- +1.2%
MoM traffic change for Billing & Revenue Analytics
Browse by use case → - 80%
of revenue-verified products have under 10K monthly visits
View products → - 97%
of sites get most traffic from Direct
62 sites with channel data · View products →
Market Structure
Low Traffic sites form the largest tier (74%); domains registered within the past year make up 46%.
Site Tiers
327 websites · Hover for rules
Monthly Visits
86 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 152
Acquisition & Regions
Channels and regions rest on 62 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (61%).
Primary Channels
62 websites · Oct 2026 · ≥1,000 monthly visits · by leading channel
- Organic Search00%
- Direct6097%
- Referrals23%
- Social Media00%
- Paid Ads00%
- AI Assistants00%
Top Countries & Regions
59 websites · Oct 2026 · by top region
Positioning & Form
Most commonly targets Small Businesses (27% of classified benchmark products); Web App is the most common delivery form (91%).
Target Audience
327 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:CLI Tool4
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
256 analyzed websites · Hover for rules
38%offer AI capabilities · 97 products
Revenue
Most common verified MRR band is Under $100 (53%); 5 products earn $10K+ MRR; median MRR per 1K monthly visits is $1,613.
Sub-use Cases
Most common sub-use case is Subscription Analytics with 91 products (28%).
Popular Sub-use Cases
328 classified products · multi-select
Launches & Pricing
200 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $31.32/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
311 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 222 | <5K | 8% | 2 |
| TrustMRR | 25 | <5K | 0% | 8 |
| Show HN | 20 | 18.3K | 15% | 2 |
| BetaList | 19 | 18.8K | 16% | 0 |
| Uneed | 11 | <5K | 0% | 0 |
| IndiePage | 3 | — | 0% | 0 |
| Fazier | 2 | — | 0% | 0 |
| LaunchIgniter | 2 | — | 0% | 0 |
| Microlaunch | 2 | — | 0% | 0 |
| App Store | 1 | — | 0% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Subscription | 97 | 12% | $31.32 |
| Freemium | 80 | 0% | $29 |
| Free | 29 | 0% | — |
| Usage-based | 17 | 0% | — |
| One-time | 13 | 8% | $19.99 |
| Contact Sales | 7 | 0% | — |
Monthly Entry Price
156 products, excluding <$5
Notable Products
High-growth sites
With a launch record
Verified revenue
- Lemon Squeezy ManagerApp to track your Lemon Squeezy account, and get notified for new sales$272.28<5K/mo
- Grow or dieSee your revenue. Understand your AI costs.$113.4<5K/mo
- RecouplyYour Stripe recovery flow is probably leaking revenue.$79<5K/mo
- Stripe ReportYour Stripe revenue, delivered every morning.$69.93<5K/mo
- RebounceStop bleeding revenue to failed payments.$56.5<5K/mo
- ChartsyRevenue analytics for SaaS founders$31.17<5K/mo
Newly registered
Domain < 3 months · with a launch record
- MRR Planetsee where your revenue lives<5K/mo
- ScanlyDetect Revenue Leakage Before It Costs You Millions<5K/mo
- Best SAAS MetricsSaaS CAC payback period & unit economics calculator<5K/mo
- KeepRevStart protecting your real revenue.<5K/mo
- Cha-Ching HubKeep building. Let every Cha-Ching! light up.<5K/mo
- revnutermAll your SaaS revenue in one view.<5K/mo
Low traffic, earning
< 10K monthly visits
- FheriCommission management reimagined.$5<5K/mo
- Pricing IOYour pricing is leaving money on the table. We fix it.$4.5M/yrClaimed<5K/mo
- MonevateDistinctive Pricing Strategies for AI and Technology Companies$60KClaimed<5K/mo
- SaascastRevenue and growth forecasting for SaaS businesses$28Claimed<5K/mo
- CashbarStripe balance in your macOS menu bar$18Claimed<5K/mo
- IndieMetricsIndieMetrics Has Shut Down$0<5K/mo