Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
Data & Analytics/BI & Dashboards·Business intelligence, KPI dashboards and reporting.
- Products
- 1,982
- +20 this week
- With traffic
- 524
- 124 over 10K/mo
- Total monthly visits
- 21M
- Top 3 account for 25%
Key Findings
- -9.2%
MoM traffic change for BI & Dashboards
Browse by use case → - 5
sites doubled traffic two months in a row
View products → - 51%
of revenue-verified products have under 10K monthly visits
View products → - 56%
of sites get most traffic from Organic Search
375 sites with channel data · View products →
Market Structure
Active sites form the largest tier (51%); domains registered within the past year make up 21%.
Site Tiers
870 websites · Hover for rules
Monthly Visits
524 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 185
Acquisition & Regions
Channels and regions rest on 375 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (36%).
Primary Channels
375 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search21056%
- Direct16444%
- Referrals00%
- Social Media1<1%
- Paid Ads00%
- AI Assistants00%
Top Countries & Regions
209 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Professionals (40% of classified benchmark products); Web App is the most common delivery form (94%).
Target Audience
870 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:CLI Tool14SDK8
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
654 analyzed websites · Hover for rules
67%offer AI capabilities · 435 products
Revenue
Most common verified MRR band is $100–1K (28%); 9 products earn $10K+ MRR; median MRR per 1K monthly visits is $362.91.
Revenue Distribution
43 verified revenue · 16 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $362.91
Sub-use Cases
Most common sub-use case is Data Exploration with 367 products (19%).
Popular Sub-use Cases
1,982 classified products · multi-select
Launches & Pricing
724 products launched in the last 12 months, led by Product Hunt; Freemium is the most common pricing model with $19.99/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
810 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 651 | 16.3K | 12% | 11 |
| Show HN | 63 | 11.9K | 11% | 4 |
| BetaList | 52 | 21.4K | 15% | 1 |
| TrustMRR | 16 | 9.7K | 13% | 11 |
| Uneed | 5 | — | 20% | 0 |
| DevHunt | 4 | — | 0% | 0 |
| Fazier | 4 | — | 50% | 1 |
| Findly.tools | 4 | — | 0% | 1 |
| IndiePage | 3 | — | 0% | 0 |
| 阮一峰周刊投稿 | 3 | — | 67% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Freemium | 189 | 6% | $19.99 |
| Subscription | 178 | 11% | $29 |
| Free | 102 | 3% | — |
| Contact Sales | 45 | 0% | — |
| Usage-based | 21 | 5% | $36.74 |
| One-time | 15 | 0% | $20 |
Monthly Entry Price
327 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- RankReelTurn a spreadsheet into a bar chart race32.7K/mo
- InfiniSynapseAI Data Agent for Verifiable Enterprise Data Analysis11.9K/mo
- DEX AINo. 01 / McmlxxviDEX · An EditorialVol. I — On Data & Curiosity5.7K/mo
- AnalytifyAI-Powered Analytics Platform5.7K/mo
- ElldyExplore the Length and Layers of Data to Yield Insights5.6K/mo
- Synexis Core™Invest in Your Business Intelligence5.4K/mo
Verified revenue
- DYNALIS StudioVotre croissance n'est plus une hypothèse$17.1K<5K/mo
- Data BlooThe AI reporting platform for your marketing data$6,12251.9K/mo
- LaDataVizAn independent studio for data visualization.$3,83110.6K/mo
- RepVisionAgentic sales and revenue operations.$249<5K/mo
- analytraTalk to your KPIs.$223.45<5K/mo
- GitmoreGit Reporting Tool Human or AI, Every Commit$137.98<5K/mo
Newly registered
Domain < 3 months · with a launch record
- Billion BallotsElection analysis for India, that is Bharat, the only country with a billion voters.<5K/mo
- Sunsettsunsett helps you connect multiple platforms and projects for actionable insights and business performance across the board. inside sunsett, your data works for you, with powerful marketing analytics, data visualizations, and team collaboration tools to save you time, resources and grow your business.<5K/mo
- Chrono APIBuild reliable scheduled tasks with ChronoAPI. Modern scheduling API with cron expressions, retry logic, and real-time monitoring.<5K/mo
- ArgumontCatch the costly mistake before you commit.<5K/mo
- CakraFrom drive-test data to a clearer RF decision.<5K/mo
- ChartSaysTurn data into clear conclusions.<5K/mo
Low traffic, earning
< 10K monthly visits
- HembaOne screen to run your entire business. Connect Shopify, Stripe, Xero, and more.$80.26<5K/mo
- AEChartsCreate business charts for PowerPointand Slides$62.88K/mo
- OneMetricKnow what is driving growthand what to do next.$8.99<5K/mo
- PanintelligenceWe turn complex data into confident decisions$3.8M/yrClaimed<5K/mo
- HelloQueryWhy We Shut Down A Product Making $250K/Year To Start Over!$250K/yrClaimed<5K/mo
- Health CompilerHealthcare Data.Drive Outcomes.$10KClaimed<5K/mo