Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
Data & Analytics/User Research & Testing·User interviews, usability testing, panels and insight repositories.
- Products
- 1,125
- +4 this week
- With traffic
- 352
- 160 over 10K/mo
- Total monthly visits
- 45.2M
- Top 3 account for 26%
Key Findings
- +20.2%
MoM traffic change for User Research & Testing
Browse by use case → - 1
sites doubled traffic two months in a row
View products → - 28%
of revenue-verified products have under 10K monthly visits
View products → - 56%
of sites get most traffic from Organic Search
273 sites with channel data · View products →
Market Structure
Active sites form the largest tier (48%); domains registered within the past year make up 19%.
Site Tiers
507 websites · Hover for rules
Monthly Visits
352 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 95
Acquisition & Regions
Channels and regions rest on 273 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (30%).
Primary Channels
273 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search15256%
- Direct11642%
- Referrals52%
- Social Media00%
- Paid Ads00%
- AI Assistants00%
Top Countries & Regions
168 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Professionals (45% of classified benchmark products); Web App is the most common delivery form (96%).
Target Audience
507 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
399 analyzed websites · Hover for rules
69%offer AI capabilities · 275 products
Revenue
Most common verified MRR band is $1K–10K (28%); 12 products earn $10K+ MRR; median MRR per 1K monthly visits is $196.92.
Revenue Distribution
32 verified revenue · 14 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $196.92
Sub-use Cases
Most common sub-use case is Feedback Analysis with 291 products (26%).
Popular Sub-use Cases
1,125 classified products · multi-select
Launches & Pricing
359 products launched in the last 12 months, led by Product Hunt; Freemium is the most common pricing model with $26.35/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
424 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 333 | 80.6K | 25% | 11 |
| BetaList | 36 | 39.8K | 22% | 3 |
| Show HN | 26 | 161.7K | 23% | 3 |
| TrustMRR | 9 | — | 0% | 4 |
| DevHunt | 5 | — | 60% | 0 |
| Uneed | 5 | — | 20% | 0 |
| Google Play | 4 | — | 100% | 0 |
| Findly.tools | 2 | — | 0% | 0 |
| IndiePage | 2 | — | 50% | 0 |
| Fazier | 1 | — | 0% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Freemium | 97 | 7% | $26.35 |
| Subscription | 88 | 7% | $49.5 |
| Free | 47 | 2% | — |
| Usage-based | 37 | 11% | $37 |
| Contact Sales | 33 | 12% | — |
| One-time | 11 | 0% | $25 |
Monthly Entry Price
182 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- KojiKnow what your customers want, and why. At scale.54.1K/mo
- BeyondCommentsUnderstand your YouTube comments.31.2K/mo
- IndieAppCircleShip better apps with real feedback17.8K/mo
- EchovaneLearn how Echovane handles data privacy, security, and compliance for its AI-driven market research services.8.3K/mo
- TestfeedCustomer Feedback On-Demand.6.3K/mo
- QualitatiResearch that fits your budget.5.4K/mo
Verified revenue
- ValidateThatSee how people group your content, where they get lost, and what to change.$4946.5K/mo
- SondeoYou know what you sell. You don't really know who to.$160.61No traffic data
- TestSynthiaTest in the simulation Sell in the real world$79No traffic data
- MapsterIn-Product Survey Tool for SaaS & Product Teams$35.17<5K/mo
- UserTestingWhen AI can build anything, knowing what to build is everything.$147.4M/yrClaimed3.6M/mo
- SuzyDecisions are the new deliverable$82M/yrClaimedNo traffic data
Newly registered
Domain < 3 months · with a launch record
- BlinkTest5s landing page game — strangers try to kill your startup<5K/mo
- AskYourMarketCreate a simulated group of people who match your target audience, ask them your questions and read the results in minutes — for students<5K/mo
- CritswapFind out what other makers really think of your landing page. Free: you tell one of them what you think of theirs first.<5K/mo
- TestCircleGet real users to test your app.<5K/mo
- GhostlaunchGhostlaunch tests your idea on clicks, not compliments.<5K/mo
- AppRevusHonest feedback on your app, from people who build apps too.<5K/mo
Low traffic, earning
< 10K monthly visits
- DocDeltaIn times where AI has commoditize secondary data, competitive edge comes from primary insights.$60KClaimed<5K/mo
- ChirpYour all-in-one consumer research platform$10KClaimed<5K/mo
- Caravel AppCaravelApp.com Has Moved!$6,700Claimed<5K/mo
- Piperpiper provides you with your own research assistant for a flat monthly fee. request surveys, design feedback and more.$5,000Claimed<5K/mo
- AfriSurveyCréez, diffusez et analysez des sondages adaptés aux réalités africaines avec AfriSurvey.$100Claimed<5K/mo
- UserinterviewexchangeAll user interview requests$100Claimed<5K/mo