Market

Live product catalog & traffic/revenue benchmarks · Updated Nov 14

AI Models & Agents/Training Data & Labeling·Data labeling, synthetic data and datasets for training or evaluating models.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 292; +5 this week
With traffic: 120; 41 over 10K/mo
Verified revenue: 6; View products →
High-growth sites: 5; View products →
Total monthly visits: 23.8M; Top 3 account for 64%

Key Findings

+0.5%
MoM traffic change for Training Data & Labeling
Browse by use case →
83%
of revenue-verified products have under 10K monthly visits
View products →
52%
of sites get most traffic from Organic Search
84 sites with channel data · View products →

Market Structure

Active sites form the largest tier (57%); domains registered within the past year make up 23%.

Site Tiers

157 websites · Hover for rules

Monthly Visits

120 websites

Recent Growth

Grew every recent month · banded by the slowest month · from ≥100 visits

10×+ MoM00%
5–10× MoM00%
3–5× MoM00%
2–3× MoM1<1%
+50–100% MoM33%
+20–50% MoM22%
Up to +20% MoM54%

Domain Age

<1 year: 36

Acquisition & Regions

Channels and regions rest on 84 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (33%).

Primary Channels

84 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel

Organic Search4452%
Direct4048%
Referrals00%
Social Media00%
Paid Ads00%
AI Assistants00%

Top Countries & Regions

54 websites · Latest channel month per site · by top region

Positioning & Form

Most commonly targets Developers & Engineering Teams (39% of classified benchmark products); Web App is the most common delivery form (85%).

Target Audience

157 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:JetBrains Plugin1 VS Code Extension1

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

137 analyzed websites · Hover for rules

57%offer AI capabilities · 78 products

Revenue

Most common verified MRR band is $100–1K (33%); 1 products earn $10K+ MRR; median MRR per 1K monthly visits is $300.42.

Revenue Distribution

6 verified revenue · 1 without traffic data

Verified MRR by monthly visits
MRR	No Traffic	Under 10K	Total
Under $100	0	1	117%
$100–1K	1	1	233%
$1K–10K	0	2	233%
$10K–50K	0	1	117%
$50K+	0	0	0

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $300.42

Sub-use Cases

Most common sub-use case is Data Annotation with 101 products (35%).

Popular Sub-use Cases

292 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

110 products launched in the last 12 months, led by Product Hunt; Contact Sales is the most common pricing model.

Launch Timeline

All launches in the last 12 months · pale bar is this month so far

Launch Channels

139 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	114	34.7K	17%	4
Show HN	13	36K	15%	0
TrustMRR	4	—	25%	2
DevHunt	2	—	50%	0
IndiePage	2	—	0%	0
App Store	1	—	100%	0
BetaList	1	—	0%	0
Fazier	1	—	0%	0
Microlaunch	1	—	100%	0