Market

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

Software Development/Hosting, Deployment & DevOps·Hosting, CI/CD, infrastructure as code, cloud cost and server management.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 3,392; +15 this week
With traffic: 1,556; 774 over 10K/mo
Verified revenue: 119; View products →
High-growth sites: 40; View products →
Total monthly visits: 386.1M; Top 3 account for 42%

Key Findings

+0.1%
MoM traffic change for Hosting, Deployment & DevOps
Browse by use case →
10
sites doubled traffic two months in a row
View products →
32%
of revenue-verified products have under 10K monthly visits
View products →
50%
of sites get most traffic from Organic Search
1,273 sites with channel data · View products →

Market Structure

Active sites form the largest tier (64%); domains registered within the past year make up 16%.

Site Tiers

1,600 websites · Hover for rules

Monthly Visits

1,556 websites

Recent Growth

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

Domain Age

<1 year: 260

Acquisition & Regions

Channels and regions rest on 1,273 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (20%).

Primary Channels

1,273 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel

Top Countries & Regions

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

Positioning & Form

Most commonly targets Developers & Engineering Teams (43% of classified benchmark products); Web App is the most common delivery form (88%).

Target Audience

1,600 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:SDK26 VS Code Extension7 JetBrains Plugin1

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

1,368 analyzed websites · Hover for rules

33%offer AI capabilities · 453 products

Revenue

Most common verified MRR band is Under $100 (26%); 26 products earn $10K+ MRR; median MRR per 1K monthly visits is $60.44.

Revenue Distribution

119 verified revenue · 44 without traffic data

Verified MRR by monthly visits
MRR	No Traffic	Under 10K	10K–100K	100K+	Total
Under $100	14	13	4	0	3126%
$100–1K	10	13	4	4	3126%
$1K–10K	11	8	8	4	3126%
$10K–50K	3	2	3	1	98%
$50K+	6	2	6	3	1714%

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $60.44

Sub-use Cases

Most common sub-use case is Deployment Automation with 458 products (14%).

Popular Sub-use Cases

3,392 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

1,275 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $9.99/mo median entry price.

Launch Timeline

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

Launch Channels

1,014 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	668	185.2K	36%	23
Show HN	193	190K	33%	20
BetaList	49	143.5K	37%	9
TrustMRR	39	23.3K	21%	31
V2EX	17	498.6K	47%	0
DevHunt	13	113.7K	54%	2
Uneed	13	26.6K	23%	0
Fazier	8	—	25%	0
IndiePage	6	—	17%	3
Findly.tools	3	—	33%	0