Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
Software Development/Monitoring & Observability·Uptime, logs, error tracking, APM, status pages and cron monitoring.
- Products
- 1,797
- +6 this week
- With traffic
- 560
- 137 over 10K/mo
- Total monthly visits
- 40.4M
- Top 3 account for 36%
Key Findings
- -14.4%
MoM traffic change for Monitoring & Observability
Browse by use case → - 4
sites doubled traffic two months in a row
View products → - 46%
of revenue-verified products have under 10K monthly visits
View products → - 51%
of sites get most traffic from Direct
413 sites with channel data · View products →
Market Structure
Active sites form the largest tier (80%); domains registered within the past year make up 25%.
Site Tiers
574 websites · Hover for rules
Monthly Visits
560 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 142
Acquisition & Regions
Channels and regions rest on 413 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (31%).
Primary Channels
413 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search20048%
- Direct21251%
- Referrals1<1%
- Social Media00%
- Paid Ads00%
- AI Assistants00%
Top Countries & Regions
201 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Developers & Engineering Teams (53% of classified benchmark products); Web App is the most common delivery form (90%).
Target Audience
574 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:SDK23VS Code Extension5JetBrains Plugin1
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
507 analyzed websites · Hover for rules
41%offer AI capabilities · 208 products
Revenue
Most common verified MRR band is Under $100 (33%); 13 products earn $10K+ MRR; median MRR per 1K monthly visits is $93.66.
Revenue Distribution
46 verified revenue · 14 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $93.66
Sub-use Cases
Most common sub-use case is Uptime Monitoring with 588 products (33%).
Popular Sub-use Cases
1,797 classified products · multi-select
Launches & Pricing
924 products launched in the last 12 months, led by Product Hunt; Freemium is the most common pricing model with $16.2/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
520 products with launch records
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Freemium | 232 | 8% | $16.2 |
| Free | 113 | 2% | — |
| Subscription | 98 | 12% | $19 |
| Usage-based | 26 | 12% | $10 |
| One-time | 10 | 10% | — |
| Contact Sales | 7 | 0% | — |
Monthly Entry Price
310 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- WebalertWebsite & Uptime Monitoring That Catches Silent Outages26K/mo
- exit1devUptime monitoring, 15 seconds at a time.25.4K/mo
- Will Codex ResetWill Codex reset?23.8K/mo
- PacketProbeYour speed test says you're fine. Your game says otherwise.21.9K/mo
- AI 哨兵Codex 额度重置提醒21.3K/mo
- RubixKubeFor people who keep systems running.16.5K/mo
Verified revenue
- TrackSSLSSL Certificate Expiry Monitoring$5,2026.7K/mo
- Analytics MatesMeet The Helm — your AI agent for Google Analytics 4$2,6485.1K/mo
- UptimeObserverUptime Monitoringthat catches problems before they cost you money$126.76<5K/mo
- CatchHookSee Exactly What Your Provider Sent$79<5K/mo
- KitDomain, DNS & SSL Monitoring Platform$79<5K/mo
- WP MultitoolThe WordPress performance toolkit$56.33<5K/mo
Newly registered
Domain < 3 months · with a launch record
Low traffic, earning
< 10K monthly visits
- LightspeedMonitor and optimize your page performance to increase conversions and rank higher on Google.$47.42<5K/mo
- StatusPage.meFrom first failed check to resolved incident.$39.71<5K/mo
- bugstackAn autonomous maintenance department for your software.$29<5K/mo
- FoundersDeckYour data. Your jurisdiction. Zero CLOUD Act.$18.17<5K/mo
- Api-monitorKnow when your APIs change before your users do$0.7<5K/mo
- Taskforce.shThe Professional Dashboardfor BullMQ$36.5K/30d<5K/mo