humanlayer.dev
DR 60by AhrefsMedium Opportunity · 66/100

About

Deploy fleets of AI coding agents with the world's best UX for managing and collaborating on agent workloads. Fully open source CLI and local desktop orchestration, or use cloud sync and remote agents to scale to your whole team and all your devices.

Categorycomputers_electronics_and_technology/graphics_multimedia_and_web_design
Top 266,852
Global Rank
Vietnam 21%
Top Market
-19%
Monthly Trend
49% Bounce
Engagement Signal

Monthly Visits

197,424

18.8% vs last month

Bounce Rate

48.5%

Pages / Visit

1.5

Avg. Session

24s

Domain Age

22 months

Traffic

#266,852Global Rank
#87,394Country Rank (356)
#1,759Category Rank · Graphics_Multimedia_and_Web_Design
Traffic Trend
18.8%
Traffic Sources
Organic Search
43.1%
Direct
28.1%
Social
11.6%
Referral
16.4%
Paid
0.0%
Email
0.7%
Geographic Distribution
DomainShareBar
🇻🇳VietnamVN
21.1%
🇺🇸United StatesUS
10.6%
🇨🇳ChinaCN
6.9%
🇮🇳IndiaIN
3.5%
🇰🇷South KoreaKR
2.7%
Top 3 countries account for 38.6% of traffic

SEO & Keywords

Top Keywords
Keyword
harness engineering138.2K$3.31$2.3K
claude md25.3K$2.56$1.0K
claude.md22.1K$2.98$940
claude md file7.2K$5.29$740
humanlayer2.5K$5.01$1.3K

Growth Readout

How does humanlayer.dev actually grow?

This page shows the surface. A Growth Teardown reverse-engineers the full playbook — which keywords drive signups, where backlinks come from, which channels convert, and what you can replicate in your own product.

Competitive Landscape

dometrain.com

dometrain.com

🔗 2 keyword overlap

Browse online workshops crafted by real engineers for the real world

138.5K/mo+0%Dec 2022

Shares 2 keywords including "claude md"

The Autopilot ( Newsletter )

the-autopilot.com

🔗 2 keyword overlap

I write about AI Agent Economy in german for the DACH region. ( biggest paid newsletter in the AI space in Germany )

653/mo-52%Feb 2025$786.2 MRR

Shares 2 keywords including "claude md"

Report based on data from May 2026

See a sample report