atoms.dev

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Medium Opportunity · 58/100

1y2025-05-13Domain Age

583.1K-7%Monthly Visits

Direct 51%Brazil 14%Primary Channel

5Competitors

Product Identity

About

Turn your ideas into products that sell

CategoryArtificial Intelligence

“Turn your ideas into products that sell ”

501votes

248Comments

#1Daily Rank

#5Weekly Rank

Launched: Feb 3, 2026Artificial IntelligenceView on Product Hunt

Domain Information

RegistrarGoDaddy.com, LLC

Registered2025-05-13

Expires2027-05-13

Name Serversace.ns.cloudflare.com, natasha.ns.cloudflare.com

Product Identity · Insight

Strong community recognition (501 PH upvotes) but no public revenue — possibly in a growth-first phase or operating as a free product.

Growth Profile

Monthly Visits

583,087

↓7.0% vs last month

Bounce Rate

42.7%

Pages / Visit

4.6

Avg. Session

3m 44s

Domain Age

16 months

#73,600Global Rank

#34,124Country Rank (76)

#47Category Rank · Food_and_Drink

Traffic Trend

↓7.0%

Growth Profile · Insight

Traffic is declining (-7%) but remaining users engage deeply (3m44s sessions) — likely shedding low-value traffic rather than losing product-market fit.

Acquisition Engine

Traffic Sources

Organic Search

25.2%

Direct

50.0%

Social

9.7%

Referral

11.2%

Paid

0.0%

1.6%

Gen AI

2.3%

Geographic Distribution

DomainShare

🇧🇷BrazilBR

13.5%

🇺🇸United StatesUS

9.8%

🇲🇦MoroccoMA

5.4%

🇮🇳IndiaIN

4.9%

🇨🇳ChinaCN

4.8%

Top 3 countries account for 28.7% of traffic

Top Keywords

Keyword
lovable	2.4M	$0.78	$20.3K
manus	1.1M	$0.51	$3.5K
base44	1.0M	$1.53	$13.9K
atoms	82.7K	$2.16	$8.6K
atoms ai	9.0K	$5.56	$7.1K

SERP Rankings

Keyword			Ranking URL
metagpt	#4	📄	atoms.dev/metagpt	18,080	$2.88
mgx ai	#2	🏠	atoms.dev/	3,370	$0.42
mgx dev	#1	🏠	atoms.dev/	2,370	$0.49

Acquisition Engine · Insight

Brand-driven growth (51% direct traffic) alongside 5 ranking keywords — dual acquisition engines reduce channel dependency.

How does atoms.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

retool.com

🔗 4 keyword overlap

Build, deploy, and manage internal tools with Retool's unified engine. Connect to any database, API, or LLM. Leverage AI throughout your business.

1.9M/mo+14%Oct 1997

Shares 4 keywords including "manus ai"

atoms.dev vs retool.com →Visit Website ↗

medo.dev

🔗 4 keyword overlap

Medo: The next-gen platform that gives everyone the power to build

208.4K/mo-9%Oct 2025

Shares 4 keywords including "lovable"

atoms.dev vs medo.dev →Visit Website ↗

base44.com

🔗 3 keyword overlap

Partner with Base44 to bring AI-powered app building into your curriculum. 750+ universities worldwide. No coding required. Explore tailored tools for students.

13.5M/mo-9%Aug 2024

Shares 3 keywords including "lovable"

atoms.dev vs base44.com →Visit Website ↗

emergent.sh

🔗 3 keyword overlap

9.2M/mo+24%Jun 2024

Shares 3 keywords including "lovable"

atoms.dev vs emergent.sh →Visit Website ↗

bubble.io

🔗 3 keyword overlap

Which app builder is right for your app idea and technical skills? We compare Lovable, Replit, and Bubble across 12 categories to help you make the best decision and build your app faster.

2.0M/mo-17%Jan 2008

Shares 3 keywords including "lovable"

atoms.dev vs bubble.io →Visit Website ↗

View full competitive analysis of atoms.dev →

Competitive Landscape · Insight

Facing significant traffic gap vs retool.com (3.2x), but keyword overlap is only 4 — likely serving different market segments despite surface-level competition.

atoms.dev

Product Identity

Growth Profile

Acquisition Engine

Competitive Landscape

Tools at a similar scale