
1Lookup
SaaS · Usage-based
The #1 tool for validating phone, email and IP data in real time. All through one powerful API.
- Revenue · 30 days
- $508.9K
- MRR · Latest
- $273.3K
Explore verified revenue signals, uncover growth strategies, and turn business intelligence into research your AI agent can run — with the date and evidence level on every number.
MoneyAtlas is a revenue-intelligence and teardown library for software products with public revenue signals — Micro SaaS / AI tool benchmarks, competitor go-to-market study, and MCP-based agent research.
Scope limits live on the Method page (not for TAM, profitability, or "guaranteed" ideas).
labelledFactDerivedClaimedEstimate
Revenue ≠ profit. Each figure is labelled by how we know it — provider read, derived metric, founder claim, or model estimate. The 851-product Revenue Dataset is not the same as the Business Reports count below.
The $ figure mixes Subscription, Managed Service, Marketplace Fee, Transaction Fee, Usage-based, Hybrid and similar models on listed report cards — not one accounting concept (not GMV, take-rate, or profit). Method
Open same-model rankings (Subscription / Usage / Marketplace & Transaction / Managed)
Artificial Intelligence · Managed Service
$893.5K
Marketing · Marketplace Fee
$871.0K
E-commerce · Hybrid
$853.9K
SaaS · Transaction Fee
$681.5K
SaaS · Usage-based
$508.9K
Social Media · Subscription
$405.0K
Security · Subscription
$254.5K
Content Creation · Marketplace Fee
$218.8K
Analytics · Subscription
$214.9K
Artificial Intelligence · Freemium
$210.7K
This Top 10 mixes business models (e.g. Managed Service, Marketplace Fee, Hybrid, Transaction Fee, Usage-based, Subscription). Provider “30-day revenue” is not comparable across models as net revenue, GMV, or profit. Use same-model rankings for like-with-like boards.
Same-model revenue rankingsThe most-read reports of the past 30 days

SaaS · Usage-based
The #1 tool for validating phone, email and IP data in real time. All through one powerful API.

Artificial Intelligence · Subscription
The AI SEO agency that makes you the answer in AI Overviews, ChatGPT, and Google.

Artificial Intelligence · Managed Service
Compliance automation combining continuous evidence collection, policy generation and monitoring with dedicated Slack expert support, helping teams prepare for audits and enterprise buyer reviews; the site also provides comparisons, cost guides and customer stories.

Travel · Subscription
Aisle is a wedding website builder and destination wedding planning platform. Create your site, collect online RSVPs, manage your guest list, and let guests book and pay for rooms. Find a venue or add one you've already booked, with budgets, checklists and seating plans in the same place.

E-commerce · Hybrid
A private-label platform that sources, brands and fulfills supplements, beauty products and coffee for merchants.

SaaS · Transaction Fee
A platform for finding, hosting, and selling tickets to real-life events, with a marketplace for gear and resale tickets.
Every report looks at a startup the way an investor, a growth analyst, a quant and an operator would

Provider-reported revenue where available. Derived metrics and model estimates are labelled Fact · Derived · Claimed · Estimate, with source dates and coverage.

Which channels actually bring users — search, social, communities or launches — and how each one was built up.

Monthly visits, top countries, ranking keywords and pages — competitor research without five different tools.

Positioning, pricing, launch timing and the go-to-market calls that worked, turned into moves you can copy, each with its source.
Last 7 days: 50 rising, 242 falling; 11 new on the board today.
Revenue increase
Nov 4Previous 7 days $117,675, last 7 days $242,492.
Daily revenue · prev 7 / last 7
Fastest growth · 7d
All 50
Claude Code
Codex
Grok Bot
OpenClaw
Gemini CLI
Copilot
Windsurf
Cline
Trae
Kiro
Whether you build, research, run a side project or own a shop, learn from businesses that already work

Before you write the code, see what similar products earn and where their customers come from, and check your idea against real numbers.

Compare companies on the same revenue, traffic and playbook measures, with every figure traced to its source.

Find small niches that already pay, and pick one you can start on evenings and weekends.

See how peers price, win customers and make their money, and bring the moves that work back to your own store.
FAQ
MoneyAtlas breaks down online products that already make money: how much they earn, where their users come from and how they grow. Use it to find business ideas, test your own, study competitors or borrow acquisition and growth tactics.
