Signals lens

CLI products signals

Name: CLI products signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering CLI products on PeerPush. Updated daily.

Browse all CLI products

New-entrant attention

How much discovery attention fresh launches are winning in CLI. Last 7 days.

9.8% of CLI discovery attention goes to newcomers

Fresh launches make up 2.4% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what CLI products challenge. Last 7 days.

Heavy

Heavy alternative-shopping demand - many people are actively researching incumbents here.

Pricing mix

How CLI products are priced. Helps buyers know what to expect.

Free41.1%
Freemium34.1%
Subscription13.6%
Paid7.7%
One-time3.5%

Market concentration

How concentrated discovery attention is across CLI products. Last 7 days.

36 / 100

consolidating

FragmentedConsolidated

CLI is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 54.5 / 10,000

AI engines discovering CLI

Top 5

The AI engines most active on CLI products, led by Meta AI. Last 7 days.

Meta AI
53.9% share
ChatGPT
15.7% share
ByteDance
12.2% share
ClaudeBot
5.1% share
OpenAI Search
3.9% share

Device mix

How CLI gets discovered: desktop vs mobile. Last 7 days.

Desktop91.6%
Laptops and desktops
Mobile8.4%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among CLI products this week.

Rising use cases

Top 3

The use cases gaining AI attention among CLI products this week.

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore the catalog by lens

Jump into the catalog by what products do, who they serve, and where they run.

Use cases

Browse the products behind the use cases AI is asked about most.

Browse all use cases

Audiences

Browse the products built for the audiences AI surfaces most.

Browse all audiences

Platforms

Browse products by where they run: web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in CLI products on PeerPush, including rising challengers and which AI engines are most active in this space.

Momentum is measured by week-over-week growth in detail views, clicks, AI agent results, and new product launches for products in CLI products; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

The CLI products signals refresh on a rolling schedule, with short windows recomputed every few minutes and longer windows on slower cycles.

Yes. The CLI products signals are free to view on the public tier, with deeper history and detail available on Pro.

How we count AI traffic

What “AI Surface Area” combines, how we treat redaction, and why we don't show absolute counts until volume crosses a floor.