CLI products signals

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

New-entrant attention

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

10% of CLI discovery attention goes to newcomers

Fresh launches make up 4.7% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining CLI faster than the week before.

New entrants are accelerating in CLI

+44%

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.

Free41.5%
Freemium32.8%
Subscription14.9%
Paid8.2%
One-time2.6%

Market concentration

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

21 / 100

competitive

FragmentedConsolidated

CLI is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 42.8 / 10,000

AI engines discovering CLI

Top 5

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

ByteDance
39% share
ChatGPT
26.3% share
OpenAI Search
12.7% share
Meta AI
12.7% share
Perplexity
5.1% share

Device mix

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

Desktop90.9%
Laptops and desktops
Mobile9.1%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among CLI products this week.

Rising use cases

Top 2

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

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - 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.