Signals lens

Code Analysis signals

Name: Code Analysis signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering products built for the Code Analysis use case on PeerPush. Updated daily.

Browse all Code Analysis products

New-entrant attention

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

42.3% of Code Analysis discovery attention goes to newcomers

Fresh launches make up 27.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Code Analysis faster than the week before.

New entrants are accelerating in Code Analysis

3×

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

Who this serves

The audience mix across Code Analysis products - which audiences this space serves most.

Pricing mix

How Code Analysis products are priced. Helps buyers know what to expect.

Free33.3%
Freemium33.3%
One-time16.7%
Paid8.3%
Subscription8.3%

Platform availability

Where Code Analysis products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Code Analysis products. Last 7 days.

66 / 100

consolidated

FragmentedConsolidated

Code Analysis is consolidated - a few products command most of the attention.

Herfindahl index: 1,295.9 / 10,000

Device mix

How Code Analysis gets discovered: desktop vs mobile. Last 7 days.

Desktop91.7%
Laptops and desktops
Mobile8.3%
Phones and tablets

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

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 Code Analysis 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 Code Analysis; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Code Analysis 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.