What does the Code Development signals lens show?

It shows how AI assistants, crawlers, and humans are discovering products in Code Development on PeerPush, including rising challengers and which AI engines are picking up products in this space.

How is Code Development momentum measured?

Momentum is measured by week-over-week growth in detail views, clicks, and AI agent results for products in Code Development, published only when distinct-visitor counts clear the k-anonymity floor.

How often is the Code Development signals data updated?

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

Is the Code Development signals data free to view?

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

Code Development signals

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

Search demand

How often on-site searches surfaced Code Development products in the top results.

100+× real searches surfaced Code Development this week

New-entrant attention

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

10.3% of Code Development discovery attention goes to newcomers

Fresh launches make up 2.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Code Development

+18%

Switcher pressure

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

Heavy+18%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Code Development products. Last 7 days.

people actively reviewing and discussing

+74%

Pricing mix

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

Free39%
Freemium33.1%
Subscription12.2%
Paid9.9%
One-time5.8%

Platform availability

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

Market concentration

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

22 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 20.7 / 10,000

AI engines discovering Code Development

Top 5

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

Meta AI
40.4% share
ChatGPT
29.3% share
TikTok
8.2% share
ByteDance
6.4% share
OpenAI Search
4% share

Device mix

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

Desktop93.6%
Laptops and desktops
Mobile6.4%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention fastest among Code Development products this week.

Rising audiences

Top 3

The audiences gaining AI attention fastest among Code Development 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 AI keeps recommending 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.

Use cases

Audiences

Platforms

Frequently asked questions

What does the Code Development signals lens show?

How is Code Development momentum measured?

How often is the Code Development signals data updated?

Is the Code Development signals data free to view?

How we count AI traffic

Use cases

Audiences

Platforms