Signals lens

Software Developers signals

Name: Software Developers signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering products built for Software Developers on PeerPush. Updated daily.

Browse all Software Developers products

Search demand

How often on-site searches surfaced Software Developers products in the top results.

50+ people's searches surfaced Software Developers products this week

+13%in distinct searchers vs last week

New-entrant attention

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

15.9% of Software Developers discovery attention goes to newcomers

Fresh launches make up 4.9% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Heavy

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

What this is for

The use-case mix across Software Developers products - what this space is built to do.

Active conversation in this space

Distinct people reviewing and discussing Software Developers products. Last 7 days.

people actively reviewing and discussing

+70%

Pricing mix

How Software Developers products are priced. Helps buyers know what to expect.

Freemium38.3%
Free32.3%
Subscription17%
Paid7.7%
One-time4.7%

Platform availability

Where Software Developers products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Software Developers products. Last 7 days.

53 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 162.7 / 10,000

AI engines discovering Software Developers

Top 5

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

ByteDance
37.3% share
ChatGPT
21.1% share
Meta AI
18.6% share
OpenAI Search
12.4% share
ClaudeBot
3.7% share

Device mix

How Software Developers gets discovered: desktop vs mobile. Last 7 days.

Desktop89.9%
Laptops and desktops
Mobile10.1%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Software Developers products this week.

Rising use cases

Top 3

The use cases gaining AI attention among Software Developers products this week.

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

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

Yes. The Software Developers 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.