Signals lens

Web Developers signals

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

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

Browse all Web Developers products

Search demand

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

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

New-entrant attention

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

5.6% of Web Developers 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 Web 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 Web Developers products - what this space is built to do.

Active conversation in this space

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

people actively reviewing and discussing

+67%

Pricing mix

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

Free43.2%
Freemium31.8%
Subscription14.8%
One-time5.1%
Paid5.1%

Platform availability

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

Market concentration

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

35 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 66.2 / 10,000

AI engines discovering Web Developers

Top 5

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

Meta AI
63.5% share
ByteDance
12.9% share
Claude
12.3% share
ClaudeBot
3.1% share
Perplexity
2.5% share

Device mix

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

Desktop87.6%
Laptops and desktops
Mobile12.4%
Phones and tablets

Rising categories

Top 3

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

Rising use cases

Top 3

The use cases gaining AI attention among Web Developers 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 Web 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 Web Developers; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Web 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.

Submit to 100 directories

Share your product once. PeerPush handles every submission.

Start submission