Frontend Developers signals

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

Search demand

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

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

+7%in distinct searchers vs last week

New-entrant attention

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

1.5% of Frontend Developers discovery attention goes to newcomers

Fresh launches make up 0.7% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Light

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

What this is for

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

Pricing mix

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

Free44.3%
Freemium40%
Subscription8.6%
Paid4.3%
One-time2.9%

Platform availability

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

Market concentration

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

15 / 100

highly fragmented

FragmentedConsolidated

Attention in Frontend Developers is spread thin across many products - no clear leader.

Herfindahl index: 40.5 / 10,000

AI engines discovering Frontend Developers

Top 5

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

ByteDance
63.4% share
OpenAI Search
12.9% share
ChatGPT
12.9% share
Parallel Crawler
5.4% share
Common Crawl
5.4% share

Device mix

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

Desktop92.7%
Laptops and desktops
Mobile7.3%
Phones and tablets

Rising categories

Top 3

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

Rising use cases

Top 2

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

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

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