Signals lens

Starter Kits signals

Name: Starter Kits signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering products in the Starter Kits category on PeerPush. Updated daily.

Browse all Starter Kits products

Search demand

How often on-site searches surfaced Starter Kits products in the top results.

10+ people's searches surfaced Starter Kits products this week

New-entrant attention

How much discovery attention fresh launches are winning in Starter Kits. Last 7 days.

13.9% of Starter Kits discovery attention goes to newcomers

Fresh launches make up 6.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Starter Kits faster than the week before.

New entrants are accelerating in Starter Kits

+50%

Switcher pressure

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

Moderate+27%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

Who this serves

The audience mix across Starter Kits products - which audiences this space serves most.

Pricing mix

How Starter Kits products are priced. Helps buyers know what to expect.

One-time30.6%
Free27.8%
Paid22.2%
Freemium13.9%
Subscription5.6%

Platform availability

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

Market concentration

How concentrated discovery attention is across Starter Kits products. Last 7 days.

51 / 100

consolidating

FragmentedConsolidated

Starter Kits is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 331.2 / 10,000

AI engines discovering Starter Kits

Top 5

The AI engines most active on Starter Kits products, led by Meta AI. Last 7 days.

Meta AI
68.5% share
ByteDance
10.9% share
ClaudeBot
7.6% share
Parallel Crawler
6.5% share
Perplexity
6.5% share

Device mix

How Starter Kits gets discovered: desktop vs mobile. Last 7 days.

Desktop90.2%
Laptops and desktops
Mobile9.8%
Phones and tablets

Rising use cases

Top 1

The use cases gaining AI attention among Starter Kits products this week.

Code Development
22.8% of 7-day AI traffic+9%

Rising audiences

Top 3

The audiences gaining AI attention among Starter Kits 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 Starter Kits 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 Starter Kits; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Starter Kits 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.

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