Signals lens

AI signals

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

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

Browse all AI products

Search demand

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

500+ people's searches surfaced AI products this week

New-entrant attention

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

4.8% of AI discovery attention goes to newcomers

Fresh launches make up 1.7% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Surging

A surge of switching intent - this is one of the most alternative-shopped spaces right now.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing AI products. Last 7 days.

people actively reviewing and discussing

+33%

Pricing mix

How AI products are priced. Helps buyers know what to expect.

Freemium50.1%
Free21.8%
Subscription17.7%
Paid7.4%
One-time2.9%

Platform availability

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

Market concentration

How concentrated discovery attention is across AI products. Last 7 days.

0 / 100

highly fragmented

FragmentedConsolidated

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

Herfindahl index: 2 / 10,000

AI engines discovering AI

Top 5

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

Meta AI
44.8% share
ChatGPT
31% share
ByteDance
7.4% share
TikTok
5.5% share
ClaudeBot
4.7% share

Device mix

How AI gets discovered: desktop vs mobile. Last 7 days.

Desktop91.6%
Laptops and desktops
Mobile8.4%
Phones and tablets

Rising use cases

Top 3

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

Rising audiences

Top 3

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

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

Yes. The AI 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.