What does the AI Analytics signals lens show?

It shows how AI assistants, crawlers, and humans are discovering products in AI Analytics on PeerPush, including rising challengers and which AI engines are picking up products in this space.

How is AI Analytics momentum measured?

Momentum is measured by week-over-week growth in detail views, clicks, and AI agent results for products in AI Analytics, published only when distinct-visitor counts clear the k-anonymity floor.

How often is the AI Analytics signals data updated?

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

Is the AI Analytics signals data free to view?

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

AI Analytics signals

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

Search demand

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

25+× real searches surfaced AI Analytics this week

New-entrant attention

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

41.6% of AI Analytics discovery attention goes to newcomers

Fresh launches make up 20.6% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Heavy+8%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

Who this serves

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

Active conversation in this space

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

people actively reviewing and discussing

Pricing mix

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

Freemium44.1%
Subscription32.4%
Free22.1%
Paid1.5%

Platform availability

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

Market concentration

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

55 / 100

consolidating

FragmentedConsolidated

AI Analytics is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 300.5 / 10,000

AI engines discovering AI Analytics

Top 5

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

Meta AI
50.5% share
TikTok
13.1% share
ByteDance
12.1% share
ChatGPT
10.3% share
OpenAI Search
7.5% share

Device mix

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

Desktop90.3%
Laptops and desktops
Mobile9.7%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention fastest among AI Analytics products this week. Click to dig in.

Rising audiences

Top 3

The audiences gaining AI attention fastest among AI Analytics products this week. Click to dig in.

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 AI keeps recommending 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.

Use cases

Audiences

Platforms

Frequently asked questions

What does the AI Analytics signals lens show?

How is AI Analytics momentum measured?

How often is the AI Analytics signals data updated?

Is the AI Analytics signals data free to view?

How we count AI traffic

Use cases

Audiences

Platforms