AI Analytics signals

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

Search demand

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

50+ people's searches surfaced AI Analytics products this week

+26%in distinct searchers vs last week

New-entrant attention

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

9.6% of AI Analytics discovery attention goes to newcomers

Fresh launches make up 4.5% 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

Heavy alternative-shopping demand - many people are actively researching incumbents here.

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.

Freemium43%
Subscription35.2%
Free18%
Paid3.9%

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.

36 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 103.2 / 10,000

AI engines discovering AI Analytics

Top 4

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

ByteDance
42% share
ChatGPT
23.2% share
Meta AI
21.7% share
OpenAI Search
13% share

Device mix

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

Desktop91.9%
Laptops and desktops
Mobile8.1%
Phones and tablets

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 AI Analytics 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 Analytics; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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