Signals lens

Analytics & Reporting signals

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

How AI assistants, crawlers, and humans are discovering products built for the Analytics & Reporting use case on PeerPush. Updated daily.

Browse all Analytics & Reporting products

Search demand

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

250+ people's searches surfaced Analytics & Reporting products this week

New-entrant attention

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

2.3% of Analytics & Reporting 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 Analytics & Reporting products challenge. Last 7 days.

Heavy

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

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Analytics & Reporting products. Last 7 days.

people actively reviewing and discussing

+6%

Pricing mix

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

Freemium41.7%
Subscription29.7%
Free21.6%
Paid4.3%
One-time2.7%

Platform availability

Where Analytics & Reporting products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

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

2 / 100

highly fragmented

FragmentedConsolidated

Attention in Analytics & Reporting is spread thin across many products - no clear leader.

Herfindahl index: 5.6 / 10,000

AI engines discovering Analytics & Reporting

Top 5

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

Meta AI
58.7% share
ChatGPT
16.3% share
ByteDance
11.8% share
ClaudeBot
4.3% share

Device mix

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

Desktop94.8%
Laptops and desktops
Mobile5.2%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Analytics & Reporting products this week.

Rising audiences

Top 3

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

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

Yes. The Analytics & Reporting 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.