Signals lens

Data Visualization signals

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

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

Browse all Data Visualization products

Search demand

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

5+ people's searches surfaced Data Visualization products this week

New-entrant attention

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

51.4% of Data Visualization discovery attention goes to newcomers

Fresh launches make up 52.6% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Data Visualization faster than the week before.

New entrants are accelerating in Data Visualization

5×

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

Who this serves

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

Pricing mix

How Data Visualization products are priced. Helps buyers know what to expect.

Free42.1%
Freemium42.1%
Subscription15.8%

Platform availability

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

Market concentration

How concentrated discovery attention is across Data Visualization products. Last 7 days.

68 / 100

consolidated

FragmentedConsolidated

Data Visualization is consolidated - a few products command most of the attention.

Herfindahl index: 1,045.5 / 10,000

AI engines discovering Data Visualization

Top 5

The AI engines most active on Data Visualization products, led by OpenAI Search. Last 7 days.

OpenAI Search
34.3% share
Meta AI
34.3% share
ByteDance
11.9% share
Perplexity
10.4% share
TikTok
9% share

Device mix

How Data Visualization gets discovered: desktop vs mobile. Last 7 days.

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

Surface mix

Data Visualization traffic by channel - web, MCP, API, RSS. Last 7 days.

Web90.1%
Direct browsing + search
MCP9.9%
Model Context Protocol calls

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

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

Yes. The Data Visualization 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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