Signals lens

Drivers signals

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

How AI assistants, crawlers, and humans are discovering products built for Drivers on PeerPush. Updated daily.

Browse all Drivers products

Search demand

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

10+ people's searches surfaced Drivers products this week

Switcher pressure

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

Light

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

What this is for

The use-case mix across Drivers products - what this space is built to do.

Pricing mix

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

Free40%
Subscription33.3%
Freemium26.7%

Platform availability

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

Market concentration

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

54 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 691.6 / 10,000

AI engines discovering Drivers

Top 3

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

Meta AI
79.3% share
OpenAI Search
14.6% share
Claude
6.1% share

Device mix

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

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

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

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

Yes. The Drivers 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.