Signals lens

Doctors signals

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

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

Browse all Doctors products

Search demand

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

5+ people's searches surfaced Doctors products this week

Switcher pressure

How much alternative-shopping demand is flowing toward what Doctors 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 Doctors products - what this space is built to do.

Pricing mix

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

Freemium45.8%
Free33.3%
Subscription12.5%
One-time4.2%
Paid4.2%

Platform availability

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

Market concentration

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

31 / 100

competitive

FragmentedConsolidated

Doctors is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 361.6 / 10,000

AI engines discovering Doctors

Top 4

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

Meta AI
65.8% share
ClaudeBot
13.2% share
Perplexity
10.5% share
ByteDance
10.5% share

Device mix

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

Desktop95.4%
Laptops and desktops
Mobile4.6%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Doctors 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 Doctors 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 Doctors; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Doctors 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.