Signals lens

Personal Assistant signals

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

How AI assistants, crawlers, and humans are discovering products in the Personal Assistant category on PeerPush. Updated daily.

Browse all Personal Assistant products

New-entrant attention

How much discovery attention fresh launches are winning in Personal Assistant. Last 7 days.

19% of Personal Assistant discovery attention goes to newcomers

Fresh launches make up 15.4% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what Personal Assistant 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 Personal Assistant products - which audiences this space serves most.

Pricing mix

How Personal Assistant products are priced. Helps buyers know what to expect.

Free41.7%
Freemium33.3%
Subscription25%

Platform availability

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

Market concentration

How concentrated discovery attention is across Personal Assistant products. Last 7 days.

63 / 100

consolidated

FragmentedConsolidated

Personal Assistant is consolidated - a few products command most of the attention.

Herfindahl index: 1,080.5 / 10,000

Device mix

How Personal Assistant gets discovered: desktop vs mobile. Last 7 days.

Desktop79.8%
Laptops and desktops
Mobile20.2%
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 Personal Assistant 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 Personal Assistant; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Personal Assistant 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.