Signals lens

Families signals

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

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

Browse all Families products

Search demand

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

50+ people's searches surfaced Families products this week

New-entrant attention

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

15.3% of Families discovery attention goes to newcomers

Fresh launches make up 8.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Families faster than the week before.

New entrants are accelerating in Families

+13%

Switcher pressure

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

Heavy+8%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

What this is for

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

Active conversation in this space

Distinct people reviewing and discussing Families products. Last 7 days.

people actively reviewing and discussing

Pricing mix

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

Freemium44.4%
Free35%
Subscription13.1%
Paid4.2%
One-time3.3%

Platform availability

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

Market concentration

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

35 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 70.4 / 10,000

AI engines discovering Families

Top 5

The AI engines most active on Families products, led by ByteDance. Last 7 days.

ByteDance
44.3% share
Meta AI
23% share
OpenAI Search
12.3% share
ChatGPT
10.7% share
Perplexity
5.7% share

Device mix

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

Desktop89.4%
Laptops and desktops
Mobile10.6%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Families products this week.

Rising use cases

Top 2

The use cases gaining AI attention among Families products this week.

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Families 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 Families; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Families 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.