Signals lens

Team Collaboration signals

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

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

Browse all Team Collaboration products

Search demand

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

100+ people's searches surfaced Team Collaboration products this week

New-entrant attention

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

4% of Team Collaboration discovery attention goes to newcomers

Fresh launches make up 1.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Team Collaboration faster than the week before.

New entrants are accelerating in Team Collaboration

+20%

Switcher pressure

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

Heavy

Heavy alternative-shopping demand - many people are actively researching incumbents here.

Who this serves

The audience mix across Team Collaboration products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing Team Collaboration products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Team Collaboration products are priced. Helps buyers know what to expect.

Freemium43.9%
Free29.9%
Subscription22.9%
Paid2%
One-time1.3%

Platform availability

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

Market concentration

How concentrated discovery attention is across Team Collaboration products. Last 7 days.

17 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 15.5 / 10,000

AI engines discovering Team Collaboration

Top 5

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

Meta AI
63.4% share
ByteDance
14.2% share
ChatGPT
7.9% share
ClaudeBot
4.8% share
OpenAI Search
4.7% share

Device mix

How Team Collaboration gets discovered: desktop vs mobile. Last 7 days.

Desktop93.7%
Laptops and desktops
Mobile6.3%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Team Collaboration products this week.

Rising audiences

Top 3

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

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

Yes. The Team Collaboration 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.