What does the Remote Workers signals lens show?

It shows how AI assistants, crawlers, and humans are discovering products in Remote Workers on PeerPush, including rising challengers and which AI engines are picking up products in this space.

How is Remote Workers momentum measured?

Momentum is measured by week-over-week growth in detail views, clicks, and AI agent results for products in Remote Workers, published only when distinct-visitor counts clear the k-anonymity floor.

How often is the Remote Workers signals data updated?

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

Is the Remote Workers signals data free to view?

Yes. The Remote Workers signals are free to view on the public tier, with deeper history and detail available on Pro.

Remote Workers signals

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

Search demand

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

10+× real searches surfaced Remote Workers this week

New-entrant attention

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

63.3% of Remote Workers discovery attention goes to newcomers

Fresh launches make up 43.1% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Remote Workers faster than the week before.

New entrants are accelerating in Remote Workers

+47%

Switcher pressure

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

Heavy+36%

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 Remote Workers products - what this space is built to do.

Active conversation in this space

Distinct people reviewing and discussing Remote Workers products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Remote Workers products are priced. Helps buyers know what to expect.

Freemium47.5%
Free28.8%
Subscription11.9%
One-time8.5%
Paid3.4%

Platform availability

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

Market concentration

How concentrated discovery attention is across Remote Workers products. Last 7 days.

60 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 419.8 / 10,000

AI engines discovering Remote Workers

Top 5

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

Meta AI
41.8% share
TikTok
14.8% share
OpenAI Search
12.3% share
ByteDance
12.3% share
ChatGPT
9% share

Device mix

How Remote Workers gets discovered: desktop vs mobile. Last 7 days.

Desktop84.8%
Laptops and desktops
Mobile15.2%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention fastest among Remote Workers products this week.

AI
13.5% share+1%

Rising use cases

Top 1

The use cases gaining AI attention fastest among Remote Workers products this week.

Task Management
9.9% share+15%

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 AI keeps recommending 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.

Use cases

Audiences

Platforms

Frequently asked questions

What does the Remote Workers signals lens show?

How is Remote Workers momentum measured?

How often is the Remote Workers signals data updated?

Is the Remote Workers signals data free to view?

How we count AI traffic

Use cases

Audiences

Platforms