Researchers signals

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

Search demand

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

50+ people's searches surfaced Researchers products this week

New-entrant attention

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

9.7% of Researchers discovery attention goes to newcomers

Fresh launches make up 4.3% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Heavy

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

What this is for

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

Active conversation in this space

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

people actively reviewing and discussing

+79%

Pricing mix

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

Free44.3%
Freemium40.8%
Subscription9.5%
Paid4.5%
One-time1%

Platform availability

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

Market concentration

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

34 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 70.2 / 10,000

AI engines discovering Researchers

Top 5

The AI engines most active on Researchers products, led by ChatGPT. Last 7 days.

ChatGPT
37.5% share
ByteDance
31.9% share
Meta AI
14.4% share
OpenAI Search
6.3% share

Device mix

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

Desktop88.8%
Laptops and desktops
Mobile11.2%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Researchers products this week.

Rising use cases

Top 3

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

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 Researchers 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 Researchers; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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