Signals lens

Market Research signals

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

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

Browse all Market Research products

Search demand

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

100+ people's searches surfaced Market Research products this week

+45%in distinct searchers vs last week

New-entrant attention

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

10.7% of Market Research discovery attention goes to newcomers

Fresh launches make up 4.9% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Market Research faster than the week before.

New entrants are accelerating in Market Research

+29%

Switcher pressure

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

Heavy+20%

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

Who this serves

The audience mix across Market Research products - which audiences this space serves most.

Pricing mix

How Market Research products are priced. Helps buyers know what to expect.

Freemium40.1%
Free33.5%
Subscription15.6%
Paid8.4%
One-time2.4%

Platform availability

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

Market concentration

How concentrated discovery attention is across Market Research products. Last 7 days.

38 / 100

consolidating

FragmentedConsolidated

Market Research is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 88.3 / 10,000

AI engines discovering Market Research

Top 5

The AI engines most active on Market Research products, led by Meta AI. Last 7 days.

Meta AI
70% share
Claude
14.1% share
ByteDance
3.5% share
OpenAI Search
2.9% share
Parallel Crawler
2.6% share

Device mix

How Market Research gets discovered: desktop vs mobile. Last 7 days.

Desktop93%
Laptops and desktops
Mobile7%
Phones and tablets

Surface mix

Market Research traffic by channel - web, MCP, API, RSS. Last 7 days.

Web81.5%
Direct browsing + search
MCP18.5%
Model Context Protocol calls

Rising categories

Top 3

The categories gaining AI attention among Market Research products this week.

Rising audiences

Top 3

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

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

Yes. The Market Research 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.

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