Signals lens

Investment Analysis signals

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

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

Browse all Investment Analysis products

Search demand

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

10+ people's searches surfaced Investment Analysis products this week

New-entrant attention

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

66.6% of Investment Analysis discovery attention goes to newcomers

Fresh launches make up 41.2% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Investment Analysis faster than the week before.

New entrants are accelerating in Investment Analysis

7×

Switcher pressure

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

Heavy+187%

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

Who this serves

The audience mix across Investment Analysis products - which audiences this space serves most.

Pricing mix

How Investment Analysis products are priced. Helps buyers know what to expect.

Freemium46.7%
Free33.3%
Subscription13.3%
One-time6.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across Investment Analysis products. Last 7 days.

57 / 100

consolidating

FragmentedConsolidated

Investment Analysis is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 765.5 / 10,000

AI engines discovering Investment Analysis

Top 5

The AI engines most active on Investment Analysis products, led by Meta AI. Last 7 days.

Meta AI
36.4% share
Perplexity
18.2% share
ByteDance
18.2% share
OpenAI Search
15.9% share
TikTok
11.4% share

Device mix

How Investment Analysis gets discovered: desktop vs mobile. Last 7 days.

Desktop89.9%
Laptops and desktops
Mobile10.1%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Investment Analysis products this week.

Finance
73.9% of 7-day AI traffic+18%

Rising audiences

Top 1

The audiences gaining AI attention among Investment Analysis products this week.

Investors
82.9% of 7-day AI traffic+18%

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

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

Yes. The Investment Analysis 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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