Signals lens

Financial Analysis signals

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

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

Browse all Financial Analysis products

Search demand

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

50+ people's searches surfaced Financial Analysis products this week

New-entrant attention

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

12% of Financial Analysis discovery attention goes to newcomers

Fresh launches make up 5.6% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Financial Analysis

+50%

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

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

Pricing mix

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

Freemium36%
Free31.3%
Subscription26%
Paid4%
One-time2.7%

Platform availability

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

Market concentration

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

29 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 76 / 10,000

AI engines discovering Financial Analysis

Top 5

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

Meta AI
56.8% share
ByteDance
16.6% share
ClaudeBot
9.2% share
OpenAI Search
4.8% share
ChatGPT
4.8% share

Device mix

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

Desktop95.7%
Laptops and desktops
Mobile4.3%
Phones and tablets

Rising categories

Top 3

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

Rising audiences

Top 3

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

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

Yes. The Financial 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.