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.

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

+16%in distinct searchers vs last week

New-entrant attention

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

33.6% of Financial Analysis discovery attention goes to newcomers

Fresh launches make up 16.5% 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

+6%

Switcher pressure

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

Heavy+22%

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

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Financial Analysis products. Last 7 days.

people actively reviewing and discussing

+64%

Pricing mix

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

Freemium32.7%
Free30.8%
Subscription26.9%
Paid5.8%
One-time3.8%

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.

52 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 209.8 / 10,000

AI engines discovering Financial Analysis

Top 5

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

ByteDance
51.8% share
Meta AI
25.3% share
ChatGPT
10.8% share
Perplexity
6% share
OpenAI Search
6% share

Device mix

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

Desktop88.5%
Laptops and desktops
Mobile11.5%
Phones and tablets

Rising categories

Top 2

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

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

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 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.