Signals lens

Investing signals

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

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

Browse all Investing products

Search demand

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

25+ people's searches surfaced Investing products this week

Switcher pressure

How much alternative-shopping demand is flowing toward what Investing 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 Investing products - which audiences this space serves most.

Pricing mix

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

Free45.3%
Freemium33.7%
Subscription15.1%
Paid4.7%
One-time1.2%

Platform availability

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

Market concentration

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

24 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 116.7 / 10,000

AI engines discovering Investing

Top 5

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

Meta AI
66.9% share
ByteDance
14.6% share
ClaudeBot
7% share
Perplexity
5.1% share
OpenAI GPTBot
3.2% share

Device mix

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

Desktop96%
Laptops and desktops
Mobile4%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Investing products this week.

Analytics & Monitoring
13.7% of 7-day AI traffic+20%

Rising audiences

Top 1

The audiences gaining AI attention among Investing products this week.

Financial Planner
13.1% of 7-day AI traffic+33%

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

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

Yes. The Investing 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.