Expense Tracking signals

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

Search demand

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

5+ people's searches surfaced Expense Tracking products this week

New-entrant attention

How much discovery attention fresh launches are winning in Expense Tracking. Last 7 days.

33% of Expense Tracking discovery attention goes to newcomers

Fresh launches make up 20.9% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Heavy+14%

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

Who this serves

The audience mix across Expense Tracking products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing Expense Tracking products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Expense Tracking products are priced. Helps buyers know what to expect.

Free35%
Freemium35%
Subscription22.5%
Paid5%
One-time2.5%

Platform availability

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

Market concentration

How concentrated discovery attention is across Expense Tracking products. Last 7 days.

54 / 100

consolidating

FragmentedConsolidated

Expense Tracking is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 379.1 / 10,000

Device mix

How Expense Tracking gets discovered: desktop vs mobile. Last 7 days.

Desktop88.7%
Laptops and desktops
Mobile11.3%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Expense Tracking products this week.

Finance
40.5% of 7-day AI traffic+10%

Rising audiences

Top 1

The audiences gaining AI attention among Expense Tracking products this week.

Small Business Owners
28.9% of 7-day AI traffic+3%

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

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

Yes. The Expense Tracking signals are free to view on the public tier, with deeper history and detail available on Pro.