Signals lens

Accounting signals

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

How AI assistants, crawlers, and humans are discovering products in the Accounting category on PeerPush. Updated daily.

Browse all Accounting products

Search demand

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

100+ people's searches surfaced Accounting products this week

+18%in distinct searchers vs last week

New-entrant attention

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

15.8% of Accounting discovery attention goes to newcomers

Fresh launches make up 6.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Accounting faster than the week before.

New entrants are accelerating in Accounting

3×

Switcher pressure

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

Moderate+29%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Accounting products. Last 7 days.

people actively reviewing and discussing

+175%

Pricing mix

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

Freemium31.6%
Free28.6%
Subscription28.6%
Paid8.3%
One-time3%

Platform availability

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

Market concentration

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

50 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 173.2 / 10,000

AI engines discovering Accounting

Top 5

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

Meta AI
60.2% share
ByteDance
14.9% share
Claude
13.7% share
Perplexity
3.3% share
ClaudeBot
3.3% share

Device mix

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

Desktop86.1%
Laptops and desktops
Mobile13.9%
Phones and tablets

Surface mix

Accounting traffic by channel - web, MCP, API, RSS. Last 7 days.

Web89.9%
Direct browsing + search
MCP9.7%
Model Context Protocol calls

Rising use cases

Top 3

The use cases gaining AI attention among Accounting products this week.

Rising audiences

Top 2

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

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

Yes. The Accounting 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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