AEC Firms signals

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

Search demand

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

10+ people's searches surfaced AEC Firms products this week

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

What this is for

The use-case mix across AEC Firms products - what this space is built to do.

Pricing mix

How AEC Firms products are priced. Helps buyers know what to expect.

Subscription41.2%
Freemium35.3%
Free17.6%
Paid5.9%

Platform availability

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

Market concentration

How concentrated discovery attention is across AEC Firms products. Last 7 days.

41 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 628.2 / 10,000

Device mix

How AEC Firms gets discovered: desktop vs mobile. Last 7 days.

Desktop90.9%
Laptops and desktops
Mobile9.1%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among AEC Firms products this week.

Productivity & Notes
74.3% of 7-day AI traffic+2%

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

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

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