Signals lens

AEC Firms signals

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

How AI assistants, crawlers, and humans are discovering products built for AEC Firms on PeerPush. Updated daily.

Browse all AEC Firms products

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.

Subscription44.4%
Freemium33.3%
Free16.7%
Paid5.6%

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.

42 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 602.1 / 10,000

AI engines discovering AEC Firms

Top 3

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

Meta AI
40.7% share
ByteDance
33.3% share
Perplexity
25.9% share

Device mix

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

Desktop93.4%
Laptops and desktops
Mobile6.6%
Phones and tablets

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 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.

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.