Signals lens

Civic Technology signals

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

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

Browse all Civic Technology products

Search demand

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

10+ people's searches surfaced Civic Technology products this week

Who this serves

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

Pricing mix

How Civic Technology products are priced. Helps buyers know what to expect.

Free61.1%
Freemium27.8%
One-time5.6%
Paid5.6%

Platform availability

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

Market concentration

How concentrated discovery attention is across Civic Technology products. Last 7 days.

38 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 586.5 / 10,000

AI engines discovering Civic Technology

Top 3

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

Meta AI
70.7% share
Perplexity
14.6% share
ChatGPT
14.6% share

Device mix

How Civic Technology gets discovered: desktop vs mobile. Last 7 days.

Desktop91.2%
Laptops and desktops
Mobile8.8%
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 Civic Technology 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 Civic Technology; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Civic Technology 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.