Signals lens

Fact Verifying signals

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

How AI assistants, crawlers, and humans are discovering products built for the Fact Verifying use case on PeerPush. Updated daily.

Browse all Fact Verifying products

Search demand

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

25+ people's searches surfaced Fact Verifying products this week

New-entrant attention

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

2.5% of Fact Verifying discovery attention goes to newcomers

Fresh launches make up 1.4% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Moderate+54%

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 Fact Verifying products - which audiences this space serves most.

Pricing mix

How Fact Verifying products are priced. Helps buyers know what to expect.

Free55.1%
Freemium30.4%
Subscription11.6%
One-time1.4%
Paid1.4%

Platform availability

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

Market concentration

How concentrated discovery attention is across Fact Verifying products. Last 7 days.

27 / 100

competitive

FragmentedConsolidated

Fact Verifying is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 150.3 / 10,000

AI engines discovering Fact Verifying

Top 5

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

Meta AI
68.8% share
ByteDance
12.3% share
Perplexity
5.8% share
ClaudeBot
5.1% share
ChatGPT
4.3% share

Device mix

How Fact Verifying gets discovered: desktop vs mobile. Last 7 days.

Desktop93%
Laptops and desktops
Mobile7%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Fact Verifying products this week.

Analytics & Monitoring
13% of 7-day AI traffic+2%

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

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

Yes. The Fact Verifying 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.