What does the Fact Verifying signals lens show?

It shows how AI assistants, crawlers, and humans are discovering products in Fact Verifying on PeerPush, including rising challengers and which AI engines are picking up products in this space.

How is Fact Verifying momentum measured?

Momentum is measured by week-over-week growth in detail views, clicks, and AI agent results for products in Fact Verifying, published only when distinct-visitor counts clear the k-anonymity floor.

How often is the Fact Verifying signals data updated?

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

Is the Fact Verifying signals data free to view?

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

Fact Verifying signals

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

Search demand

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

5+× real searches surfaced Fact Verifying this week

New-entrant attention

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

37.6% of Fact Verifying discovery attention goes to newcomers

Fresh launches make up 25% 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.

Heavy+12%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Fact Verifying products. Last 7 days.

people actively reviewing and discussing

+57%

Pricing mix

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

Free57.6%
Freemium27.3%
Subscription12.1%
One-time3%

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.

59 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 538.2 / 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
38.7% share
ByteDance
14.7% share
TikTok
13.3% share
OpenAI Search
10.7% share
Perplexity
9.3% share

Device mix

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

Desktop92.7%
Laptops and desktops
Mobile7.3%
Phones and tablets

Rising categories

Top 1

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

AI
20.4% share+40%

Rising audiences

Top 1

The audiences gaining AI attention fastest among Fact Verifying products this week.

Researchers
16.3% share+47%

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 AI keeps recommending 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.

Use cases

Audiences

Platforms

Frequently asked questions

What does the Fact Verifying signals lens show?

How is Fact Verifying momentum measured?

How often is the Fact Verifying signals data updated?

Is the Fact Verifying signals data free to view?

How we count AI traffic

Use cases

Audiences

Platforms