Signals lens

Content Moderation signals

Name: Content Moderation signals
Creator: PeerPush
License: https://peerpush.com/terms

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

Browse all Content Moderation products

Search demand

How often on-site searches surfaced Content Moderation products in the top results.

5+ people's searches surfaced Content Moderation products this week

New-entrant attention

How much discovery attention fresh launches are winning in Content Moderation. Last 7 days.

56.4% of Content Moderation discovery attention goes to newcomers

Fresh launches make up 31.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Content Moderation faster than the week before.

New entrants are accelerating in Content Moderation

+100%

Switcher pressure

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

Light

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

Who this serves

The audience mix across Content Moderation products - which audiences this space serves most.

Pricing mix

How Content Moderation products are priced. Helps buyers know what to expect.

Freemium43.8%
Subscription25%
Free18.8%
One-time6.3%
Paid6.3%

Platform availability

Where Content Moderation products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Content Moderation products. Last 7 days.

63 / 100

consolidated

FragmentedConsolidated

Content Moderation is consolidated - a few products command most of the attention.

Herfindahl index: 922.1 / 10,000

AI engines discovering Content Moderation

Top 4

The AI engines most active on Content Moderation products, led by Meta AI. Last 7 days.

Meta AI
53.1% share
OpenAI Search
22.4% share
Perplexity
14.3% share
ByteDance
10.2% share

Device mix

How Content Moderation gets discovered: desktop vs mobile. Last 7 days.

Desktop88.1%
Laptops and desktops
Mobile11.9%
Phones and tablets

Surface mix

Content Moderation traffic by channel - web, MCP, API, RSS. Last 7 days.

Web84.7%
Direct browsing + search
MCP15.3%
Model Context Protocol calls

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

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

Yes. The Content Moderation 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.

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