Translation signals

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

New-entrant attention

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

24% of Translation discovery attention goes to newcomers

Fresh launches make up 11.5% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what Translation 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 Translation products - which audiences this space serves most.

Pricing mix

How Translation products are priced. Helps buyers know what to expect.

Freemium65.3%
Free16.3%
Paid8.2%
Subscription8.2%
One-time2%

Platform availability

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

Market concentration

How concentrated discovery attention is across Translation products. Last 7 days.

44 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 248.8 / 10,000

AI engines discovering Translation

Top 3

The AI engines most active on Translation products, led by ByteDance. Last 7 days.

ByteDance
50% share
Meta AI
33.3% share
Perplexity
16.7% share

Device mix

How Translation gets discovered: desktop vs mobile. Last 7 days.

Desktop92.6%
Laptops and desktops
Mobile7.4%
Phones and tablets

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 people keep asking AI to find 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.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Translation 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 Translation; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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