Signals lens

Translation signals

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

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

Browse all Translation products

Search demand

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

10+ people's searches surfaced Translation products this week

New-entrant attention

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

25.6% of Translation discovery attention goes to newcomers

Fresh launches make up 8.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Translation faster than the week before.

New entrants are accelerating in Translation

+57%

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Translation products. Last 7 days.

people actively reviewing and discussing

Pricing mix

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

Freemium58.4%
Free23.9%
Paid8%
Subscription6.2%
One-time3.5%

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.

43 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 131.5 / 10,000

AI engines discovering Translation

Top 5

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

Meta AI
55.3% share
Claude
17.6% share
ByteDance
13.3% share
Perplexity
3.1% share
ClaudeBot
3.1% share

Device mix

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

Desktop86.6%
Laptops and desktops
Mobile13.4%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Translation products this week.

Rising audiences

Top 2

The audiences gaining AI attention among Translation products this week.

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 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.

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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