Signals lens

Bakers signals

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

How AI assistants, crawlers, and humans are discovering products built for Bakers on PeerPush. Updated daily.

Browse all Bakers products

New-entrant attention

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

11.8% of Bakers discovery attention goes to newcomers

Fresh launches make up 8.3% of the products winning discovery attention in the last 7 days.

What this is for

The use-case mix across Bakers products - what this space is built to do.

Pricing mix

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

Freemium36.4%
Free27.3%
Subscription27.3%
Paid9.1%

Platform availability

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

Market concentration

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

40 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 870.2 / 10,000

AI engines discovering Bakers

Top 4

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

Meta AI
55.3% share
ByteDance
17% share
Perplexity
14.9% share
TikTok
12.8% share

Device mix

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

Desktop91.7%
Laptops and desktops
Mobile8.3%
Phones and tablets

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

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

Yes. The Bakers 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.