Signals lens

AI Nutrition Analysis signals

Name: AI Nutrition Analysis signals
Creator: PeerPush
License: https://peerpush.com/terms

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

Browse all AI Nutrition Analysis products

New-entrant attention

How much discovery attention fresh launches are winning in AI Nutrition Analysis. Last 7 days.

13% of AI Nutrition Analysis discovery attention goes to newcomers

Fresh launches make up 3.8% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Pricing mix

How AI Nutrition Analysis products are priced. Helps buyers know what to expect.

Freemium63.6%
Free22.7%
Subscription9.1%
Paid4.5%

Platform availability

Where AI Nutrition Analysis products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across AI Nutrition Analysis products. Last 7 days.

60 / 100

consolidating

FragmentedConsolidated

AI Nutrition Analysis is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 629.5 / 10,000

AI engines discovering AI Nutrition Analysis

Top 4

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

Meta AI
64.5% share
ByteDance
14.5% share
ChatGPT
11.3% share
Claude
9.7% share

Rising categories

Top 1

The categories gaining AI attention among AI Nutrition Analysis products this week.

Food & Travel
32.7% of 7-day AI traffic+89%

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

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

Yes. The AI Nutrition Analysis 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.