Signals lens

Food Logging signals

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

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

Browse all Food Logging products

Search demand

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

10+ people's searches surfaced Food Logging products this week

New-entrant attention

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

12.4% of Food Logging discovery attention goes to newcomers

Fresh launches make up 11.1% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Food Logging faster than the week before.

New entrants are accelerating in Food Logging

+50%

Switcher pressure

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

Pricing mix

How Food Logging products are priced. Helps buyers know what to expect.

Freemium44%
Free40%
Subscription16%

Platform availability

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

Market concentration

How concentrated discovery attention is across Food Logging products. Last 7 days.

52 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 487.3 / 10,000

AI engines discovering Food Logging

Top 4

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

Meta AI
71.4% share
Perplexity
11.4% share
Parallel Crawler
8.6% share
ByteDance
8.6% share

Device mix

How Food Logging gets discovered: desktop vs mobile. Last 7 days.

Desktop91.5%
Laptops and desktops
Mobile8.5%
Phones and tablets

Surface mix

Food Logging traffic by channel - web, MCP, API, RSS. Last 7 days.

Web71.2%
Direct browsing + search
MCP28.8%
Model Context Protocol calls

Rising categories

Top 2

The categories gaining AI attention among Food Logging products this week.

Rising audiences

Top 1

The audiences gaining AI attention among Food Logging products this week.

Overweight People
69.2% of 7-day AI traffic+97%

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

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

Yes. The Food Logging 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.