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.

5+ 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.

8.9% of Food Logging discovery attention goes to newcomers

Fresh launches make up 2.4% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Moderate+18%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

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.

Freemium48.6%
Free35.1%
Subscription13.5%
Paid2.7%

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.

45 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 305.5 / 10,000

AI engines discovering Food Logging

Top 5

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

Meta AI
65.3% share
Claude
14% share
ByteDance
9.1% share
Perplexity
6.6% share
ClaudeBot
5% share

Device mix

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

Desktop92.9%
Laptops and desktops
Mobile7.1%
Phones and tablets

Rising categories

Top 1

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

Productivity & Notes
18.8% of 7-day AI traffic+53%

Rising audiences

Top 3

The audiences gaining AI attention among Food Logging 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 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.

Submit to 100 directories

Share your product once. PeerPush handles every submission.

Start submission