Signals lens

Personal Development signals

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

How AI assistants, crawlers, and humans are discovering products in the Personal Development category on PeerPush. Updated daily.

Browse all Personal Development products

Search demand

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

100+ people's searches surfaced Personal Development products this week

+38%in distinct searchers vs last week

New-entrant attention

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

23.1% of Personal Development discovery attention goes to newcomers

Fresh launches make up 9.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Personal Development faster than the week before.

New entrants are accelerating in Personal Development

+43%

Switcher pressure

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

Heavy+1%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Personal Development products. Last 7 days.

people actively reviewing and discussing

+13%

Pricing mix

How Personal Development products are priced. Helps buyers know what to expect.

Freemium48.1%
Free33.7%
Subscription12.8%
One-time3.7%
Paid1.6%

Platform availability

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

Market concentration

How concentrated discovery attention is across Personal Development products. Last 7 days.

38 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 81.3 / 10,000

AI engines discovering Personal Development

Top 5

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

Meta AI
58.3% share
ByteDance
13.2% share
Claude
12.2% share
OpenAI Search
4.4% share
ChatGPT
4.4% share

Device mix

How Personal Development gets discovered: desktop vs mobile. Last 7 days.

Desktop85.3%
Laptops and desktops
Mobile14.7%
Phones and tablets

Rising use cases

Top 3

The use cases gaining AI attention among Personal Development products this week.

Rising audiences

Top 3

The audiences gaining AI attention among Personal Development 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 Personal Development 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 Personal Development; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Personal Development 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