Signals lens

Documentation signals

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

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

Browse all Documentation products

Search demand

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

100+ people's searches surfaced Documentation products this week

New-entrant attention

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

3.9% of Documentation discovery attention goes to newcomers

Fresh launches make up 0.6% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Documentation faster than the week before.

New entrants are accelerating in Documentation

+13%

Switcher pressure

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

Heavy

Heavy alternative-shopping demand - many people are actively researching incumbents here.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Documentation products. Last 7 days.

people actively reviewing and discussing

+14%

Pricing mix

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

Freemium36.7%
Free34.4%
Subscription15.8%
Paid7.9%
One-time5.1%

Platform availability

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

Market concentration

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

23 / 100

competitive

FragmentedConsolidated

Documentation is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 20.7 / 10,000

AI engines discovering Documentation

Top 5

The AI engines most active on Documentation products, led by ByteDance. Last 7 days.

ByteDance
46.9% share
ChatGPT
18.4% share
Meta AI
12.8% share
OpenAI Search
9.2% share
Claude
4.1% share

Device mix

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

Desktop93.7%
Laptops and desktops
Mobile6.3%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Documentation products this week.

Rising audiences

Top 3

The audiences gaining AI attention among Documentation products this week.

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Documentation 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 Documentation; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Documentation 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.