Artist signals

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

Search demand

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

25+ people's searches surfaced Artist products this week

+12%in distinct searchers vs last week

New-entrant attention

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

8.8% of Artist discovery attention goes to newcomers

Fresh launches make up 4.2% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Artist

+25%

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

What this is for

The use-case mix across Artist products - what this space is built to do.

Pricing mix

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

Freemium51.3%
Free31.3%
Subscription9.6%
Paid7%
One-time0.9%

Platform availability

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

Market concentration

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

32 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 103.4 / 10,000

AI engines discovering Artist

Top 3

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

ByteDance
63.6% share
OpenAI Search
18.2% share
Meta AI
18.2% share

Device mix

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

Desktop92.2%
Laptops and desktops
Mobile7.8%
Phones and tablets

Rising use cases

Top 1

The use cases gaining AI attention among Artist products this week.

Image Generation
35% of 7-day AI traffic+3%

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

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

Yes. The Artist signals are free to view on the public tier, with deeper history and detail available on Pro.