Signals lens

Shopify Sellers signals

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

How AI assistants, crawlers, and humans are discovering products built for Shopify Sellers on PeerPush. Updated daily.

Browse all Shopify Sellers products

Search demand

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

50+ people's searches surfaced Shopify Sellers products this week

+9%in distinct searchers vs last week

New-entrant attention

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

12% of Shopify Sellers discovery attention goes to newcomers

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

Switcher pressure

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

Heavy

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

What this is for

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

Pricing mix

How Shopify Sellers products are priced. Helps buyers know what to expect.

Freemium44%
Subscription34.5%
Free9.5%
Paid8.3%
One-time3.6%

Platform availability

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

Market concentration

How concentrated discovery attention is across Shopify Sellers products. Last 7 days.

41 / 100

consolidating

FragmentedConsolidated

Shopify Sellers is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 147.3 / 10,000

AI engines discovering Shopify Sellers

Top 5

The AI engines most active on Shopify Sellers products, led by Meta AI. Last 7 days.

Meta AI
65% share
Claude
12% share
ByteDance
9.3% share
Perplexity
4.4% share
ClaudeBot
3.8% share

Device mix

How Shopify Sellers gets discovered: desktop vs mobile. Last 7 days.

Desktop89.4%
Laptops and desktops
Mobile10.6%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Shopify Sellers products this week.

Rising use cases

Top 3

The use cases gaining AI attention among Shopify Sellers 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 Shopify Sellers 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 Shopify Sellers; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Shopify Sellers 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.

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