Signals lens

Hardware & IoT signals

Name: Hardware & IoT signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering products in the Hardware & IoT category on PeerPush. Updated daily.

Browse all Hardware & IoT products

Search demand

How often on-site searches surfaced Hardware & IoT products in the top results.

100+ people's searches surfaced Hardware & IoT products this week

+10%in distinct searchers vs last week

Switcher pressure

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

Light+23%

A trickle of alternative-shopping demand flows toward what this space challenges. Demand is rising week over week.

Who this serves

The audience mix across Hardware & IoT products - which audiences this space serves most.

Pricing mix

How Hardware & IoT products are priced. Helps buyers know what to expect.

Free44.4%
Paid18.1%
Freemium15.3%
Subscription13.9%
One-time8.3%

Platform availability

Where Hardware & IoT products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Hardware & IoT products. Last 7 days.

43 / 100

consolidating

FragmentedConsolidated

Hardware & IoT is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 148.8 / 10,000

AI engines discovering Hardware & IoT

Top 5

The AI engines most active on Hardware & IoT products, led by Meta AI. Last 7 days.

Meta AI
69.7% share
ByteDance
16.1% share
Perplexity
5.2% share
OpenAI Search
4.5% share

Device mix

How Hardware & IoT gets discovered: desktop vs mobile. Last 7 days.

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

Surface mix

Hardware & IoT traffic by channel - web, MCP, API, RSS. Last 7 days.

Web83.7%
Direct browsing + search
MCP16.3%
Model Context Protocol calls

Rising use cases

Top 1

The use cases gaining AI attention among Hardware & IoT products this week.

Workflow Automation
7% of 7-day AI traffic+14%

Rising audiences

Top 1

The audiences gaining AI attention among Hardware & IoT products this week.

Enterprises
5.6% of 7-day AI traffic+3%

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

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

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

Yes. The Hardware & IoT 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.

Outrank board

1
CiteGraph Get your product mentioned and cited by AI assistants
382,062 impressions since Sep 3
2
AutoLander Auto-post dealer inventory to Facebook Marketplace with AI
3
VisualLift.ai -Ai Ecommerce creative hub Generate Photos, Videos, UGC, Ads, Emails, track competitors and more.

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