Signals lens

Architects signals

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

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

Browse all Architects products

Search demand

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

5+ people's searches surfaced Architects products this week

New-entrant attention

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

12.3% of Architects discovery attention goes to newcomers

Fresh launches make up 3.2% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

What this is for

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

Pricing mix

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

Freemium42.9%
Free32.1%
One-time10.7%
Subscription10.7%
Paid3.6%

Platform availability

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

Market concentration

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

52 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 433.8 / 10,000

AI engines discovering Architects

Top 4

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

Meta AI
63.2% share
ByteDance
18.4% share
Perplexity
9.2% share
ClaudeBot
9.2% share

Device mix

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

Desktop94.6%
Laptops and desktops
Mobile5.4%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Architects products this week.

AI
36.9% of 7-day AI traffic+15%

Rising use cases

Top 1

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

Design & Prototyping
49.2% of 7-day AI traffic+9%

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

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

Yes. The Architects 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
403,939 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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