Signals lens

Testing & QA signals

Name: Testing & QA signals
Creator: PeerPush
License: https://peerpush.com/terms

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

Browse all Testing & QA products

Search demand

How often on-site searches surfaced Testing & QA products in the top results.

50+ people's searches surfaced Testing & QA products this week

+23%in distinct searchers vs last week

New-entrant attention

How much discovery attention fresh launches are winning in Testing & QA. Last 7 days.

4.2% of Testing & QA discovery attention goes to newcomers

Fresh launches make up 1.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Testing & QA faster than the week before.

New entrants are accelerating in Testing & QA

+14%

Switcher pressure

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

Moderate+1%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

Who this serves

The audience mix across Testing & QA products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing Testing & QA products. Last 7 days.

people actively reviewing and discussing

+88%

Pricing mix

How Testing & QA products are priced. Helps buyers know what to expect.

Free37.9%
Freemium37.9%
Subscription13.7%
Paid6.3%
One-time4.2%

Platform availability

Where Testing & QA products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Testing & QA products. Last 7 days.

25 / 100

competitive

FragmentedConsolidated

Testing & QA is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 28 / 10,000

AI engines discovering Testing & QA

Top 5

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

Meta AI
63.3% share
Claude
16.3% share
ByteDance
10.5% share
ChatGPT
3.4% share
Perplexity
1.7% share

Device mix

How Testing & QA gets discovered: desktop vs mobile. Last 7 days.

Desktop87.4%
Laptops and desktops
Mobile12.6%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Testing & QA products this week.

Rising audiences

Top 3

The audiences gaining AI attention among Testing & QA 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 Testing & QA 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 Testing & QA; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Testing & QA 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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