Signals lens

Consultants signals

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

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

Browse all Consultants products

Search demand

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

50+ people's searches surfaced Consultants products this week

+11%in distinct searchers vs last week

New-entrant attention

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

2.6% of Consultants discovery attention goes to newcomers

Fresh launches make up 1.2% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Consultants

5×

Switcher pressure

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

Moderate+5%

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

What this is for

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

Pricing mix

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

Freemium37.2%
Subscription27.4%
Free16.8%
Paid13.3%
One-time5.3%

Platform availability

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

Market concentration

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

18 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 28.7 / 10,000

AI engines discovering Consultants

Top 5

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

Meta AI
66.1% share
ByteDance
13.7% share
ChatGPT
6.5% share
OpenAI Search
4.7% share
ClaudeBot
2.8% share

Device mix

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

Desktop94.9%
Laptops and desktops
Mobile5.1%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Consultants products this week.

Rising use cases

Top 3

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

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

Yes. The Consultants 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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