What does the Code Review signals lens show?

It shows how AI assistants, crawlers, and humans are discovering products in Code Review on PeerPush, including rising challengers and which AI engines are picking up products in this space.

How is Code Review momentum measured?

Momentum is measured by week-over-week growth in detail views, clicks, and AI agent results for products in Code Review, published only when distinct-visitor counts clear the k-anonymity floor.

How often is the Code Review signals data updated?

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

Is the Code Review signals data free to view?

Yes. The Code Review signals are free to view on the public tier, with deeper history and detail available on Pro.

Code Review signals

Name: Code Review signals
Creator: PeerPush
License: https://peerpush.net/terms

Search demand

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

10+× real searches surfaced Code Review this week

New-entrant attention

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

19.4% of Code Review discovery attention goes to newcomers

Fresh launches make up 5.7% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Code Review faster than the week before.

New entrants are accelerating in Code Review

+20%

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

The audience mix across Code Review products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing Code Review products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Code Review products are priced. Helps buyers know what to expect.

Freemium39%
Free31.7%
Subscription14.6%
One-time7.3%
Paid7.3%

Platform availability

Where Code Review products are available - Web, mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across Code Review products. Last 7 days.

44 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 139 / 10,000

AI engines discovering Code Review

Top 5

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

Meta AI
59% share
ChatGPT
23.9% share
OpenAI Search
6.8% share
Perplexity
6% share
ClaudeBot
4.3% share

Device mix

How Code Review gets discovered: desktop vs mobile. Last 7 days.

Desktop90.2%
Laptops and desktops
Mobile9.8%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention fastest among Code Review products this week. Click to dig in.

Rising audiences

Top 3

The audiences gaining AI attention fastest among Code Review products this week. Click to dig in.

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What AI keeps recommending products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Use cases

Audiences

Platforms

Frequently asked questions

What does the Code Review signals lens show?

How is Code Review momentum measured?

How often is the Code Review signals data updated?

Is the Code Review signals data free to view?

How we count AI traffic

Use cases

Audiences

Platforms