Market

Live product catalog & traffic/revenue benchmarks · Updated Nov 15

Customer Service & Success/AI Support Agents·AI agents and chatbots that answer customers.

Niches
Products
1,789
+20 this week
With traffic
556
147 over 10K/mo
Verified revenue
48
View products →
High-growth sites
15
View products →
Total monthly visits
12.3M
Top 3 account for 14%

Key Findings

Market Structure

Low Traffic sites form the largest tier (69%); domains registered within the past year make up 37%.

Acquisition & Regions

Channels and regions rest on 364 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (45%).

Primary Channels

364 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel

Top Countries & Regions

339 websites · Latest channel month per site · by top region

Positioning & Form

Most commonly targets Small Businesses (42% of classified benchmark products); Web App is the most common delivery form (96%).

Target Audience

1,787 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:MCP Server74SDK37CLI Tool14

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

1,401 analyzed websites · Hover for rules

Revenue

Most common verified MRR band is $100–1K (33%); 13 products earn $10K+ MRR; median MRR per 1K monthly visits is $175.95.

Revenue Distribution

48 verified revenue · 0 without traffic data

Verified MRR by monthly visits
MRRNo TrafficUnder 10K10K–100K100K+Total
Under $10009101021%
$100–1K015101633%
$1K–10K0630919%
$10K–50K0222613%
$50K+0025715%

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $175.95

Sub-use Cases

Most common sub-use case is FAQ Answering with 724 products (40%).

Launches & Pricing

912 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $29/mo median entry price.

Launch Timeline

All launches in the last 12 months · pale bar is this month so far

Launch Channels

1,709 products with launch records

Launch channels, traffic and revenue coverage
ChannelProductsTop 10% visits≥10K visitsRevenue
Product Hunt1,431<5K6%15
BetaList7411.9K11%2
Show HN6032.3K15%5
TrustMRR48<5K2%20
Uneed316.9K6%1
Fazier2020.4K15%1
DevHunt1744K18%0
IndiePage1213.4K17%1
Findly.tools6—0%0
App Store3—100%0

Pricing Models

Entry price is lowest monthly paid tier

Pricing models and entry price benchmarks
Pricing modelProductsRevenueMedian entry
Subscription5494%$29
Freemium5324%$24
Free710%—
Usage-based714%$29
Contact Sales643%—
One-time166%$59

Monthly Entry Price

998 products, excluding <$5

View full pricing plans & recent changes

Notable Products

High-growth sites

With a launch record

View all

Verified revenue

View all

Newly registered

Domain < 3 months · with a launch record

View all

Low traffic, earning

< 10K monthly visits

View all