Market

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

Industry Software/Brick-and-Mortar Retail·POS, store inventory and retail operations.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 676; +15 this week
With traffic: 239; 101 over 10K/mo
Verified revenue: 10; View products →
High-growth sites: 6; View products →
Total monthly visits: 36.8M; Top 3 account for 49%

Key Findings

-9.6%
MoM traffic change for Brick-and-Mortar Retail
Browse by use case →
2
sites doubled traffic two months in a row
View products →
50%
of revenue-verified products have under 10K monthly visits
View products →
85%
of sites get most traffic from Direct
182 sites with channel data · View products →

Market Structure

Low Traffic sites form the largest tier (64%); domains registered within the past year make up 29%.

Site Tiers

671 websites · Hover for rules

Monthly Visits

239 websites

Recent Growth

Grew every recent month · banded by the slowest month · from ≥100 visits

Domain Age

<1 year: 197

Acquisition & Regions

Channels and regions rest on 182 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (35%).

Primary Channels

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

Top Countries & Regions

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

Positioning & Form

Most commonly targets Small Businesses (55% of classified benchmark products); Web App is the most common delivery form (90%).

Target Audience

671 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:MCP Server10

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

550 analyzed websites · Hover for rules

37%offer AI capabilities · 202 products

Revenue

Most common verified MRR band is Under $100 (30%); 4 products earn $10K+ MRR; median MRR per 1K monthly visits is $933.38.

Revenue Distribution

10 verified revenue · 0 without traffic data

Verified MRR by monthly visits
MRR	Under 10K	10K–100K	100K+	Total
Under $100	2	1	0	330%
$100–1K	1	0	0	110%
$1K–10K	2	0	0	220%
$10K–50K	0	1	0	110%
$50K+	0	1	2	330%

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $933.38

Sub-use Cases

Most common sub-use case is Retail POS with 349 products (52%).

Popular Sub-use Cases

676 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

336 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $23/mo median entry price.

Launch Timeline

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

Launch Channels

608 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	565	7.7K	9%	1
BetaList	17	115.4K	35%	0
Show HN	7	—	29%	0
TrustMRR	7	—	14%	2
App Store	3	—	33%	0
Fazier	2	—	0%	0
中国独立开发者	1	—	0%	0
DevHunt	1	—	0%	0
Google Play	1	—	100%	0
IndiePage	1	—	0%	0