Market

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

Design/Photo Editing & Enhancement·Retouching, background removal, upscaling, object removal and batch editing.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 3,569; +77 this week
With traffic: 1,433; 492 over 10K/mo
Verified revenue: 89; View products →
High-growth sites: 85; View products →
Total monthly visits: 297.4M; Top 3 account for 34%

Key Findings

-5.6%
MoM traffic change for Photo Editing & Enhancement
Browse by use case →
12
sites doubled traffic two months in a row
View products →
25%
of revenue-verified products have under 10K monthly visits
View products →
75%
of sites get most traffic from Direct
1,105 sites with channel data · View products →

Market Structure

Low Traffic sites form the largest tier (59%); domains registered within the past year make up 44%.

Site Tiers

3,508 websites · Hover for rules

Plus 50 store or hosted-page products

Monthly Visits

1,433 websites

Recent Growth

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

Domain Age

<1 year: 1,560

Acquisition & Regions

Channels and regions rest on 1,105 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (56%).

Primary Channels

1,105 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel

Top Countries & Regions

1,060 websites · Latest channel month per site · by top region

Positioning & Form

Most commonly targets Creators & Solopreneurs (34% of classified benchmark products); Web App is the most common delivery form (89%).

Target Audience

3,558 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:MCP Server42 CLI Tool23 SDK22

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

2,882 analyzed websites · Hover for rules

66%offer AI capabilities · 1,897 products

Revenue

Most common verified MRR band is Under $100 (42%); 6 products earn $10K+ MRR; median MRR per 1K monthly visits is $6.24.

Revenue Distribution

89 verified revenue · 50 without traffic data

Verified MRR by monthly visits
MRR	No Traffic	Under 10K	10K–100K	100K+	Total
Under $100	25	10	2	0	3742%
$100–1K	20	9	2	5	3640%
$1K–10K	4	2	3	1	1011%
$10K–50K	1	0	0	2	33%
$50K+	0	1	1	1	33%

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $6.24

Sub-use Cases

Most common sub-use case is Background Remover with 888 products (25%).

Popular Sub-use Cases

3,569 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

1,930 products launched in the last 12 months, led by Product Hunt; Free is the most common pricing model.

Launch Timeline

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

Launch Channels

3,370 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	2,605	10.7K	10%	12
Show HN	166	73.5K	21%	4
Findly.tools	97	<5K	7%	0
Fazier	82	36.2K	20%	0
TrustMRR	78	6.1K	5%	40
V2EX	64	10.4K	13%	0
中国独立开发者	49	7.1K	10%	0
BetaList	44	5.4K	7%	2
Uneed	39	77.5K	28%	0
App Store	34	4.7M	41%	1