Market

Live product catalog & traffic/revenue benchmarks · Updated Nov 14

Data & Analytics/Spreadsheets & Data Analysis AI·Spreadsheet tools and asking questions of data in natural language.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 851; +1 this week
With traffic: 388; 147 over 10K/mo
Verified revenue: 15; View products →
High-growth sites: 6; View products →
Total monthly visits: 21.9M; Top 3 account for 36%

Key Findings

-13.9%
MoM traffic change for Spreadsheets & Data Analysis AI
Browse by use case →
2
sites doubled traffic two months in a row
View products →
13%
of revenue-verified products have under 10K monthly visits
View products →
57%
of sites get most traffic from Organic Search
293 sites with channel data · View products →

Market Structure

Active sites form the largest tier (78%); domains registered within the past year make up 18%.

Site Tiers

393 websites · Hover for rules

Monthly Visits

388 websites

Recent Growth

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

Domain Age

<1 year: 69

Acquisition & Regions

Channels and regions rest on 293 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (24%).

Primary Channels

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

Top Countries & Regions

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

Positioning & Form

Most commonly targets Professionals (45% of classified benchmark products); Web App is the most common delivery form (82%).

Target Audience

393 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:CLI Tool14 SDK2

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

340 analyzed websites · Hover for rules

49%offer AI capabilities · 166 products

Revenue

Most common verified MRR band is $1K–10K (47%); median MRR per 1K monthly visits is $47.3.

Revenue Distribution

15 verified revenue · 5 without traffic data

Verified MRR by monthly visits
MRR	No Traffic	Under 10K	10K–100K	Total
Under $100	2	0	0	213%
$100–1K	2	2	2	640%
$1K–10K	1	0	6	747%
$10K–50K	0	0	0	0
$50K+	0	0	0	0

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $47.3

Sub-use Cases

Most common sub-use case is Natural Language Data Queries with 180 products (21%).

Popular Sub-use Cases

851 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

437 products launched in the last 12 months, led by Product Hunt; Freemium is the most common pricing model with $15/mo median entry price.

Launch Timeline

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

Launch Channels

310 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	213	37.9K	21%	3
Show HN	55	95.8K	36%	2
BetaList	12	49.2K	42%	1
TrustMRR	10	—	50%	7
Fazier	7	—	14%	0
V2EX	5	—	20%	0
DevHunt	3	—	0%	0
App Store	1	—	0%	0
中国独立开发者	1	—	100%	0
Findly.tools	1	—	0%	0