Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 15
AI Models & Agents/AI Search & Answer Engines·AI search engines and question answering over the web or a document collection.
- Products
- 1,317
- +6 this week
- With traffic
- 384
- 149 over 10K/mo
- Total monthly visits
- 426.5M
- Top 3 account for 81%
Key Findings
- -2.7%
MoM traffic change for AI Search & Answer Engines
Browse by use case → - 4
sites doubled traffic two months in a row (1% of measured sites)
View products → - 75%
of revenue-verified products have under 10K monthly visits
View products → - 75%
of sites get most traffic from Direct
289 sites with channel data · View products →
Market Structure
Low Traffic sites form the largest tier (71%); domains registered within the past year make up 28%.
Site Tiers
1,316 websites · Hover for rules
Monthly Visits
384 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 370
Acquisition & Regions
Channels and regions rest on 289 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (63%).
Primary Channels
289 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
Top Countries & Regions
275 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Professionals (19% of classified benchmark products); Web App is the most common delivery form (88%).
Target Audience
1,316 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:CLI Tool31SDK28
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
860 analyzed websites · Hover for rules
83%offer AI capabilities · 712 products
Revenue
Most common verified MRR band is $100–1K (33%); 2 products earn $10K+ MRR; median MRR per 1K monthly visits is $221.
Sub-use Cases
Most common sub-use case is Document Search with 352 products (27%).
Popular Sub-use Cases
1,317 classified products · multi-select
Launches & Pricing
541 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
1,236 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 1,002 | <5K | 6% | 2 |
| Show HN | 115 | 24.7K | 17% | 1 |
| BetaList | 40 | <5K | 8% | 1 |
| Uneed | 13 | 49.2K | 23% | 0 |
| V2EX | 13 | 71.2K | 31% | 0 |
| TrustMRR | 9 | — | 0% | 3 |
| Fazier | 8 | — | 13% | 0 |
| DevHunt | 7 | — | 29% | 0 |
| Findly.tools | 7 | — | 14% | 0 |
| 阮一峰周刊投稿 | 6 | — | 0% | 1 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Free | 233 | 0% | — |
| Freemium | 230 | 2% | $10 |
| Subscription | 133 | 2% | $15.92 |
| Usage-based | 43 | 5% | $9.99 |
| One-time | 24 | 0% | $19.99 |
| Contact Sales | 15 | 0% | — |
Monthly Entry Price
350 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- Face Search AIFace Search AI: Search the web with a face.211.1K/mo
- OceanirFind where a photo was taken.Using only what is in the picture.125.3K/mo
- Turath AIAsk across the Islamic tradition50.6K/mo
- Ai people searchAI People Search: Find Someone in an Image42.4K/mo
- ELI5Big ideas, made clear.34.3K/mo
- Reverse Video SearchAnswers about any video, in seconds.31.2K/mo
Verified revenue
- AskVideo.aiDon't Watch It Again.Ask What You Need to Know.$1566.8K/mo
- KryniaSearch company knowledge. Open the source behind every answer.$53.94<5K/mo
- Siora AiAgentic research chat, built for the way you actually ask$15<5K/mo
- GleanComplete context that makes AI work at enterprise scale.$16.7MClaimed3.3M/mo
- ExaThe world's data for AI agents>$100M/yrClaimed1.1M/mo
- Tinq.aiFull-Stack AI Workspace platform$3,500Claimed<5K/mo
Newly registered
Domain < 3 months · with a launch record
- HyperresearchResearch built on evidence.11.8K/mo
- HeybrainThe shared context layer for your AI workforce8.9K/mo
- NotestackYour knowledge, in orbit.<5K/mo
- Tesoro.helptesoro.help — unauthorized AI help desk for Tesoro High School<5K/mo
- WonderSearchSearch so good it feels like magic.<5K/mo
- JasenBaseHundreds of public data sources, tied into one web<5K/mo
Low traffic, earning
< 10K monthly visits
- Dodo LensAn advanced visual search app with reverse search tools$1,200Claimed<5K/mo
- MemfreeUnlock Accurate Answers Faster$1,000Claimed<5K/mo
- Mañanera de hoyMañanera de Hoy: resumen, transcripción y búsqueda con IA de la Mañanera del Pueblo$153Claimed<5K/mo
- BLUFSummarize and Chat with any PDF, Website or YouTube Video$150Claimed<5K/mo
- YumypediaTruth at Your Fingertips$50Claimed<5K/mo