Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
HR & Careers/Interview Preparation·Mock interviews and interview coaching.
- Products
- 1,082
- +2 this week
- With traffic
- 432
- 144 over 10K/mo
- Total monthly visits
- 24.2M
- Top 3 account for 32%
Key Findings
- -9.8%
MoM traffic change for Interview Preparation
Browse by use case → - 8
sites doubled traffic two months in a row (2% of measured sites)
View products → - 43%
of revenue-verified products have under 10K monthly visits
View products → - 63%
of sites get most traffic from Organic Search
326 sites with channel data · View products →
Market Structure
Active sites form the largest tier (74%); domains registered within the past year make up 36%.
Site Tiers
438 websites · Hover for rules
Monthly Visits
432 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 158
Acquisition & Regions
Channels and regions rest on 326 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; India is the most common top region (50%).
Primary Channels
326 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search20763%
- Direct11836%
- Referrals00%
- Social Media00%
- Paid Ads1<1%
- AI Assistants00%
Top Countries & Regions
224 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Professionals (59% of classified benchmark products); Web App is the most common delivery form (90%).
Target Audience
438 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:API8MCP Server4
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
404 analyzed websites · Hover for rules
79%offer AI capabilities · 318 products
Revenue
Most common verified MRR band is $100–1K (31%); 8 products earn $10K+ MRR; median MRR per 1K monthly visits is $96.9.
Revenue Distribution
35 verified revenue · 6 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $96.9
Sub-use Cases
Most common sub-use case is Mock Interview with 589 products (54%).
Popular Sub-use Cases
1,082 classified products · multi-select
Launches & Pricing
697 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
383 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 287 | 39.2K | 21% | 8 |
| Show HN | 38 | 248.1K | 42% | 3 |
| TrustMRR | 25 | 34.2K | 32% | 15 |
| BetaList | 8 | — | 50% | 0 |
| Fazier | 8 | — | 38% | 0 |
| Uneed | 7 | — | 43% | 0 |
| App Store | 3 | — | 67% | 0 |
| 中国独立开发者 | 2 | — | 50% | 0 |
| V2EX | 2 | — | 50% | 0 |
| Findly.tools | 1 | — | 100% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Freemium | 159 | 8% | $15 |
| Subscription | 82 | 20% | $25 |
| Free | 67 | 1% | — |
| One-time | 50 | 2% | $19 |
| Usage-based | 16 | 13% | $6.35 |
| Contact Sales | 1 | 0% | — |
Monthly Entry Price
258 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- PracHubThe only prep that uses the real leaked questions515.2K/mo
- SnubberBuild the intuition. Ace the interview.Practice & Ace Your Interviews188.7K/mo
- Road to offerCase interview prep and practice Everything you need to earn your consulting offer.112K/mo
- AceRoundAce Every Interview with Undetectable AI80.7K/mo
- DSAPrepThe LeetCode tracker that won't let you forget.75.3K/mo
- InterviewSenseEvery round you'll actually face.60.6K/mo
Verified revenue
- CaseTutorGet the consulting offer.$3,3025.8K/mo
- Job BridgeAce Your Next Job Interview with Real-Time AI Interview Assistant$1,65015.2K/mo
- TechScreenThe AI interview tool they can't see.$1,53218K/mo
- Road to offerCase interview prep and practice Everything you need to earn your consulting offer.$1,448112K/mo
- OratoSpeak With Confidence.$1,086<5K/mo
- Voltage LearningAce Your Hardware Engineering Interviews$957.737.6K/mo
Newly registered
Domain < 3 months · with a launch record
- ChtaYour assistant for any conversation, any question.<5K/mo
- HireVue PracticePractice the HireVue before it practices you<5K/mo
- CodeKairoCrack your placements with daily DSA practice.<5K/mo
- Cla64.aiPractice AI Coding Interviews<5K/mo
- InterviewXCrack your next interview with InterviewX AI prep<5K/mo
- Data Science TriviaData Science Trivia — 280 data science interview questions and answers<5K/mo
Low traffic, earning
< 10K monthly visits
- Social SageThe #1 Social Skills Development App$782.24<5K/mo
- SociablBecome Socially Unstoppable$567.99<5K/mo
- Candidate FalconRealistic practice forUK Civil Service$380.027.7K/mo
- InterviewOraAce Every Interview withAI Interview Assistant$259<5K/mo
- ConvoSparrBook more meetings. Practice the call first.$228<5K/mo
- CodiviseThe AI Co-Pilot for Technical Interviews$91.17<5K/mo