quietmoneyDataexpert
Online training founded by Zach Wilson, a former Airbnb, Netflix, and Facebook data engineer: boot camps of about five weeks (data engineering, analytics engineering, AI engineering), a self-paced site-wide subscription course library, and pay-per-session mock interviews.
Zach Wilson broOne-line growth story, compiled by us from public sources; speculation is marked separately below.
Revenue over time
Real payments synced by TrustMRR, in USD, by calendar month, renewals included.
- MRR
- $55,127
- Revenue, last 30 days
- $42,829
- All-time revenue
- $4,750,685
- Active subscriptions
- 862
- Payments via
- Stripe
- Source
- TrustMRR, synced from the founder's payment account
1. Productwhat it sells, to whom, and how it charges
- Product
- Online training founded by Zach Wilson, a former Airbnb, Netflix, and Facebook data engineer: boot camps of about five weeks (data engineering, analytics engineering, AI engineering), a self-paced site-wide subscription course library, and pay-per-session mock interviews.
- Users
- Working engineers and job seekers who want to switch into or move up to data engineering, analytics engineering, and AI engineering roles
- Positioning
- Backed by the founder's personal brand and real big-tech experience, it pairs live-style boot camps with a low-priced subscription, aimed at job-seeking data engineers
- Pricing
- Snowflake and dbt analytics engineering boot camp $2,400 (one cohort); site-wide subscription $96/month (TrustMRR says $119/month); mock interviews from $50, some free Billing: mixed Free tier: yes Source: Homepage
- Prices on site
- $2400 Snowflake and dbt Analytics Engineering Boot Camp (billing type not stated); $96/mo All-Access DataExpert.io Subscription; mock interviews from $50 (some free)
- Team
- small team
- Acquisition entry points on site
- Discord community, app store
“No referral, invite, share, leaderboard or watermark mechanics visible. 'What you'll actually build' showcases student projects (no sharing mechanism). GitHub listed as tool/community link only.”Quote from the site
2. Channelswhere new users come from and what the traffic looks like
New-user source: SEO (Non-brand search). Similarweb last month: Direct 52.1%, Organic Search about 36%, social about 7% (YouTube, LinkedIn, Facebook); search terms are mainly the brand keyword dataexpert, and non-brand keywords such as data ai engineer roadmap are about 7%. The real source of new users is founder Zach Wilson's continuous posting on LinkedIn, X (51K followers), Instagram, TikTok, and YouTube, plus a free intro boot camp and free mock interviews, which then flows into brand search and direct visits. Existing users come back through the Discord community, the site-wide subscription, and newly opened boot camp cohorts.
Last month's traffic sources
Top channel measured by Similarweb, others estimated by rank
Five-class attribution
| Attributable new users, last month | Share |
|---|---|
| SEO | 7% |
| 7% | |
| Other | 86% |
Direct + brand search 81%. Direct and brand search count as viral only when the site shows sharing mechanics; the largest share wins, under 5% means Other.
Countries
| Country | Share of visits |
|---|---|
| United States | 39.49% |
| Pakistan | 10.63% |
| India | 10.29% |
| Netherlands | 5.66% |
| Philippines | 5.17% |
Language
English
Social sources
YouTube, LinkedIn, Facebook
Keywords
265 keywords · brand ~81% · organic 100% / paid 0%
| Similarweb top 5 keywords |
|---|
| dataexpert.io |
| dataexpert |
| dataexpert data engineer curiculum |
| data ai engineer roadmap |
| dataexpert?io |
Non-brand queries: data ai engineer roadmap
Referring sites
5 referring sites
| Site | Share of referrals |
|---|---|
| github.com | 2.49% |
| peec.ai | 0.28% |
Referrer categories
| Category | Share of referrals |
|---|---|
| Computers Electronics and Technology - Other | 23.75% |
| Finance - Other | 16.48% |
| News & Media Publishers | 11.87% |
| Programming and Developer Software | 2.49% |
| Digital Marketing | 0.28% |
Site metrics (Similarweb, last month)
- Visits, last 3 months
- 103.8K
- Visits MoM
- -49.67%
- Country rank
- United States #248456
- Category rank
- Human Resources (United States) #397
- Bounce rate
- 44.95%
- Pages / visit
- 2.16
- Visit duration
- 00:00:50
- Top 3 channels
- Direct › Organic Search › Organic Social (top channel 52.07%)
3. Growth pathhow the first users arrived and what kept it growing
Classification
Basics
Timeline
Growth loop
Revenue and scale clues
Confidence and gaps
Other sites that started via “Existing audience”
Similar sitessame category, also growing via SEO
FAQ
How much revenue does Dataexpert make per month?
About $49,281 last month (real payments synced by TrustMRR), #34 of 563 TrustMRR sites; the month before was $171,257.
Where do Dataexpert's new users come from?
New-user source: SEO (Non-brand search). New users mostly come from need-based searches Similarweb last month: Direct 52.1%, Organic Search about 36%, social about 7% (YouTube, LinkedIn, Facebook); search terms are mainly the brand keyword dataexpert, and non-brand keywords such as data ai engineer roadmap are about 7%. The real source of new users is founder Zach Wilson's continuous posting on LinkedIn, X (51K followers), Instagram, TikTok, and YouTube, plus a free intro boot camp and free mock interviews, which then flows into brand search and direct visits. Existing users come back through the Discord community, the site-wide subscription, and newly opened boot camp cohorts.
How much does Dataexpert cost?
Snowflake and dbt analytics engineering boot camp $2,400 (one cohort); site-wide subscription $96/month (TrustMRR says $119/month); mock interviews from $50, some free
Dossier confidence: medium. Parts 1 and 2 come from reading the site and Similarweb data; part 3 from public reporting, founder posts, Wayback snapshots, WHOIS and similar, with speculation marked.
The numbers: revenue comes from TrustMRR: real payments synced automatically from the founder's Stripe or other payment account, summed by calendar month, renewals included, in USD. Site visits come from the Similarweb public page; where it shows none, they are estimated from global rank or the TrustMRR payment count, as noted on the page.
Data through last month. Page updated 2026-10-31.