OzBargain
👤 Scott Yang (Solo dev who ran it 5 years as a near-zero-cost hobby (2006-11), letting Australia's deal crowd compound before he needed a wage.)🌐 sitescottyang.com𝕏LinkedIn
A site that sells nothing cracked Australia's top 100 — the crowd posts the deals, advertisers pay for the crowd.
Will it work? · our read
Deep but capped. An 18-year community moat almost nobody can dislodge inside Australia — yet it's capped by geography and dependent on Google for traffic and ad rates. Deep, not scalable.
01How the money moves
Users post & up-vote deals (free UGC)
→
Millions arrive via Google + daily habit — 40M views/mo
→
Display ads on every page turn views into revenue
02The numbers
40M+
page views / month
founder
40%
annual ad-rev growth
Publift
about 4
full-time staff
reports
Absolute revenue is undisclosed; figures are reach and growth, not dollars. See honesty. Publift
Undisclosed. Est $2-6M/yr in ad revenue (our est from about 40M views/mo).
03Weight class — CENTStap an axis
Control Mid
Owns the brand and community, but leans on Google for both search traffic and ad rates — a dependency it can't cut.
04The key move
Sell nothing
Yang refused to become a store. The crowd posts and votes deals; OzBargain takes no cut and no affiliate biases the ranking. Neutrality kept trust, the crowd kept posting, and ads did the earning.
our read
The counter-intuitive move
Neutrality capped upside too: cashback/affiliate sites (Cashrewards, Honey) monetize the transaction and fetch bigger valuations. OzBargain left the richest money on the table.
our read
05Where the moat is
Why a well-funded rival still can't dislodge it inside Australia:
18 years of deal history + SEO authorityCommunity posts every deal for freeDaily-check habit for AU bargain huntersHyper-local deals global sites ignore
06How it diesmedium confidence
Dies if Google throttles its traffic or ad rates crater — OzBargain controls neither. A single-country, ad-only community has no pricing power and no second act; the NZ and Singapore clones never caught fire. our read
Show evidence · counter
Evidence: Fact: revenue is 100% ads and most traffic is Google-fed (AdSense + search). Our read: the small NZ/Singapore spin-offs show the model doesn't travel.
Counter: The moat is 18 years and habit-deep; even if Google shifts, a loyal daily crowd and direct ad deals cushion the fall — decline would be slow, not sudden.
07Against rivals
In Australia's deals niche OzBargain is the default; rivals monetize the transaction, it monetizes attention. our read
08Who uses it
AU bargain huntersCost-of-living saversGadget deal-seekersRetailers buying reachBlack Friday shoppers
★Would it work for you?
Do you have a local or niche crowd you could gather for years — one that would make your content for free?
OzBargain's moat took 5 unpaid years before a wage. Could you last that long? We don't score you — you answer.
🚀Use it as a launchpada prompt for your own AI
Copy → paste into your AI → then develop it freely in the conversation.
You are a sharp, honest startup strategist. Use the proven case below as a launchpad for MY idea — help me find my own angle, not copy it.
<my_profile>
Domain I know: [your domain]
My unfair advantage (access/audience): [your edge]
Interests: [your interests]
Resources & goal: [your resources] · [your goal]
</my_profile>
<case name="OzBargain" model="ad">
What it does: Australia's community deal board — the crowd posts every bargain for free, and OzBargain monetizes the attention with ads.
Why it won (moat): 18 years of deal history, SEO authority, and a daily-check habit for AU bargain hunters — a local network effect global sites ignore.
Weakest axis (CENTS): Scale — a single-country, ad-only community with no pricing power; clones in NZ and Singapore never caught fire.
How it could die: Google throttles its traffic or ad rates crater — OzBargain controls neither — and an ad-only model has no second act.
</case>
<task>
Be a skeptical operator, not a cheerleader. No generic startup platitudes. If my angle is weak, say so plainly.
First, a reality check: markets like this mostly fail. State the honest base rate (how crowded/hard is this?) and the ONE specific thing that would have to be true for ME to be the exception — grounded in my profile above.
Then a compact table:
- Fit — does this pattern suit my edge, or fight my gap?
- Angle — my sharpest differentiation vs OzBargain (concrete, not "better UX")
- Distribution — exactly where my first 100 users come from (this is the hardest part — be specific, not "content marketing")
- Risk — its "how it dies" (above) in MY situation
Finish with one line: "The single thing to do next."
Use only the facts above; if data is thin, say so — never invent numbers.
Then stay with me and go deeper on whatever I ask — tech stack, rough cost & time, the smallest MVP to test, pricing, or timing.
</task>
✓ Copied — paste into your AI
👤Placeholders like [your domain] auto-fill from your profile — example values for now.Set up profile →
Sourcesupdated · daily
Publift — 40% annual ad-revenue growth, 68% CPM lift (ad-partner case study)Rice n Mics podcast #35 — Scott Yang: about 40M views/month, founded 2006The New Daily (2016) — 'the website that sells nothing'Scott Yang on LinkedIn — founder, OzBargain.com.auOzBargain — ad-funded, opt-out affiliate, community deal voting
OzBargain does not publicly disclose revenue. The widely-cited $12.4M (ZoomInfo) is an unverified aggregator estimate — treat with caution. Our $2-6M/yr is a reasoned estimate from about 40M monthly page views at typical display RPMs, not a disclosed figure (sourced EST, verified false). First-party confirmed: founded Nov 2006 by Scott Yang; a part-time hobby until it went full-time in 2011; about 40M views/month (Yang); 40% YoY ad-revenue growth and 68% CPM lift (Publift); 100% ad-funded with opt-out affiliate for logged-out users; about 4 staff; an Australian top-100 site. No dramatic pivot — it won on patience and community neutrality. The 'sells nothing' positioning is documented; the read that neutrality built the moat is our interpretation [our read]. We never score you.