How We Built an AI That Scores Online Business Listings — and Why
The best online business deals don't wait. Empire Flippers lists a quality SaaS business on Monday morning. By 10am, two deal groups have already pinged the broker. By Wednesday, there's an LOI on the table. If you checked your email Thursday — you missed it.
That was the pattern I kept seeing. I was following 4 brokers, getting 20–30 new listings a week, and spending hours trying to figure out which 3 were actually worth looking at. Most were junk. A few were excellent. I had no systematic way to tell them apart quickly.
So I built one.
What Deal Alert AI actually is
Deal Alert AI is an AI system that monitors Empire Flippers, Flippa, Acquire.com, and Quiet Light every day, scores every new listing against 20+ factors, and sends subscribers a ranked morning digest with only the deals worth investigating. Think: Bloomberg Terminal, but for online business acquisitions.
The scoring model considers:
- Multiple fairness (asking price vs earnings, benchmarked by category)
- Business age and maturity (older businesses with stable revenue are lower risk)
- Traffic source quality (organic SEO vs paid dependency)
- Revenue concentration risk (is 80% coming from Amazon/one client/one keyword?)
- Growth trajectory (last 6 months trending up, stable, or declining)
- Red flag extraction from the listing description
The free AI Deal Analyzer takes this one step further — paste any listing from anywhere, and it returns a BUY / NEGOTIATE / WALK AWAY verdict in under 30 seconds with specific green flags, red flags, and the 3 questions you should ask the seller before signing anything.
The numbers so far
The revenue model (transparent)
I believe in being clear about how we make money, because it affects whether you should trust what we say:
- Affiliate partnerships with Empire Flippers, Flippa, Acquire.com, Quiet Light, and Motion Invest. When a user clicks through and transacts, we earn a referral fee. This is disclosed on every page.
- The SBA Acquisition Pack at $67 — LOI template, 42-item lender checklist, DSCR calculator. Shown at the end of every AI analysis to buyers ready to move.
- Subscriptions — the paid alert tier ($29/month or $197/year) for personalized daily scored deals filtered to your budget and criteria.
- Display advertising on high-traffic informational pages.
Nothing in our affiliate relationships changes the scores we give to listings. A deal that scores 35 is a WALK AWAY regardless of whether it's listed on a partner marketplace.
Where we're going
The vision is a full Revenue Intelligence Terminal for acquisition entrepreneurs — morning brief, live deal board, AI deal scoring, portfolio tracker, and the tools to close and finance deals. We're building the Bloomberg Terminal that every acquisition entrepreneur should have on their screen every morning.
This business is built to be acquired. We're adding value, building audience, building partnerships, and building the kind of product that an Empire Flippers, a private equity firm, or a media company in the M&A space would want to own.
The team
Right now, it's me — Sophal Lanh. Solo founder, zero outside funding. Every line of code, every blog post, every partnership. I believe in building lean until the product proves itself, then scaling what works. Deal Alert AI proves itself every morning at 7am when 847 subscribers open their deal digest.
If you want to partner, acquire, or just say hi: the contact form is on the partners page.