How AIME Sources 250+ Off-Market Deals In The Background.
The prompt architecture, the data sources, and how we route qualified sellers into human conversations inside seventy-two hours.
Why Off-Market Sourcing Is The Only Sourcing That Matters
Every business on BizBuySell has been shopped. Every deal on an investment bank's teaser list has been shown to fifty other buyers. If you want to buy a business at a fair multiple with terms that actually work, you need to be talking to sellers before anyone else is. That is the whole game.
AIME is our AI workforce for off-market sourcing. It runs continuously in the background — seeding, enriching, writing personalized outreach, and routing qualified conversations to humans inside seventy-two hours. Here is how the stack works.
The Four Layers Of The Stack
- ◆Seed layer — SIC and NAICS pulls across target verticals, refreshed weekly. Filtered by geography, headcount band, and years in operation.
- ◆Enrichment layer — ownership age, tenure, prior liquidity, digital footprint, job post signal, and local news coverage.
- ◆Prompt layer — three-touch personalized outreach written in the seller's own language, referencing something the seller actually built.
- ◆Handoff layer — any reply is triaged and routed to a human inside seventy-two hours. AIME never negotiates.
Why It Actually Converts
Cold M&A outreach fails when it reads like a template. AIME reads the target's website, their reviews, and their local news before it writes. The first message references something the owner actually built — a specific location, a named product line, a piece of local press. Reply rates run four to six times a generic template blast.
"If your first message could have been sent to a hundred other businesses, it will be ignored by all of them."
The Numbers Last Quarter
| Metric | Result |
|---|---|
| Targets contacted | 3,120 |
| Positive replies | 412 |
| Reply rate | 13.2% |
| Qualified conversations | 251 |
| Signed NDAs | 94 |
| IOIs issued | 34 |
| LOIs issued | 17 |
| Under LOI or closed | 6 |
A thirteen percent reply rate on cold M&A outreach is not normal. The industry average for a generic template blast sits between one and three percent. The difference is not the volume — it is the personalization layer that reads the target before the message goes out.
Where Humans Sit
Every qualified conversation is a human. AIME never negotiates. AIME sources, qualifies, and hands off. The deal itself is run by our team, the lawyer, and the CPA — the same as it has always been. The value of AI in M&A is not replacing the operator. It is removing the cold-outreach labor that used to keep the operator from ever getting to the conversation.
What This Looks Like For A Thesis-Driven Buyer
If you are running a specific thesis — a vertical, a geography, a size band — AIME can be pointed at it inside a week. Typical ramp is fourteen days from thesis lock to first outreach batch, thirty days to the first qualified conversation, ninety days to the first LOI-ready opportunity. Those are median numbers across the buyers we currently source for.
- ◆Week 1 — thesis lock, vertical map, first seed pull.
- ◆Week 2 — enrichment complete, first outreach batch live.
- ◆Week 4 — first qualified conversations handed off.
- ◆Week 8 — first NDAs signed, financials flowing.
- ◆Week 12 — first LOI-ready opportunities on the table.
Want AIME sourcing for your thesis?
Book a call. We will scope your vertical and tell you what a real off-market pipeline looks like inside ninety days.
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