CASE STUDY – BOUTIQUE M&A ADVISORY
More owners pick up when there's nothing to sell.
A growing boutique M&A advisory firm uses buy-side searches – where the owner pays nothing and risks nothing – to open relationships a sell-side pitch never could. AI agents built by Analyst3 run the target research and outreach so the firm can offer that at scale, behind its own brand.
At a glance
The short version.
The insight
A buy-side approach costs the owner nothing and risks nothing – so far more owners are willing to talk.
What changed
The firm can now run buy-side searches at scale – a service its bandwidth couldn't support before.
The payoff
Relationships on both sides – buyers who retain it, and owners it can come back to when they're ready to sell.
Who stays in front
The firm is the face of every conversation; AI agents built by Analyst3 run the research and outreach behind it.
The situation
A service it wanted to offer, but couldn't resource.
The firm's edge is relationships and sourcing, but proactive buy-side search is a tedious, manual grind – desktop research, portfolio checks, matching size, geography and industry. Against a full sell-side workload, buy-side mandates kept getting under-resourced. And sell-side outreach alone hits a wall: plenty of owners simply don't want to be put through a broad, marketed sale process. The firm wanted a lower-friction way to start relationships – and a way to actually run buy-side searches without the grind.
- Buy-side research is tedious and easy to deprioritize against live deals
- Sell-side outreach alone turns away owners not ready for a process
- The firm wanted a lower-friction first conversation with owners
- Bandwidth kept the service from being offered at scale
What went live
Buy-side search, run behind the firm's brand.
Conflicts-cleared targeting
AI agents build and screen each target list against the buyer's criteria; the client pre-clears for conflicts and the firm keeps control of the messaging.
Outreach in the firm's voice
Scripts are written in the firm's own tone, and iteration lifted reply rates as the messaging moved toward 'a quick observation, curiosity over credentials.'
Not-ready becomes opportunity
When an owner isn't ready for a full process but says 'bring me a qualified buyer, and I'll talk,' that becomes a direct-intro or finder's opportunity instead of a dead end.
Rejection as relationship-building
'Not interested' replies are worked as relationship-building – capturing timelines, offering a buyer introduction or a preliminary read – rather than closed doors.
Parallel searches
Several searches run at once on a low, success-oriented fee model, alongside the firm's own channels, with no added headcount.
The firm stays the face
The research, outreach and follow-up run in the background; every conversation and relationship remains the firm's.
The value
Doors a sell-side pitch can't open.
Buy-side gives the firm a reason to reach owners with nothing to sell them – no fee, no downside – so more of them engage. Every search builds two kinds of relationship: buyers who retain the firm for origination, and owners it can return to when they're ready to sell. And it runs as an additional, always-on line without pulling the partners off client work – a service the firm can now offer precisely because the grind is handled for it.
What's realistic
Relationships first; deals take time.
Buy-side search is a long game – most owners aren't ready today, and outreach converts slowly. The value here isn't a fast close; it's a low-friction way to keep opening relationships on both sides of the table, and the ability to offer a service the firm couldn't resource before. Early signals are healthy – reply rates improving as the messaging sharpens – but this is about relationship capital and capacity, not a headline number.
"Buy-side is the easiest door to open – there's no cost and no risk to the owner, so people actually talk. It's become how we build relationships that turn into mandates later. We just never had the bandwidth to run these searches properly until now."
Managing Partner, boutique M&A advisory firm
Results
More doors, more relationships.
A service it can now offer
Buy-side search runs at scale – a line the firm couldn't resource before.
Lower-friction conversations
Owners engage because there's no fee and no downside.
Relationships on both sides
Buyers who retain the firm, and owners to return to when they're ready to sell.
The firm stays the face
AI agents built by Analyst3 run the research and outreach behind the brand; the relationships stay the firm's.
Want buy-side to open doors for you?
We'll talk through your mandates, your buyer relationships and where the first search slots in.