Acquired M&A Evaluation Framework
A five-step scorecard for judging whether a big company's acquisition of a small company was actually a good use of capital.
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 5
- Confidence
- 82%
This is the recurring methodology the hosts use to analyze every acquisition on the show, applied here to Google's purchases of Where2, Keyhole, and Zip Dash. Instead of just looking at price paid, the framework forces you to categorize what was really acquired, imagine the counterfactual world where the deal never happened, extract generalizable lessons ('playbook'), compare the value created for the world against the value the acquirer actually captures as revenue, and finally assign a letter grade from F to A+. It resists the temptation to judge deals purely on purchase price or short-term financials, instead weighing strategic fit, asset durability, and long-run financial upside together.
Origin
Extracted from Acquired
Core principles
- 01Classify what was actually bought (people, tech, product, business line, asset, or other) before judging price.
- 02Always ask 'what would have happened otherwise?' to isolate the acquisition's true counterfactual value.
- 03Separate the story (playbook/tech themes) from the score (letter grade) so lessons aren't lost in the verdict.
- 04Weigh strategic fit and asset durability alongside financial return, not financial return alone.
- 05Reserve the top grade (A+) for the rare deals that win on every dimension simultaneously.
How to run it
- 1
Categorize the Acquisition
Determine the primary value the acquirer actually bought: people, technology, product, a business line, an asset, or something else entirely.
Pro tip If you can't cleanly pick one category, the deal is probably more complex (and interesting) than it first appears.
- 2
Run the Counterfactual
Ask what would have happened if the deal never closed: would the acquirer have built it internally, would a rival have bought it, or would the target have survived independently?
Watch out Don't assume the acquirer would have eventually built it themselves — internal priorities and bandwidth are often the real blocker.
- 3
Extract the Playbook
Pull the generalizable, repeatable lessons from how the deal and its integration played out that can be applied to future investments or company-building decisions.
- 4
Analyze Value Creation vs. Value Capture
Estimate the total value the acquired product now creates for users and partners, then compare it to how much of that value the acquirer actually captures as revenue.
Pro tip Benchmark against comparable business models (marketplaces, platforms, API businesses) to sanity-check whether the capture rate is high or low.
- 5
Assign a Letter Grade
Combine strategic fit, asset durability, and financial return into a single grade from F (money set on fire) to A+ (best-in-class on every dimension), reserving A+ for only the rarest deals.
Watch out Don't let one dimension (e.g., low purchase price) inflate the grade if the strategic or financial upside is mediocre.
In the wild
Applying the framework to Where2/Keyhole/Zip Dash: categorized as technology acquisitions, counterfactual showed no other credible acquirer existed, and the value-creation analysis revealed billions in eventual ad and API revenue built on a sub-$50M purchase price.
→ Graded an A — just short of the A+ reserved for Instagram and Booking.com, mainly because Maps carries much higher physical-world maintenance costs than a pure software business.
Facebook bought Instagram for $1B; two years later its revenue run rate approached $10B, on an asset-light, high-margin tech business.
→ Set as the show's standing A+ benchmark against which all other acquisitions, including Google Maps, are compared.
Priceline Group's acquisition of Booking.com became an enormous share of the parent company's revenue over time.
→ Confirmed alongside Instagram as one of only two A+ grades issued on the show up to that point.
Common mistakes
Grading purely on purchase multiples
Judging a deal only by price-to-revenue ratios ignores strategic asset value like data moats, which can take a decade to monetize (as with Google Maps).
Skipping the counterfactual
Without asking what would have happened otherwise, it's easy to overrate a deal that the acquirer likely would have replicated internally anyway.
Is it for you?
Best for
Founders, investors, and corp-dev teams doing retrospective or prospective analysis of M&A deals, especially platform or infrastructure acquisitions.
Not ideal for
Fast, single-metric decisions (e.g., a quick go/no-go on a small tuck-in acquihire) where a full strategic post-mortem isn't warranted.
From the transcript
“this is where we select whether it the the acquisition was primarily done or the main value that was acquired was people, technology, product, a…”
“we've we've definitely become more interested in what are the learnings from the actions that that Google took and where to took here that we…”
“Like an F is they lit the money on fire.”
From the episode
Google Maps