Liquid Lock
The lens · how the principal reads a company

How I read a company.

Every operator says they look at the whole business. Almost none will tell you in public what they ask for first, what they look at, and what usually turns out to be wrong. This page does. Seven departments, the same six questions each, so you can watch the reading before you buy it.

Every lane follows the same structure. What I ask for first. The questions I ask. What usually turns out to be wrong. The first thirty days. What good looks like, with a public benchmark and its source printed underneath where one exists. What it does to the multiple.

No fee, no deck

If this reads like your company, send me one document, the last board pack, the CRM stage report or the cohort retention table. I will come back with the three questions I would ask first.

Send me one document
The map

Seven Lanes. One Multiple.

Select a lane below to read it
01

Sales

The department most likely to be blamed and least likely to be the actual problem.

What I ask for first
The CRM export, every opportunity for the last four quarters with its full stage history and every close date change. The export, not the dashboard. The dashboard is what someone wants me to see.
The current comp plan and the two before it.
Forecast against actuals, by quarter, for six quarters.
The stage definitions document, if one exists. Usually it does not, and that is a finding.
The last three pipeline review decks.
The questions I ask
What has to be true for a deal to move from stage two to stage three, and does the system enforce it or does the rep decide?
How many times did the average closed won deal have its close date pushed before it closed?
What is the comp plan paying for, bookings, revenue or margin, and is that the number the board is measured on?
Who owns the forecast, and what happened the last time it was missed?
What usually turns out to be wrong
Stages defined by what the rep did rather than what the buyer committed to, so the pipeline measures activity and calls it progress.
Comp paying on bookings while the sponsor is measured on net revenue, so the company is paying people to do something slightly different from what it needs.
A forecast built bottom up from rep optimism with no historical conversion applied to it.
A pipeline problem that is actually a qualification problem, which is why more marketing spend did not fix it.
The first thirty days
Rebuild stage definitions around buyer actions and make the system enforce them.
Apply the last six quarters of stage conversion to the current pipeline and show the board the gap between that and the forecast.
Map every element of comp to the metric the sponsor is paid on, and list the mismatches.
Cut the pipeline review to one page.
What good looks like

In the second quarter of 2025, across roughly 47,000 quota carrying reps at 246 cloud and software companies, 57% missed quota. So if half your team misses, you are at the median, not in crisis. If eighty percent miss, either the quotas were set from a plan nobody believed or the stage math is fiction. A forecast that lands within five percent of actuals for three consecutive quarters is a real target. Within ten is acceptable.

Source, RepVue Q2 2025 Cloud Sales Index, as reported by QuotaPath.
What it does to the multiple

A buyer pays more for revenue that arrives when the company said it would. The same dollar, forecast within five percent, is worth more at exit than that dollar arriving as a surprise, because the buyer is pricing their own ability to plan around it.

02

Marketing

The department I have run for twenty years, which is why I am hardest on it.

What I ask for first
Spend by channel for eight quarters, set against pipeline sourced and revenue closed from each channel.
The attribution model, who built it, and when it was last questioned.
The ideal customer profile document and the date on it.
The last positioning exercise and the competitor set it was tested against.
Website analytics with conversion by page, not by session.
The questions I ask
If marketing spend went to zero tomorrow, what does pipeline look like in ninety days? The answer tells you what the spend is actually buying.
Which segment closes fastest at the highest contract value, and what share of the budget goes to it?
Who decided the positioning, when, and has a customer ever been asked whether it is true?
What does the head of sales privately think a marketing lead is worth?
What usually turns out to be wrong
Demand generation spend pointed at a pricing or packaging problem, so every dollar buys a losing unit economic faster.
Marketing qualified leads counted as success while sales quietly ignores them, and nobody has reconciled the two definitions.
An attribution model that credits the last click and starves the channels that actually start deals.
Positioning inherited from the founder and never tested against a lost deal.
The first thirty days
Freeze net new spend. Nothing moves until the funnel is rebuilt from closed won backwards.
Cut every channel that sourced nothing that closed in eight quarters.
Fix the segment definition before touching a word of messaging.
Put sales and marketing in one room with one definition of a qualified opportunity, and do not leave until it is signed.
What good looks like

Pipeline sourced per dollar, by channel, agreed with the head of sales. A positioning sentence the sales team actually says on calls without being told to. Acquisition payback benchmarked against the company’s own cohorts rather than an industry average, because payback varies more by contract value than by anything else and an industry median will mislead you in both directions.

What it does to the multiple

Sales and marketing efficiency is a line a buyer reads directly. A company that can show which dollar of spend produced which dollar of revenue is priced as a machine. One that cannot is priced as a bet.

03

Customer Success

Missing from most operating reviews entirely, and often the single largest lever on the exit.

What I ask for first
Cohort retention by starting quarter, logo and revenue, for every cohort since the sponsor invested.
Gross churn with the reasons coded, not free text.
Time from contract signature to first measurable value, by segment.
The renewal calendar for the next twelve months with a named owner on each line.
The top twenty accounts by revenue and the date someone last spoke to each of them.
The questions I ask
What is gross revenue retention, on its own, separate from net? Most companies quote net because it is the flattering one.
Where does a customer go the day after the deal closes, and who is measured on whether they are still here in a year?
What did the last ten customers who left have in common in their third month?
How many of the top twenty renew in the next two quarters, and who has spoken to them this month?
What usually turns out to be wrong
Net retention looks healthy because expansion in a handful of accounts is hiding gross churn everywhere else.
Onboarding is owned by nobody, so the first ninety days are whatever the account manager happens to do.
Success is measured on tickets closed and satisfaction scores rather than on revenue retained.
Renewals are discovered thirty days out, which is how a negotiation becomes a rescue.
The first thirty days
Separate gross from net retention and put both on the board page, permanently.
Code every churn reason for the trailing twelve months, then read them by cohort.
Build the renewal calendar and assign an owner to every line above a revenue threshold.
Give every top twenty account a named executive who is measured on it.
What good looks like

In SaaS Capital’s 2025 survey of private B2B software companies above one million in recurring revenue, companies with average contract values between 25 and 50 thousand dollars reported median net revenue retention of 102%, with the top quartile at 111 and the bottom quartile at 97. Net retention rises with contract value. So a company at 100% with a 30 thousand dollar contract is at the median. A company at 100% with a 150 thousand dollar contract is underperforming its peers, and the sponsor may not know it.

Source, SaaS Capital, 2025 Retention Benchmarks for Private B2B SaaS.
What it does to the multiple

In recurring revenue, retention is the input a buyer weights most heavily, because it is the one that tells them what the revenue will do after they own it. A point of gross retention is worth more at exit than a point of new logo growth, and it is usually cheaper to get.

04

Operations

Treated as a cost centre in most portfolio companies. It is the margin lever.

What I ask for first
The process map from order to cash. Usually there is not one, and drawing it in week one is the fastest way to learn the company.
The vendor list with annual spend and contract end dates.
The org chart with actual reporting lines, not the one from the last board deck.
Cost to serve by customer segment, if anyone has ever calculated it.
The ten most frequent escalations to the leadership team in the last quarter.
The questions I ask
Where does work sit and wait? Every company has three places and can usually name one.
What does it cost to serve the smallest customer against the largest, and does pricing know the answer?
Which vendor would you not renew if you had to decide today, and why is it still here?
Which decisions land on the chief executive that have no business landing there?
What usually turns out to be wrong
Unit economics calculated only as a blended average, so the segment that loses money is invisible inside the one that makes it.
Vendor sprawl inherited from three finance leaders ago, each of whom added and none of whom removed.
Handoffs that exist because two departments do not trust each other’s data, dressed up as process.
Decision rights that were never written down, so everything escalates.
The first thirty days
Cost to serve by segment, even roughly. Rough and honest beats precise and absent.
A vendor consolidation list with a date and an owner on every line.
One process mapped end to end, order to cash, with every wait state marked.
Decision rights written on one page and signed by the leadership team.
What good looks like

Gross margin holding or rising while revenue grows, which means the company is not buying growth with margin. Cost to serve known per segment and reflected in pricing. Days sales outstanding trending down quarter on quarter. These are the company’s own numbers against its own history, and they do not need an external benchmark to be meaningful.

No external benchmark here on purpose. Margin structure varies too much by business model for a cross industry figure to mean anything.
What it does to the multiple

Every point of margin is priced at the multiple. A company that improves EBITDA margin by three points on flat revenue has created more enterprise value than one that grew revenue ten percent at the old margin, and it did it without a single new customer.

05

Finance & Reporting

Not a department I run. It is the one whose documents I read first, so it earns a lane.

What I ask for first
The last four board packs, side by side.
The operating model, and the closed quarter it was last reconciled against.
Actuals from the ledger for the same periods, straight from the system.
The cash conversion cycle, or the inputs to calculate it if nobody has.
The list of manual adjustments made to get the last pack out the door.
The questions I ask
Do the board pack, the CRM and the ledger tell the same story for last quarter, and if not, which one does the board believe?
When was the model last wrong by more than ten percent, and what changed in it afterwards?
How many days between quarter end and a pack the board can trust, and how many people touch the numbers on the way?
What is the one figure the chief executive quotes that finance would phrase differently?
What usually turns out to be wrong
A pack that tells a narrative the source systems do not support, assembled by hand, with the reconciliation living in one person’s head.
A model that has never been reconciled to a closed quarter, so it forecasts confidently from assumptions nobody has tested.
Bookings, revenue and cash used interchangeably in the same meeting.
Working capital treated as an accounting detail rather than as money the company could be using.
The first thirty days
One set of numbers, one owner, one page. Every figure on the board page traceable to a system.
Reconcile the model to the last two closed quarters and publish the variance.
Define bookings, revenue and cash in writing and use the words that way from then on.
Calculate the cash conversion cycle and put it next to the growth rate, where the board can see them together.
What good looks like

A board that has stopped asking which number is right. A pack that closes in under ten business days with no manual bridge. A model whose last three quarters landed within ten percent, and whose misses were explained in the pack rather than discovered in diligence.

Own numbers against own history. The benchmark that matters is the one a buyer’s diligence team will build in week one, so build it first.
What it does to the multiple

Diligence is the exit. Clean, reconciled numbers shorten it and let the buyer underwrite the story. Numbers that need a bridge get repriced, because every unexplained variance becomes a reason to hold back value.

06

Product & Engineering

The lane a sponsor least expects an operator with a marketing background to have a view on, which is exactly why it matters.

What I ask for first
The roadmap, and the name of whoever approved each item on it.
The release history for four quarters against what was promised each quarter.
The ten most requested features and which customers requested them, by revenue.
Where engineering hours actually went last quarter, roadmap against support against debt.
The list of things the head of sales has promised that are not on the roadmap.
The questions I ask
Is the roadmap serving the segment the plan is priced against, or the customer who shouts loudest?
What share of engineering time went to new capability against keeping the lights on, and does the board know the split?
Which promised release slipped more than once, and what was the customer told each time?
If the largest account left tomorrow, how much of the roadmap would no longer make sense?
What usually turns out to be wrong
A roadmap set by the largest account, so the product drifts toward one customer while the plan assumes a segment.
Technical debt invisible to the board until it becomes an outage, a security finding or a diligence item.
A delivery cadence that slips because nobody outside engineering can see the work in progress.
Sales selling the roadmap, so revenue is booked against capability that does not exist yet.
The first thirty days
Map every roadmap item to a segment and a revenue line, and cut or defer what maps to neither.
Publish the hours split, roadmap against support against debt, monthly, to the leadership team.
One release calendar the head of sales can read and is not allowed to sell ahead of.
A debt register with a cost and an owner against each item, so it can be prioritised like anything else.
What good looks like

A roadmap the head of sales can explain in a sentence and the chief financial officer can price. A release calendar that has held for three quarters. Engineering time split visible to the board. Debt on a register rather than in a rumour.

Own numbers. Release reliability and the hours split are the two a buyer’s technical diligence will reconstruct, so have them ready.
What it does to the multiple

Buyers price technical debt they can see and heavily discount debt they suspect. A product organisation that can show its work removes a discount that most sellers never realise they were paying.

07

People & Leadership

Most of the damage happens below the leadership team, which is why this lane is wider than the org chart.

What I ask for first
The org chart, with actual spans of control counted.
Every open role, how long it has been open, and the problem it was opened to solve.
Attrition by team for two years, with regretted and non regretted separated.
The comp bands, and where the top performers sit inside them.
The calendar of the chief executive for the last month.
The questions I ask
Which roles are being hired against a symptom, and what would happen if the role were never filled?
Who has more direct reports than anyone could actually manage, and what is not getting decided because of it?
What does the company’s operating rhythm look like, weekly, monthly, quarterly, and does it exist on paper or only in habit?
Which of the last three senior hires would the chief executive make again?
What usually turns out to be wrong
A vice president hired to fix a process problem, who arrives and inherits the process problem.
A span of control at the top that guarantees nothing gets decided, so the company runs on whoever spoke to the chief executive last.
No operating rhythm, so every issue is handled as an exception and nothing compounds.
Comp bands that pay the average performer and the best performer within a few percent of each other, and then wonder why the best ones leave.
The first thirty days
Freeze the open roles. Rewrite each one against the constraint it removes rather than the title it carries, and cancel the ones that cannot be rewritten.
Redraw spans of control so no leader has more reports than they can meet with weekly.
Install a weekly operating meeting with a one page scorecard, and make it the only place decisions are made.
Separate regretted attrition from the rest and put the regretted number on the board page.
What good looks like

Every open role can be explained in one sentence that names the constraint it removes. A weekly operating meeting the leadership team would fight to keep. Regretted attrition on the board page and trending down. A chief executive whose calendar shows time spent on the three things only they can do.

Own numbers, and one qualitative test. Ask three people at different levels what the company is trying to do this quarter. If the answers match, the operating rhythm is working.
What it does to the multiple

A buyer is acquiring a team that has to run the company after the founder steps back. They price whether it can. A leadership team with a rhythm, clear decision rights and a bench is worth a turn of the multiple on its own, because it is the difference between buying a company and buying a founder.

If three of those lanes read like your company, send me one document.

The last board pack, the CRM stage report or the cohort retention table. I will come back with the three questions I would ask first. No fee, no deck, no sequence afterwards.