Measuring Partnerships, Events, and Promotions

Lift over baseline, incrementality, cost per head, and fair split accounting.

Every promotion looks like a success from the inside. The room was busier. The band was happy. The sponsor’s banner was up. Somebody took a photo of a full floor. Then you check the books and wonder where the money went. The answer is usually in a question nobody asked on the night: how many of these people would have come anyway? It isn’t that anyone lied. It’s that a full room feels like proof, and nobody wants to be the person who asks whether the crowd was new or just discounted.

That question is called incrementality, and it’s the heart of this chapter. An incremental guest is someone who came because of the promotion and wouldn’t have otherwise. Everyone else is a customer you discounted, a regular you thanked, or a friend you already had. Measuring the difference isn’t complicated, but it needs a baseline, a count of first-timers, and an honest look at the cost. Chapter 16 and Chapter 17 taught how to build partnerships and promotions. This chapter teaches how to tell whether they paid. It also covers two situations most small-business guides skip: measuring a big event or festival, and reporting results to a sponsor in a way that keeps them coming back.

We’ll work with four numbers: lift over baseline, new-to-you share, cost per head, and the split of cost and credit between partners. We’ll add a warning on alcohol promotions, because Texas has rules that shape what you can run, and a fifth habit that makes everything else work: write the plan before the event, not after. At the end, you’ll have an event and promo log, a single page that records what you tried, what it cost, and what it returned. Together they give you everything you need to judge whether a partnership, an event, or a promotion was worth doing again.

PR TACTIC: The Anyway Test

What it is: For every extra guest on a promotion night, ask: would this person have come anyway? Count first-timers and returning regulars separately.

Why it works: Lift that is mostly regulars you discounted isn’t growth. It’s a price cut with a photograph.

Try this: Next promotion, have the door tally first-timers separately, and compare both counts with your normal for that night.

29.1 Lift Over Baseline

Lift is how much attendance rose above normal. The normal is the baseline from Chapter 23: the average of comparable nights, with its swing. On a promotion night, subtract the baseline average from the headcount. If a typical Friday draws 90 and the promoted Friday draws 118, the lift is 28 people, or 28 ÷ 90 = 31%. Then compare the lift with the swing. If your Fridays range from 80 to 100, a night of 118 is above the swing, which is a good sign. If they range from 70 to 120, a night of 118 is inside it, and you can’t say the promotion did anything. Write the lift as both a count and a share, such as “28 more than normal, 31% above the average,” and add whether it was outside the swing. The count tells you how many people were added. The share tells you how big that is for your room. The swing tells you whether it’s likely to be real.

Check the comparison for fairness. Compare only with the same weekday, in the same season, without a flagged event. If your promotion landed on the rodeo weekend, the lift is mixed with the rodeo, and you should say so. The cleanest comparison is a pair of nights that are as alike as you can make them: same weekday, near in time, one with the promotion and one without. A fairer test, which Chapter 31 explains, uses a hold-out night: run the promotion one week and not the next, and compare. Even without a perfect pair, an honest baseline gets you most of the way. For a one-time event with no comparable nights, use the closest thing you have, such as the same weekend last year, or an ordinary night with a similar act. Say clearly that the comparison is rough, and lean more on the first-timer count and the how’d-you-hear answers.

Remember that a lift on one night can hide a dip on another. Promotions sometimes pull visits forward from the following week, or train guests to wait for a deal. Always check the next comparable night, and sometimes the one after. If the next Friday falls below its normal swing, part of your lift was borrowed. Write both nights on the log. A promotion that lifts one night by 28 and lowers the next by 12 has produced a net lift of 16, which may or may not cover the cost. A few weeks later, check the thirty-day returns of the first-timers the promotion brought, using the cohort method from Chapter 25. A promotion whose new guests return at the room’s normal rate has added to the funnel. One whose new guests never return has added a night, not a following.

QUESTIONS PEOPLE ASK

“The promotion night was packed. Isn’t that enough?” Only if the extra people were new or would otherwise have stayed home. Check first-timers and the next week before deciding.

“How do I measure a charity night?” By its goal: money raised and passed on, plus any new people who return. Don’t judge it by bar margin alone.

29.2 Incrementality: New People, or Discounted Regulars?

Lift counts bodies. Incrementality asks whose bodies. Split the crowd into first-timers and returning guests, and compare each with its own normal. If your Fridays usually bring 12 first-timers and the promoted Friday brought 24, the promotion produced 12 extra new faces. If the first-timer count didn’t move and total attendance rose, your regulars came out more, or brought friends, or shifted from another night. Each of those is worth something, but only the first is growth in the funnel from Chapter 25. A promotion should be judged by the people it added, not by the people it attracted from elsewhere in your own week. Comparing the share of first-timers on the promotion night with the room’s normal share is a quick check. If first-timers usually make up 15% of a Friday and made up 30% of the promoted Friday, the promotion reached new people. If the share stayed near 15%, it mostly reached the same people as usual.

This is where discounts get exposed. A price cut reaches everyone, including the guests who would have paid full price. If 118 people arrive and 100 of them were regulars who would have come anyway, you gave a discount to 100 people to attract 18. The cost of the discount on the 100 is the real price of the 18. That’s why Chapter 17’s door promotion mattered: the question isn’t whether the room was fuller, it’s whether the extra guests were worth what you gave up on everyone else. A promotion aimed narrowly, at a group you want to reach, costs far less per new guest than one aimed at everyone. Narrow promotions are also easier to measure. A free first lesson for people who have never two-stepped can be counted exactly: how many took it, how many returned. A general drink special on a busy night can hardly be counted at all.

You can’t be certain who would have come anyway, so use the best proxies. First-timers versus returning guests, from the door tally. The share who say the promotion is why they came, from the how’d-you-hear question. Guests who came on a night they don’t normally attend. And the following night’s attendance. None of these is exact, and together they’re far better than assuming every extra person was a win. Keep a note on the log of the proxies you used, so that a later reader can judge the evidence. Chapter 31 describes a cleaner method, the hold-out night, when you need more certainty. When the evidence is mixed, say so. “About half of the extra guests were new, by the door count, and the rest were regulars who came out on a night they usually skip” is an honest, useful finding.

MEASURING A BIG EVENT OR FESTIVAL

Big events break the usual tools: there’s no baseline night, the crowd is mostly new, and the door is too busy to ask everyone. Adjust the method:

Sample the question. Ask every tenth guest at the gate, or for one hour each of early, middle, and late, and record the answers. A sample of a hundred tells you far more than a guess about thousands.

Count first-timers to the room, not to the event. Ask, “Have you been to this hall before?” A festival that introduces hundreds of people to the room is valuable even if most never return for the festival itself.

Follow up with the ones who opted in. Offer a clear sign-up for the room’s calendar. Count how many joined and, over ninety days, how many of them came to an ordinary night.

Count the costs in full. Security, permits, extra staff, rentals, cleanup, and insurance are part of the cost per new regular.

Check what you must. Large events can raise permit, capacity, insurance, alcohol, and raffle questions. Ask the city, TABC, your insurer, and a Texas attorney, and see Appendix J.

29.3 Cost per Head and the Real Return

Cost per head is the total cost of the promotion divided by the extra people it brought. Include everything: money spent on posts or posters, the value of any discount given, the cost of free items, and, if you want the true figure, the hours of staff time. If a promotion cost $240 in posts and the lift was 28, the cost is $240 ÷ 28 = $8.57 per extra head. If only the first-timers count, and the lift in first-timers was 12, it’s $240 ÷ 12 = $20 per new face. Both are useful. The first tells you what it cost to fill space, and the second what it cost to find someone new. Hours are easy to forget and often the biggest cost. Planning, posting, extra staff, setup, and cleanup add up. At a plain hourly value, the same $240 promotion might really cost $400 or more. Use the same hourly value every time, as Chapter 2’s case study did, so comparisons stay fair.

Then compare with what an extra guest is worth, using margin, not sales. If an average guest leaves $12 of profit at the bar, 28 extra guests produce $336, against a $240 cost, a net of $96. If most of the extra guests were regulars who would have come anyway, the true return is smaller. The strongest return comes when a promotion brings first-timers who then return, because a regular is worth much more than one night. Chapter 32 shows how to value a regular. Without that, a promotion that breaks even on the night may be a good deal, or a poor one, depending on what happens next. For partnerships, add what the partner brought that wasn’t people, such as a sponsor’s payment or equipment, and what you gave that wasn’t money, such as stage time or signage. A night can lose money at the bar and still be worth it if a sponsor covered the band.

Don’t forget that time has a cost. A promotion that takes ten hours of planning and eight on the night, for a net of $96, pays about five dollars an hour. A routine that takes two hours and returns $96 pays forty-eight. That doesn’t mean skip the big ones, since some build reputation that isn’t in the margin. It means know the cost. A log that records hours as well as dollars lets you compare efforts on a fair footing, and it often shows that the quiet routines, a clear calendar or a thank-you, return more per hour than the flashy ones. Write the per-hour figure on the log beside the dollar return. Over a year, it’s one of the clearest guides to where your limited time should go. Ask partners for their hours too, at the same plain hourly value, so the comparison is fair to both sides.

COMMON MISTAKES WITH PROMOTIONS AND EVENTS

No baseline. Without the normal for that night, lift is a guess.

Counting bodies, not new people. A full room of discounted regulars isn’t growth.

Ignoring the next week. Pull-forward can erase much of the lift.

Counting sales instead of margin. Discounts and free items come out of margin.

Leaving out hours. Time is often the largest cost.

Skipping the rules check. An alcohol promotion that breaks TABC rules can cost far more than it earned.

29.4 Splitting Fairly: Cost, Credit, and Counting Together

Partnerships add a question: who gets what? Chapter 16 described the one-page plan that sets out each side’s duties. The measurement adds a second page: the numbers that show whether each side did its share and got a fair return. Record what each side spent, in money and in hours, how many guests each side’s audience brought, and what each side gained, whether new names on a list, new guests, or sponsorship dollars. If the split was 50-50 in cost and one side brought 70% of the crowd, that’s worth discussing, calmly, with the numbers on the table. Write down the split before the night, not after, and use the same method for counting each side’s contribution. If the band’s fans are counted by a guest list and the room’s regulars by a tally, the two numbers aren’t comparable. A shared door card with a box for each partner solves most of it.

Count together. Agree before the event on what each side will track and share, and meet for fifteen minutes afterward. Use the door tally to find where guests heard, with each partner’s name as an option. Use a code for each partner if you like, so each can see its share. And share the numbers openly, including the ones that don’t flatter you. A partner who can see what the event produced, and who sees you’ve been straight with them, tends to come back. A partner who suspects you’re hiding numbers rarely does. The best partnerships are the ones where each side would be comfortable seeing the other’s books for the night. If either side’s numbers look surprising, talk about the method before the result. Often the gap comes from counting differently, not from anyone claiming too much.

Credit matters as much as cost. Decide who gets named in posts, who owns the photos, and who can use the numbers publicly. Give the partner with less reach a fair share of the visibility, because their audience is part of what you’re borrowing. And write down the lessons: what each side would change, and whether to do it again. A sponsor or partner who sees a clear, honest report is far more likely to renew than one who gets a thank-you note. A one-page report with five numbers is a professional touch that costs an hour, and that most small rooms never send. The sponsor report below is the one-page version. Send it within a week of the night, with a photo, the numbers, and a specific thank-you. Keep a copy for your own records and for the next conversation about renewal.

THE ONE-PAGE SPONSOR REPORT

Send within a week. Use the same definitions you use for yourself, and say plainly what you don’t know.

• The night. What to write: Date, event name, partners, and one sentence on what it was for.
• Attendance. What to write: Door count, against the normal for that night (average and swing), with any flags such as weather or holidays.
• New to the room. What to write: First-timers, and the share of the crowd they made up. How you counted them.
• What you delivered. What to write: Logo placements, mentions from the stage, posts (with dates), samples given, sign-ups collected. Each one promised in the agreement, ticked off.
• What we learned. What to write: One thing that worked, one that didn’t, and one change for next time.
• Photos. What to write: Two or three, with permission from anyone identifiable.
• Thank-you. What to write: Name the people at the sponsor who helped, and what they did.

Don’t report ad-value equivalents or reach figures you can’t explain. Numbers a sponsor can check build trust; inflated ones end partnerships.

29.5 The Rules You Can’t Skip: Alcohol Promotions

Texas regulates what a seller can do with alcohol in a promotion, and the rules affect how you design and measure one. The Texas Administrative Code’s on-premises promotion rule, 16 TAC § 45.103, as published by Cornell’s Legal Information Institute, targets promotions reasonably calculated to result in excessive consumption. Among the practices it prohibits are selling multiple drinks for less than the price of the number sold, all-you-can-drink offers, giving more than one free drink to an identifiable group in a day, with a narrow exception for an unadvertised birthday drink, reducing drink prices after 11 p.m., charging a cover to make up for reduced drink prices, and contests decided by how much alcohol someone drinks or that give alcohol as a prize. The rule is aimed at promotions that encourage excessive drinking, which is also why it makes sense for a room that cares about its guests. Promotions that make people drink faster or more than they meant to are bad for safety, bad for the floor, and bad for the room’s reputation, even when they fill the bar.

The rule also says what’s allowed: free or reduced-price food or entertainment, as long as it isn’t tied to buying alcohol, along with some other specific exceptions. That’s why the half-price cover in Chapter 17’s example was a safer design than a drink deal. Rules are updated and have exceptions, and the summary here isn’t a substitute for the current text or for TABC’s guidance. Before you run any promotion that touches alcohol, check the current rule, ask TABC or a licensed Texas attorney, and write the approval on the log. A promotion that breaks the rule can cost you far more than it earned. Keep a dated copy of what you checked and who you asked. If the rule changes or someone questions a promotion later, that record shows you acted in good faith on the information you had.

For measurement, this means designing promotions you can run legally, then counting them honestly. If a deal is built around food, entertainment, or the cover, count those costs the same way. If you partner with a brewery or distributor, remember that Texas also regulates what suppliers and retailers may give one another. Keep the written plan, the approval, the numbers, and the lessons together in the event and promo log below. The log is also your record if anyone ever asks what you ran and why. Fill it in for every promotion for a year, and you’ll know which kinds of effort return more than they cost. Promotions built on entertainment and welcome also tend to bring the kind of guest who comes back for the night itself, which is the point of this whole book. If you’re ever unsure whether a promotion is allowed, run the version that’s built around food, music, or the lesson, and leave the drinks at their normal price.

TRY THIS WEEK

Take your next planned promotion and fill in the Prediction Line before it runs: expected guests, expected first-timers, baseline for that night, and cost including hours. Check the alcohol rule. Afterward, fill in the promotion receipt from Chapter 17.

CASE STUDY

Was the Sponsor Night Worth It?

Xavier runs a Friday at a dancehall. A typical Friday, from the last eight comparable nights, averages 90 guests with a swing of 80 to 100, and about 12 first-timers. A local boot store sponsors a Friday: it pays $400, posts about the night, and gives a free beginner lesson. The room also spends $120 on posts and printing, and about 10 hours on the plan and the night. The sponsored Friday draws 124 guests, 26 of them first-timers. The next Friday draws 84.

Step 1 — Lift. 124 − 90 = 34 more, or 34 ÷ 90 = 38%. The night is above the swing, whose top is 100.

Step 2 — New faces. 26 − 12 = 14 extra first-timers. 14 of the 34 extra heads are new, which is 14 ÷ 34 = 41%. The other 20 were returning guests, who may have come anyway.

Step 3 — The hangover. The next Friday was 84, six below the average of 90, but inside the swing. So the net two-night lift is 34 − 6 = 28.

Step 4 — Money. He estimates $12 of profit per guest. Net extra guests of 28 gives $336. The sponsor paid $400, and the room spent $120, so the net is $336 + $400 − $120 = $616. Over about 10 hours, that’s about $62 an hour. The sponsor’s side: it paid $400 for 14 new first-timers, or $400 ÷ 14 = $28.57 per new face, a number the store can judge against its own sales. He shares the one-page report with the boot store. All figures are illustrative.

REAL TALK

From the booking desk:

I sent the sponsor a one-page report the day after: lift, new faces, cost per head, and what we’d change. She told me no other venue had ever sent her numbers. She renewed for the year without my asking.

HEADS UP

Promotions that involve alcohol are regulated by the Texas Alcoholic Beverage Commission. Rule 16 Texas Administrative Code § 45.103 limits on-premises promotions, including multi-drink discounts, all-you-can-drink offers, free-drink limits, late-night price cuts, and drinking contests, and it has exceptions. Texas also regulates what alcohol suppliers and retailers may give one another, and drawings, raffles, and sponsorship contracts have their own rules. Rules change. This is general information, not legal advice. Check the current rule and TABC’s guidance, and ask a licensed Texas attorney before running any promotion that touches alcohol, and see Chapter 17 and Appendix J.

EVENT AND PROMO LOG

One row per event or promotion. Fill in the baseline before the night, the counts on the night, and the next comparable night.

Fill in: Event or promotion, Date, Partner.

Columns to fill in: Baseline avg. (swing), Night total, Lift, First-timers (normal), Cost: $ and hours, Cost per head, Next night. Copy as many rows as you need.

Lift = night total − baseline average. Cost per head = total cost ÷ extra guests. Check the next comparable night for a dip. Write the TABC check and who approved it on the back.

MEASURE IT

The number: Lift over baseline, the share of the crowd who were first-timers compared with normal, cost per head, and whether each partner met its split.

By hand: Write your baseline average and swing before the event. On the night, count the total and the first-timers. Subtract to get lift, and divide cost by extra guests. Example: $240 ÷ 28 = $8.57 per extra head. Count the next comparable night for a dip. Compare each partner’s spend and share of the crowd.

Watch out: Lift inside your normal swing proves nothing. Discounts reach everyone, including people who would have come anyway. Alcohol promotions need a TABC check before the night, not after.

Go deeper: Chapter 31 (running experiments in a real room) and Chapter 32 (the money).

ROLE BOX

• Owner: Write the baseline before every promotion, tally first-timers separately, and check the next comparable night for a dip.
• Booker: Agree with each partner on what you’ll count and share, and send a one-page report within two days.
• Musician: Track door counts at joint nights and compare with your normal draw in that room. Ask what the room spent.
• Bartender: Screen every brand deal for TABC issues before saying yes, and log what the partner paid and what you delivered.
• Dance Teacher: Count new students at a special event and how many return within thirty days. Log what the venue and you each spent.

TALK ABOUT IT

• Think of your last promotion. How many of the extra guests would have come anyway? How do you know?
• What would a sponsor say about the numbers you’ve sent them? Have you sent any?
• Which of your promotions would you never run again once you counted the cost?