Ticket Sales Pacing: How Promoters Compare a Show With Its Comp Set

A show that has sold half its inventory three weeks out is doing well or badly depending on what it is compared with. Pacing is the discipline of choosing that comparison and reading the gap. It is the most used and least examined tool in a promoter's morning, and this page sets out both the arithmetic, which is simple, and the choice of comparable, which is not.

Definition

Pacing lines up two cumulative sell-through curves on a days-to-event axis and reads the difference at the current point. The current show's figure is paid tickets to date over sellable inventory. The comparable's is the same ratio at the same days-to-event on its own campaign. The gap is the difference in percentage points; the pacing index is the current figure divided by the comparable's, so that 1.0 means on pace, 0.8 means a fifth behind and 1.2 a fifth ahead. The apparatus on this page computes both at several checkpoints against a synthetic comparable.

Pacing is not velocity

The two words are used interchangeably in casual conversation and should not be. Velocity is a rate: how many tickets a show sold today, this week, or on average over a trailing window, and what its own cumulative curve looks like. Pacing is a position: where that cumulative figure stands relative to a chosen comparable at the same distance from the show. A show can have strong velocity and poor pacing, if the comparable sold faster still, or weak velocity and comfortable pacing, if the comparable was a slow-building date that finished full. Velocity needs only the show’s own ledger; pacing needs a second campaign and an argument for why it is the right one. That second requirement is where most pacing claims fail.

What makes a comparable defensible

The arithmetic is trivial; the comparable is everything. The strongest comparable is the same artist in the same room on a prior date, adjusted for the time elapsed and for price. The next is the same artist in a comparable market, or a comparable artist in the same room — where comparable has to be argued in terms of genre, career stage, price and capacity rather than asserted. A comp set built from several such dates smooths idiosyncrasies. A comparable chosen because it makes the current show look good is not a comparable; it is a story. The draw page treats the same question from the other end, before the on-sale.

In the synthetic example, the current show sits at a little under half of sellable three weeks out while the comparable sat at more than four-fifths at the same point, a pacing index around 0.57. That gap is deliberately large so that the mechanics are visible. Neither curve describes a real show, and the size of a gap that should worry a promoter depends entirely on what the comparable is and how the show is expected to finish.

Inventory events break pacing

Because pacing divides by sellable inventory, anything that changes the denominator moves the figure. A production hold release adds seats and lowers the percentage; a kill removes them and raises it; a presale allocation that the comparable did not have front-loads the current curve. A pacing comparison is only honest when the inventory history of both campaigns is known. The New York Attorney General's 2012–2015 sample found holds ranging from about 5 to 29 percent of tickets across shows, which is enough variation to make two campaigns with identical demand pace differently on paper ².

Why there is no pace to be behind

There is no published industry pacing curve for concerts. Ticketing companies hold the data and do not release it at the level a comparison needs; promoters hold their own history and treat it as an asset. What circulates as a benchmark — a share sold by a given week — is one operator's comp set generalised beyond its scope. The pacing apparatus on this page therefore does not ship with a default target. It ships with a synthetic comparable and an instruction to replace it.

The pacing index is a Live Index construction

The gap in percentage points, the pacing index and the three-way reading used on this page are analytical constructions of this publication, defined here so that they can be reproduced, and not an industry standard. In particular, the apparatus calls a show on pace when the gap is inside two percentage points either way; that band is a display choice made for legibility, not a threshold with any evidential basis, and a promoter working a specific date should set their own. Ticketing platforms and promoters run their own pacing reports with their own definitions, none of which are published, and a figure described as a pacing index elsewhere may be computed against a different denominator, a different comparable or a different axis. No number on this page is comparable to one produced by another method without checking each of those choices.

What pacing is actually for

A decision. Pacing answers whether the show needs intervention and how much: additional marketing, a price adjustment, a support addition, a paper plan, or nothing. It informs the conversation with the agent about whether the projection in the offer is holding. It is not a forecast of the final number; that is the velocity projection, which pacing calibrates. And it is not a judgement on the artist, because a gap against a comparable can be the comparable's fault.