The 5 Voters You Need to Reach (And the 500 You're Wasting Money On)

March 2026 · Bull Moose Strategy

Every candidate wants to reach "voters." But that's not actually a targeting strategy — it's just a category. And when you treat every registered voter in your district as an equally valuable advertising target, you're guaranteeing that a significant portion of your budget is doing absolutely nothing for your outcome.

This is the most common and most expensive mistake local campaigns make. Not running the wrong kind of ads. Not using the wrong platform. Running ads to the wrong people. Once you understand that voter universes can be segmented — and that different segments require completely different strategies — the way you think about your campaign changes entirely.

The candidates who win close local races aren't usually the ones who outspent the field. They're the ones who identified who actually decides this race and spent their resources accordingly.

Not All Registered Voters Are Created Equal

Start with a simple truth: in most local elections, a relatively small number of people actually show up to vote. School board races, township trustee contests, city council primaries — these often see turnout in the single digits as a percentage of total registered voters. The gap between "people who are registered" and "people who will actually cast a ballot in this race" can be enormous.

If your advertising is reaching people based on nothing more than their geographic presence in your district, you're paying to reach a lot of people who simply won't vote. Not because they're bad citizens — because they don't vote in this type of race. Voter participation varies significantly by election type, season, and ballot configuration. The same person who reliably votes in presidential elections may never once in their life show up for a primary city council race.

Professional campaigns — the kind that have historically only existed at the state and federal level — have always understood that the first question isn't "how do I reach voters?" It's "which voters can actually move the needle in this specific race?" Getting that answer wrong means everything downstream is optimized for the wrong target.

Turnout math is your campaign's foundation. Before you can design a targeting strategy, you need a realistic model of who's going to vote. That model changes everything about how you allocate resources — and it's different for every race, every district, every election cycle.

The High-Propensity Base: Don't Ignore Them, But Don't Spend Big on Them

Every candidate has a base — voters who are aligned with their party, their values, or their record, and who are likely to show up and vote for them without much persuasion. These are your high-propensity base voters. They vote reliably. They probably already like you. And in a competitive race, they matter enormously for turnout purposes.

But here's the mistake campaigns make: they spend a disproportionate share of their advertising budget trying to "motivate" base voters who are already motivated. These voters don't need to be convinced. They need to be reminded to show up. The cost of reminding a base voter is a fraction of the cost of persuading a swing voter. Treating both as equally valuable advertising targets means you're paying persuasion rates for people who were already going to vote for you.

Smart campaigns maintain contact with the base, but they calibrate the investment. The base gets mobilization messaging. Persuadables get something completely different. These are not the same message, the same format, or the same frequency — and conflating them is how campaigns end up with a lot of activity and very little movement.

The Low-Propensity Persuadables: The Segment That Decides Races

This is the segment that most local campaigns never seriously address, and it's often where elections are decided.

Low-propensity persuadable voters are voters who don't reliably show up but could, given sufficient motivation — and who are genuinely open to voting for your candidate rather than your opponent. They're not locked in on either side. They're not checked out forever. They're in a state of suspended political engagement that the right message or the right campaign moment can activate.

In a local race where the margin of victory might be a few hundred votes, the math on this segment can be decisive. A candidate who successfully identifies and activates even a portion of these voters — voters their opponent is probably ignoring entirely — can swing a race that looked unwinnable. We've watched this happen.

But reaching this segment effectively is genuinely hard. It requires understanding not just who they are demographically, but why they're low-propensity in the first place, what kinds of messages have historically moved them, and what's different about this race that might matter to them. It requires a targeting approach that goes beyond ZIP code and party registration. And it requires the patience to run sustained contact over weeks, not a single ad blast the week before the election.

The voters who are hardest to reach are often the ones who matter most. If your targeting strategy only captures the people who are easy to find and already engaged, you're competing for the same voters as every other campaign on the ballot. The candidates who expand the electorate in their favor win races they weren't supposed to.

The Committed Opposition: Stop Spending Here

This one should be obvious, but campaigns violate it constantly: some voters are never going to vote for you, and you should not be paying to advertise to them.

Committed opposition voters — the people who are ideologically opposed to your candidacy, who are deeply aligned with your opponent's base, who have made up their minds before the race even started — are a complete waste of advertising budget. Reaching them doesn't move the needle. It doesn't even create noise. It's just money gone.

But here's the thing: without deliberate targeting strategy, digital advertising platforms have no way to exclude these people on your behalf. If your targeting is broad — "show this ad to everyone in this geographic area" — you're blanketing your committed opposition right alongside your persuadables. You're paying for impressions that generate no value and potentially alert your opponents to what you're saying.

Good targeting is as much about exclusion as it is about inclusion. Knowing who to cut out of your audience is just as strategically important as knowing who to prioritize.

The Soft Supporters: Your Turnout Insurance

There's a category between your hard base and your persuadables that doesn't get enough attention: soft supporters. These are voters who lean your direction but aren't reliably engaged. They might vote for you — or they might stay home. Their decision often hinges on whether the race feels important enough to warrant a trip to the polls.

This group is particularly relevant in low-turnout local races. In a presidential year, national enthusiasm does your turnout mobilization for you. In an off-year city council primary with nothing else on the ballot to motivate voters, you're responsible for generating that motivation yourself.

Soft supporters need a different message than base voters and a completely different message than persuadables. They already like you. What they need is a sense of stakes — a reason why this particular race matters enough to make the trip. Getting that message right, and delivering it at the right frequency as Election Day approaches, is one of the more underrated disciplines in local campaign digital strategy.

Targeting Is More Powerful Than Budget

If we had to name the single most important concept in local campaign digital advertising, it would be this: targeting precision matters more than total spend.

A campaign that reaches the right 2,000 voters with the right message will outperform a campaign that reaches 20,000 voters with no strategic segmentation. Every time. The platforms that power modern political advertising are capable of extraordinary precision — they can layer signals in ways that were impossible even five years ago. But that capability only produces results if someone who understands voter behavior is making the targeting decisions.

This is the gap between campaigns that use digital advertising as a tactic and campaigns that use it as a strategic operation. One is checking a box. The other is building a precision voter contact machine.

Most local candidates — including your opponents — are checking the box. They run some ads, they spend some money, they hope for the best. They don't have a systematic framework for thinking about voter segments. They don't distinguish between mobilization and persuasion. They don't understand the concept of propensity modeling or why it changes everything about how you spend.

That gap is your advantage, but only if you choose to exploit it.

Why This Is Harder Than It Looks

Voter segmentation sounds logical when you describe it at a high level. In practice, it's a discipline with real complexity beneath the surface. Building accurate voter universes requires data infrastructure and the analytical capacity to use it. Translating those universes into functional ad audiences on platforms like Google and Meta requires understanding how each platform's targeting system works — and they don't work the same way. Maintaining those audiences throughout a campaign, adjusting as conditions change, and measuring whether you're actually reaching who you think you're reaching — all of that requires ongoing management that most volunteer campaign teams are not equipped to provide.

This is one of the reasons that campaigns managed by people who understand political data outperform self-managed campaigns even when the self-managed campaign has more money. The operational knowledge of how to build and deploy these targeting structures is specific, hard to acquire quickly, and genuinely differentiating in competitive local races.

Want to know which voters are actually deciding your race? We build voter universe analysis into every campaign engagement. Before we touch your ad budget, we want to know exactly who we're trying to reach — and who we're not. Book a consultation and let's figure out your target map.

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