ASA campaign structure for subscription apps: discovery, brand, and generic

Most messy Apple Search Ads accounts share one root cause: everything lives in one or two campaigns with mixed match types, and the operator can no longer tell what’s actually working. The fix isn’t more keywords or higher bids. It’s structure.

For a subscription app, the structure that holds up over time is three campaign types, each with a single job.

Discovery

Discovery is your intake funnel. Run Apple’s Search Match and broad match here, with conservative bids, to surface queries you’d never have brainstormed. Its only job is to find terms — not to scale profitably.

Treat Discovery as a feeder. Anything that proves itself gets promoted out into a dedicated campaign. Anything that wastes spend gets added as a negative so Discovery stops paying for it. If you leave winners sitting in Discovery forever, you can’t bid them precisely and you keep paying the discovery tax on every tap. For a deeper look at how broad match, Search Match, and exact match interact, see the match-type breakdown.

Brand

Brand is your own app name and close variations, run as exact match in its own campaign. People searching your name are already convinced — they have the highest conversion rate and lowest cost in the entire account.

Two reasons to isolate it:

• Defense. Competitors bid on your name. If you’re not there, they intercept users who were looking for you.
• Honest reporting. Brand converts so well that, mixed into a generic campaign, it inflates the whole campaign’s numbers and hides the fact that your real acquisition keywords are underperforming.

Brand traffic is the cheapest you’ll ever buy. It’s also the most misleading if you don’t keep it in its own bucket.

Generic (exact)

Generic is where you actually acquire new users — category and competitor terms like “habit tracker” or “budget app,” run as exact match. This is the campaign you scale, and the one where structure pays off most.

Group keywords into ad groups by theme and intent so bids and budgets map to economics, not to one giant undifferentiated pile. High-intent terms deserve higher bids than vague top-of-funnel ones, and you can only act on that if they’re separated.

Why mixing match types in one campaign hurts

It’s tempting to throw broad, exact, and brand keywords into a single campaign “to keep it simple.” It does the opposite:

• Budget cannibalization. Match types compete for the same campaign budget. Cheap broad taps can starve your proven exact keywords of spend, or vice versa — and you have no clean lever to fix it.
• Blended metrics that lie. A campaign blending brand (converts great) and cold broad (converts poorly) shows a mediocre average that describes neither. You can’t optimize an average.
• No clean promotion path. The discovery-to-exact harvest loop depends on broad and exact living in different places. Mixed together, you can’t tell what to promote or what’s already promoted.
• Bid conflicts. When the same query can match multiple keywords in the same campaign, Apple picks — not you. Separation gives you back control over which keyword and bid serves a query.

Getting there from a mess

If your account is already tangled, don’t blow it up overnight. Pull brand out into its own exact campaign first — it’s the cleanest, highest-impact move and instantly de-noises your reporting. Then split discovery (broad/Search Match) from your proven exact terms. From there you can theme your generic ad groups properly.

The payoff is an account you can actually read: each campaign answers one question, budgets go where the economics are, and your harvest loop has somewhere to put the winners it finds.

TapPilot maps every campaign, ad group, and match type to its real cohort economics so this structure is legible at a glance — and when your account needs reorganizing, it can restructure it for you instead of you doing surgery by hand. See how restructuring works.