How harvesting turns discovery into profit

The loop in one paragraph#

Discovery ad groups on broad match and Search Match automation buy unknown intent cheaply; their Search Terms reports reveal which queries actually convert; proven queries graduate to Exact keywords in controlled campaigns with serious bids; and the same queries join discovery as exact negatives so the feeder stops rebuying what the controlled campaigns now own. Repeat weekly and the account compounds: discovery keeps finding, control keeps banking.

Apple own structure guidance draws the two halves of this loop, with discovery fenced from brand, category and competitor campaigns. Our broad match guide and Search Match guide cover each feeder in depth.

Mining the reports properly#

Mine both discovery reports on one weekly rhythm: broad match queries grouped by catching keyword, Search Match queries standing alone. Export, dedupe and sort by installs and cost per install rather than taps, because taps flatter curiosities that never convert. Flag queries with repeated spend and zero actions as negation candidates in the same pass, so mining and pruning share one session.

Watch for phrasing patterns, not just single terms: a harvest of three related queries hints at a theme worth an ad group of its own. Our popularity guide helps weigh whether a mined theme has the demand to justify promotion.

Promotion thresholds that hold#

Promote on evidence, not excitement: multiple installs at or under your cost target, across more than a day or two, before a query earns an Exact keyword and a grown up bid. Subscription apps should wait for trials or paid outcomes where budgets allow, since install level wins can hide trial level losses. One conversion is a rumour; a repeatable cost per action is a finding.

Place each promoted term in the campaign matching its job: brand queries to brand, category phrases to category, named rivals only where conquest is deliberate policy. Our brand, category and competitor guide sorts every promotion into its home.

Negate behind every promotion#

Every promoted term must join the discovery groups as an exact negative the same week, or discovery keeps bidding on queries the controlled campaigns already own. This is the step most accounts skip and the reason most discovery reports read as overlap soup. Apple own negative keyword help covers the exact blocking this fence depends on.

Treat the fence as inventory control: promote one, negate one, no exceptions, no backlog. Our negatives guide details the mechanics for both discovery fences and theme splits.

Bids for graduates#

Graduated keywords deserve bids set from their measured worth, not from the cautious discovery bid that found them. Start at or above the discovery bid, since the controlled placement should outrank the feeder for its own term, then tune from the conversion data the Exact keyword now collects cleanly. Keep discovery bids capped so feeders never outbid owners for the same query.

Review graduate bids fortnightly for the first two months; early Exact data is thin and markets move. Our exact match guide covers bid posture for proven intent in detail.

Keeping the loop alive#

Harvesting dies the moment mining becomes occasional: discovery untended turns into overlap, overlap turns into waste, and waste turns into a paused discovery program that stops finding anything. Protect the weekly session like a client meeting, rotate who mines to keep eyes fresh, and report promotions monthly so the business sees discovery paying rent.

Start at the Apple Ads hub for the wider system this loop feeds, and ask our team to audit the pipeline when promotions stall but discovery spend does not.

Frequently asked questions#