Otter Growth
    Advisory
    Notes
    ArticleMar 20266 min read

    Targeting is dead. Paid accounts are won on creative now

    If the first thing you touch in a Meta account is a stack of interest audiences, you are optimizing the wrong thing. The algorithm picks the audience now. You win on creative.

    Michael Berliner
    Michael Berliner
    Product growth advisor & operator

    Targeting is dead. Modern paid accounts are won on creative, not audience selection. Go broad, ship creative in volume, and let an AI feedback loop tell you what is working faster than your competitors can.

    Open a Meta account, and if the first thing you see is a stack of interest audiences and lookalikes, the problem is already on the screen. That is where paid accounts used to be won. It is not where they are won anymore. The lever moved, and most teams are still pulling the old one.

    The algorithm targets better than you do

    Broad targeting plus a strong conversion signal now beats hand-picked audiences almost every time. The platform watches thousands of signals on every user and finds the people likely to convert far better than your guess about which interests matter. When you box the algorithm into a narrow interest audience, you are handing it a worse version of the job it already does automatically, and you are starving it of the scale it needs to learn.

    So the manual audience-building most teams still obsess over is not just low-value. It actively gets in the way.

    Then Interests Lookalikes Custom 2 ads The lever was audience selection. Now lots of creative Algorithm Broad audience The lever is creative volume.
    The work moved from choosing who sees the ad to making enough creative for the algorithm to work with.

    The creative is the targeting

    Here is the shift that matters. Your creative now does the targeting for you. A specific ad speaks to a specific person, and the people it resonates with are exactly the audience the algorithm learns to chase. The hook, the visual, the first three seconds, that is your audience selection now. So the question stops being which audience do I pick and becomes how many real, distinct creative angles can I get in front of the machine.

    That reframes the whole job. You are not an account manager tuning audiences. You are running a creative operation.

    What actually moves the needle: three things

    Once you go broad, the account is won on three things. Most teams only do the first one.

    1. Creative volume and velocity

    Not one polished ad. Dozens of hypotheses running at once, across different segments, angles, and hooks. More variants means faster learning means better results. The team shipping thirty concepts a week beats the team shipping three and arguing about audiences.

    2. Clean data signals

    This is the one most teams get wrong from the start. Your front-end and back-end events have to fire correctly and pass as many user properties back to the platform as possible. Great creative sitting on broken data is a leaky bucket: the algorithm cannot optimize toward outcomes it never sees.

    3. End-to-end automation

    This is where the best programs pull away from everyone else. Performance data feeds automatically into analysis. Winners and losers get identified without manual reporting. Results feed into new creative briefs, new variants get generated and launched, and the loop repeats as fast as possible, with AI at the center of it. One person running this system beats a full agency running interest audiences, every time.

    Volume + velocity Produce with AI Launch broad Read signal Cut & scale
    The account is won by turning this loop faster than the competition, not by finding a cleverer audience.

    What to actually do

    Go broad. Give the algorithm room and a clean conversion signal to optimize against. Then put your real energy where it now belongs: a creative pipeline that produces a high volume of distinct angles, a testing rhythm that cuts losers and scales winners quickly, and AI in the loop to make both faster. Stop grading yourself on how clever your audiences are. Start grading yourself on how much good creative you ship and how fast you learn from it.

    The takeaway

    Targeting is dead as the place you win. The algorithm outguesses your interest audiences, so hand it a broad target and a clean signal, and move your effort to creative. Volume, velocity, and an AI feedback loop are the game now. The account is won by the team that produces and learns fastest, not the one with the most finely tuned audience.

    Common questions

    Should I still build custom audiences and lookalikes on Meta?

    Mostly no. Broad targeting with a clean conversion signal now beats hand-picked audiences, because the algorithm optimizes on far more signal than you can. Put that effort into creative instead.

    If targeting is dead, what actually decides paid performance?

    Three things: creative volume and velocity, clean data signals so the algorithm can optimize toward real outcomes, and end-to-end automation that turns results into the next round of creative. Great creative on broken data is a leaky bucket, so the data layer matters as much as the ads.

    How much creative do I need to ship?

    As much as you can produce and honestly read. Volume gives the algorithm angles to work with; velocity lets you cut losers and scale winners fast. An AI-assisted pipeline is how you do both faster than competitors.

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