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How much organic does paid UA create? Measuring the paid-to-organic uplift

The routes by which paid spend lifts organic installs (rankings, browse/similar-apps, brand search), Playtika's regression-then-scale method for estimating organic installs per paid install (Brazil rewarded-video case 0.1 organic per paid via browse; France native-ads case ~0.4 via brand search), and why the answer depends on your organic mix.

How much organic does paid UA create? Measuring the paid-to-organic uplift

TL;DR

  • Paid UA lifts organic through (1) the store algorithm (more first-time downloads → better search ranks and browse placements such as “similar apps”), (2) brand awareness → brand search, and (3) virality; brand/TV activity drives brand installs directly.123
  • Tilting Point’s 2021 correlation study across all store parameters found UA had the strongest correlation with organic, on both stores.4
  • Playtika’s method: pick a geo/OS with high traffic, a strong existing paid→organic K-factor and good user quality → regress organic on each paid source → scale the winning source ≥50% and check the prediction → scale further.567
  • Case (Bingo Blitz, Brazil, iOS): rewarded-video ads in other games were the winning source; the forecast of 0.1 organic per paid install (10 paid → 1 organic) held over a ~2-week test and again at higher scale, arriving via browse/similar apps.89
  • Case (House of Fun, France, Android): native ads, forecast 0.5 organic per paid, actual ~0.4, arriving as brand search.1011
  • It depends on your mix: brand-heavy organic falls when you cut paid; Zynga apps that are ~85% organic from top generic ranks don’t move when UA is switched on or off.1213
  • Ramp paid down gradually — a sudden stop after heavy spend can drag organic down with it.14

Details

Check the data first. Talia Hermesh (Playtika, ASO Conference 2023) first confirms that the paid–organic relationship seen in the MMP (AppsFlyer) also shows in the store consoles, and cross-checks with AppTweak, data.ai and MobileAction.1516

Reading the regression. The coefficient (beta) for a source is the number of organic installs per paid install: beta 0.5 means two paid installs bring one organic.17 Choose what you want to predict up front, and treat the regression output as a hypothesis to test with real spend.18

Where the Brazil uplift came from. App Store Connect showed the extra organic arriving as browse, and AppTweak’s similar-apps tracking showed Bingo Blitz gaining similar-apps placements in the same two spikes as the paid phases — the rewarded-video traffic “pinged the algorithm”.1920 Second case (House of Fun, France, Android). Chosen again for a strong existing K-factor; the regression winner was native ads (ads beside article content, e.g. a solitaire game under an article on the benefits of solitaire).2122 Playtika bid higher on the strength of a forecast of 0.5 organic per paid install; the actual uplift was ~0.4 — short of the prediction but still large.10 This time Google Play Console showed the extra organic as search, and specifically brand search for “House of Fun” spiking on the test dates — native ads worked through brand awareness rather than the algorithm.2311 So the route differs by source: rewarded video → browse/similar apps; native ads → brand search.

Running it as a programme. Put these tests into your KPIs and budget plan rather than testing ad hoc; scale down gradually; and a small budget can still do it if spent on the right geo and source.1424 Talia’s closing caveat: a source that works in one geo, platform or season may not work in another.25

Why channel mix matters (Shoham Lashkar, Zynga, 2023). YouTube pre-roll viewers (e.g. via Google UAC) rarely install on the spot but may search for you later, outside the attribution window — cutting that spend shows up as an organic drop.26

Disagreements / caveats

See also

Footnotes

  1. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 09:40 — Talia Hermesh ↩

  2. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 10:25 — Talia Hermesh ↩

  3. How Do In-App Events Influence ASO and What is the Correlation Between Organic and Other Metrics... @ 30:14 — Jonathan Fishman ↩

  4. How Do In-App Events Influence ASO and What is the Correlation Between Organic and Other Metrics... @ 30:14 — Jevgen Tarasenko ↩

  5. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 16:22 — Talia Hermesh ↩

  6. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 17:13 — Talia Hermesh ↩

  7. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 17:58 — Talia Hermesh ↩

  8. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 18:45 — Talia Hermesh ↩

  9. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 19:30 — Talia Hermesh ↩

  10. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 23:34 — Talia Hermesh ↩ ↩2

  11. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 24:27 — Talia Hermesh ↩ ↩2

  12. The Science of Organic Acquisition @ 58:48 — Shoham Lashkar ↩

  13. The Science of Organic Acquisition @ 1:00:25 — Shoham Lashkar ↩

  14. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 25:32 — Talia Hermesh ↩ ↩2

  15. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 08:48 — Talia Hermesh ↩

  16. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 07:14 — Talia Hermesh ↩

  17. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 15:36 — Talia Hermesh ↩

  18. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 26:28 — Talia Hermesh ↩

  19. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 20:20 — Talia Hermesh ↩

  20. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 21:05 — Talia Hermesh ↩

  21. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 21:57 — Talia Hermesh ↩

  22. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 22:44 — Talia Hermesh ↩

  23. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 23:34 — Talia Hermesh ↩

  24. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 26:04 — Talia Hermesh ↩

  25. Understanding Paid-to-Organic Relationships | Talia Hermesh | ASO Conference 2023 @ 27:14 — Talia Hermesh ↩

  26. The Science of Organic Acquisition @ 59:34 — Shoham Lashkar ↩