01 August 2026
CTIT fingerprinting exposed a sub-source faking installs: 23% clawed back A buyer's MMP showed clean aggregate fraud scores, but one sub-publisher's click-to-install-time histogram was bimodal — a normal hump plus a hard…
@InAppBench
31 July 2026
Killing probabilistic attribution on Android dropped 'organic' by 9% — for the better An app trusted fingerprint (probabilistic) matching as a fallback. On Android, where deterministic GAID match is available, they audit…
@InAppBench
30 July 2026
Deferred deep links cut onboarding drop-off 16 points A marketplace app sent paid users to a generic post-install home screen. New users had to re-find the listing they clicked. They wired Branch deferred deep links so t…
@InAppBench
29 July 2026
Beating SKAN's crowd-anonymity crush: campaign restructure recovered creative data An iOS buyer kept hitting redacted postbacks (crowd-anonymity threshold) and was creative-blind. Apple only sends fine-grained data when …
@InAppBench
28 July 2026
If you're into what we post, @CreativeRadar is the natural next follow — they work the Ad creatives / spy tools beat hard. A curated radar of winning ad creatives, fresh angles and the best spy-tool finds —……
@InAppBench
27 July 2026
In-app vs web inventory: same DSP, in-app converted 2.3x better — here's why A subscription app split $60k evenly across in-app and mobile-web inventory through the same DSP, identical creatives and audiences. In-app dro…
@InAppBench
26 July 2026
Catching device-reset fraud: 18% of 'installs' were one click farm A UA team scaled a CPI campaign on a cheap incent source and CPI looked great at $0.42. Retention told another story — D1 was 4%. Using Adjust's fraud si…
@InAppBench
25 July 2026
Rewarded video: swapping waterfall for in-app bidding lifted eCPM 27% A puzzle app ran a 14-tier rewarded waterfall in ironSource. Top tiers were starved because manual eCPM floors were stale by weeks. They moved 9 netwo…
@InAppBench
24 July 2026
Adjust to AppsFlyer migration: the 11% attribution gap nobody warned about A fintech app ran both MMPs in parallel for 30 days before cutting over. Same SDK events, same campaigns. The gap: AppsFlyer attributed 11% more …
@InAppBench
23 July 2026
One SKAdNetwork conversion-value remap, +31% measured installs A mobile gaming buyer was under-attributing iOS because their conversion schema fired the postback at first session open, before SKAN's 24h timer matured. Th…
@InAppBench
22 July 2026
pLTV tools and the cold-start problem nobody warns you about Predictive LTV modeling (native in AppsFlyer, Adjust, or your own warehouse) promises early ROAS calls from D0-D3 signals. The catch is the cold start, and it …
@InAppBench
21 July 2026
Open Measurement SDK: what it does and doesn't verify OMSDK is the IAB standard for in-app viewability and verification, and it's genuinely better than self-reported numbers. But buyers over-trust it. ✓ Reads native view…
@InAppBench
20 July 2026
Why your in-app numbers never match between MMP and ad network MMP says 1,000 installs, the network dashboard says 1,150, and someone wastes an afternoon. The gap is structural, not a bug — know the four causes and stop …
@InAppBench
19 July 2026
Evaluating offerwall traffic before you scale it Offerwalls (Tapjoy, ironSource, AdGem) drive incentivized installs and event completions. They convert like crazy and retain like a sieve unless you filter hard. ✓ Excelle…
@InAppBench
18 July 2026
One to follow For Traffic arbitrage done right, @ArbFiles is the move. Real traffic-arbitrage case studies with actual spend, revenue and ROI — the……
@InAppBench
17 July 2026
SKAN conversion timers: the window you forgot to tune SKAN's measurement windows control how long the conversion-value timer stays open before the postback fires. Default settings leave revenue on the floor. ✓ Three time…
@InAppBench
16 July 2026
Playable ads vs video for install quality Playables cost more to produce and serve, so they need to earn their premium in quality, not just novelty. Playable ads ✓ Self-select highly: a user who finishes a playable alrea…
@InAppBench
15 July 2026
AppLovin MAX vs ironSource (Unity LevelPlay) mediation Post-merger they're under one roof, but as products they still pull different ad demand and behave differently in your waterfall. AppLovin MAX ✓ Deepest demand from …
@InAppBench
14 July 2026
Probabilistic attribution on iOS: legal, useful, and constantly misunderstood With ATT killing IDFA at scale, fingerprinting-based probabilistic matching is back — but it's not the deterministic crutch some buyers treat …
@InAppBench
13 July 2026
SKAN coarse vs fine conversion values: stop defaulting to fine Apple gives you fine-grained (0-63) or coarse (low/medium/high) conversion values. Teams reflexively pick fine for 'more data' and lose more than they gain. …
@InAppBench
12 July 2026
Click injection vs install spoofing: detect them differently In-app fraud is not one thing, and tools that brag 'we block fraud' often catch one type and wave the other through. Click injection ✓ Detected by click-to-ins…
@InAppBench
11 July 2026
SDK bloat is an in-app conversion tax you can measure Every tracking and mediation SDK you stack adds binary size and init time. Reviewers obsess over attribution accuracy and ignore that the SDK itself depresses the con…
@InAppBench
10 July 2026
Singular vs Kochava for cost aggregation MMPs measure installs. Cost aggregation — pulling spend from every ad network into one ROAS view — is a separate muscle, and these two diverge hard. Singular ✓ Best-in-class cost …
@InAppBench
09 July 2026
In-app vs web inventory: viewability is not measured the same way Buyers port web viewability assumptions into in-app and get burned. The MRC 'pixels-in-view for one second' rule exists in both, but the measurement plumb…
@InAppBench
08 July 2026
Reading rec If this channel's your speed, @SmartlinkOps runs a sharp feed on Smartlinks. Different angle, same depth — worth a follow.…
@InAppBench
07 July 2026
Rewarded video vs interstitial: the install-quality gap nobody priced in Rewarded gets praised for opt-in intent. But the install-quality delta against interstitial is smaller than the pitch decks claim — and it inverts …
@InAppBench
06 July 2026
AppsFlyer vs Adjust: who decodes SKAN better Both ingest the same Apple postbacks. The difference is the modeling layer that turns a 6-bit conversion value back into revenue and funnel events. AppsFlyer ✓ Conversion Stud…
@InAppBench
05 July 2026
SKAdNetwork null conversion values: the silent attribution killer Everyone benchmarks postback rates. Almost nobody audits how many postbacks arrive with a null conversion value. On iOS that null isn't an install with ze…
@InAppBench
04 July 2026
Incrementality vs attribution: when to stop trusting last-click Attribution tells you who got credit. Incrementality tells you whether the spend caused anything. On in-app, where SKAN already blurs attribution, increment…
@InAppBench
03 July 2026
Attribution window mismatches: why your numbers never reconcile The quiet reason MMP, network, and SKAN counts disagree isn't fraud — it's windows. Every tool uses a different default, and few teams align them. — Network…
@InAppBench
