Sample audit — FinanceMENA (demo persona)
This is the artifact Madar produces in your first 60 seconds. Company is fictional; numbers and analysis are not.
FinanceMENA
TRco.acmemena.financemena · Fintech · Subscription
Audit window: 2026-02-17 → 2026-05-17
Diagnostic narrative
FinanceMENA has spent $2,655 on Google Ads in the last 30 days and generated zero installs, zero users, and zero revenue. This is not underperformance — the app is functionally invisible. AppsFlyer shows an 89% attribution gap against Google Ads, meaning nearly 9 in 10 installs are never tracked, and DAU has been zero for the entire 90-day window. An app spending money on paid acquisition cannot produce a DAU of zero unless the SDK is broken, the app is not actually live in the store, or both.
Nothing is improving. Every metric — installs, subscribers, trials, DAU, D1, D7, D30 retention — reads either zero or null. The install-to-conversion rate collapsed 53% in the last seven days, falling from 12.7% to 5.9%, though that number is nearly meaningless when attribution is this broken. For context, the p50 trial conversion rate for health apps in Turkey sits at 24% — FinanceMENA is not registering on that scale at all. On iOS, 57% of SKAN postbacks carry no conversion value, so Apple's and Google's algorithms have never once seen a paying user to optimize toward.
The root cause is a chain of setup failures, not a campaign problem. The AppsFlyer SDK is likely uninitialized or misconfigured in the production build, which explains the zero DAU and the attribution black hole. The Google Ads geo target appears to be YE — Yemen — not TR, which would explain zero installs in Turkey. SKAN conversion values were never mapped, so iOS campaigns have no optimization signal. Ramadan and Eid fell inside this window and would soften results for a utility app, but they do not explain a complete absence of data.
This week: pause all Google Ads spend today — stop burning cash against ghost data. Manually confirm the app downloads in Turkey from a TR-region device on both App Store and Google Play. Run an AppsFlyer SDK smoke test against the production build and verify a session event fires. Fix the geo target from YE to TR. Map at least three SKAN tiers — install, trial start, subscription start — in AppsFlyer before reactivating any iOS budget. Do not restart paid acquisition until AppsFlyer shows live sessions. Fixing the attribution alone recovers visibility over roughly $7,965 in wasted spend and gives you a real foundation to build from.
Critical findings· 8
Ranked by ROI
$2,655 Burned on Google Ads With Zero Installs
acquisition
Your Google Ads campaign targeting Turkey (YE geo) has spent $2,655 and produced exactly zero attributed installs — every dollar is gone with nothing to show for it. This isn't a slow campaign; it's a completely non-functional one, pointing to a fundamental setup failure: geo/language mismatch, rejected creatives silently serving, or a store listing that rejects TR traffic. With $0 MRR and 0 active subscribers, this is your single biggest cash leak right now.
Recommended action
Pause the YE geo Google Ads campaign immediately, then audit the campaign settings to confirm whether the geo target is YE (Yemen) or TR (Turkey) — if it is YE, reassign to TR, verify the Turkish store listing is live and localized, and do not reactivate spend until AppsFlyer attribution shows a sub-20% discrepancy.
2 action items
- Pause YE geo campaign in Google Ads immediatelymarketing · 1h
Log into Google Ads and pause the campaign targeting YE (Yemen) geo today before any further spend occurs. Every hour this runs without a valid geo target is wasted budget with zero recovery path.
Success metric: Campaign status shows 'Paused' and daily spend drops to $0 within 24 hours of action.
- Reassign campaign geo to TR and verify Turkish store listingmarketing · 4h
Edit the paused campaign to target Turkey (TR) with Turkish language settings, then manually confirm the app is live and downloadable on both App Store and Google Play using a TR-region device or VPN. A correct geo assignment is worthless if the store listing is also broken.
Success metric: Campaign geo shows TR, language shows Turkish, and a manual TR-region install attempt succeeds on both iOS and Android within 48 hours.
MENA cultural note
- Yemen (YE) and Turkey (TR) are entirely distinct markets — YE has near-zero app store penetration and a collapsed digital economy. Confirm the intended market is TR before any campaign is reactivated.
- Turkish App Store listings require Turkish-language metadata to rank and pass review. Ensure app title, subtitle, and description are in native Turkish using correct terminology — avoid English loanwords where Turkish equivalents exist.
No Engagement Data — SDK Is Effectively Blind
measurement
DAU is 0 and every retention metric (D1, D7, D30) is null across the entire 90-day window, which is statistically impossible for an app spending $2,655 on paid acquisition — even with zero conversions, install-open events should register. This points directly to a broken or missing SDK integration, not a user behavior problem. Until this is fixed, every decision about creative, audience, or paywall is being made without any signal.
Recommended action
Ship an emergency hotfix today: add a SDK initialization smoke test to your CI pipeline that fires a test session event against the production app key and asserts receipt in your analytics dashboard before any build can be released; simultaneously verify the bundle ID and app key in your AppsFlyer and analytics SDK configs match the live App Store build, not a staging variant.
2 action items
- Add SDK initialization smoke test to CI pipelineengineering · 8h
Write an automated test that fires a session event against the production AppsFlyer app key on every build and asserts that the event is received in the dashboard before the build can pass. This catches any future SDK regression before it reaches users and prevents a recurrence of the current blind-flying situation.
Success metric: CI pipeline includes a SDK smoke test step that blocks deployment if no session event is confirmed in AppsFlyer within 5 minutes of test execution, verified on the next build cycle.
- Ship emergency hotfix to restore SDK session trackingengineering · 8h
Identify the root cause of zero DAU and null retention metrics — likely a missing SDK init call, wrong app key in production config, or a crash before SDK fires — and deploy a hotfix to production today. Every day without session data means zero ability to measure onboarding, retention, or paywall performance.
Success metric: DAU shows a non-zero value in the analytics dashboard within 24 hours of hotfix deployment, and D1 retention begins populating within 48 hours.
89% of installs are invisible — you're flying blind
attribution
Google Ads is reporting installs that AppsFlyer never sees — an 89% average gap over the last 60 days means nearly 9 out of every 10 installs are untracked. You've spent $2,655 in the last 30 days optimizing against ghost data, with zero verified conversions, zero active subscribers, and zero MRR to show for it. Every bidding decision Google's algorithm is making on your behalf is based on signals that don't reflect reality.
Recommended action
Pause all Google Ads spend immediately, then run a fresh end-to-end AppsFlyer SDK integration test on the live production build — verify the SDK initializes in the very first lines of app launch code, confirm install postbacks are firing in the AppsFlyer dashboard within 5 minutes of a test install, and only resume spend once the discrepancy drops below 15%.
2 action items
- Pause all Google Ads spend until SDK is verifiedmarketing · 1h
Immediately pause all active Google Ads campaigns to stop bleeding budget against untracked installs. Do not reactivate until AppsFlyer SDK integration is confirmed end-to-end in production.
Success metric: All Google Ads campaigns show 'Paused' status and daily spend is $0 within 2 hours of action.
- Run end-to-end AppsFlyer SDK integration test on production buildengineering · 8h
Trigger a fresh install of the production app build and verify that AppsFlyer SDK initializes in the first lines of app launch code, fires an install event, and that event appears in the AppsFlyer dashboard within 15 minutes. Check that the Google Ads conversion postback is mapped to a post-install event — not just an install click — so the attribution chain is complete.
Success metric: A test install event appears in AppsFlyer's Live Events dashboard within 15 minutes of app launch, and Google Ads postback confirmation is visible in AppsFlyer's Partner Configuration for Google within 24 hours.
App appears dead — zero users, zero revenue, $2,655 burned
acquisition
FinanceMENA has zero active subscribers, zero trials, and zero DAU over the last 90 days — there is no sign of life anywhere in the funnel. Google Ads consumed $2,655 in the last 30 days and produced exactly zero installs, which is not a performance issue — it is a signal that something is fundamentally broken at the store or listing level in TR. Ramadan and Eid timing cannot explain a total absence of any user activity across the full 90-day window.
Recommended action
Pause all Google Ads spend immediately, then manually verify the app is publicly downloadable in Turkey on both App Store and Google Play using a TR-region device or VPN — resolve any listing suspension or territory misconfiguration before resuming a single dollar of paid acquisition.
2 action items
- Manually verify app is publicly downloadable in Turkeyops · 2h
Using a TR-region device or a VPN set to Turkey, attempt a fresh install of FinanceMENA on both the App Store and Google Play. Check for any listing suspensions, age restrictions, content flags, or availability gaps that would explain zero installs despite active ad spend.
Success metric: App successfully installs on both iOS and Android from a TR-region connection within 24 hours, with no error, suspension notice, or unavailability flag encountered.
- Resolve any store listing suspensions or compliance blocksops · 8h
If the manual install check reveals a suspension or restriction, immediately contact App Store Connect and Google Play Console support with the specific error. For health category apps in Turkey, check that the app's health claims comply with both stores' health app policies and Turkish health regulations.
Success metric: App status shows 'Available for Sale' in both App Store Connect and Google Play Console for the TR storefront within 72 hours of filing.
MENA cultural note
- Turkey's KVKK data privacy law requires explicit consent screens for health apps. If the app listing or privacy policy is missing KVKK-compliant language, Apple or Google may have restricted its availability in the TR storefront.
- Health apps in Turkey may require additional documentation for store compliance. Ensure any medical or dietary claims in the listing metadata are softened to general wellness language to avoid review rejection.
Google Ads burning $2,655 with zero installs tracked
acquisition
You've spent $2,655 on Google Ads in Turkey and recorded zero installs in AppsFlyer — an 89% average attribution discrepancy means the algorithm is flying blind with no valid conversion signal to optimize against. Without a real optimization target, Google's algorithm defaults to maximizing clicks from the cheapest audience segments, not the ones most likely to subscribe. This is not a Ramadan or Eid artifact — the spend window and zero-install outcome are structural, not seasonal.
Recommended action
Pause all Google Ads spend immediately, fix the AppsFlyer-to-Google Ads conversion postback integration (verify the conversion action is mapped to a post-install event, not just an install), resolve the SKAN conversion value mapping for iOS, then restart campaigns with a hard daily budget cap of $50 until you confirm AppsFlyer is receiving installs and reporting them back to Google within 24 hours.
2 action items
- Fix AppsFlyer-to-Google Ads conversion postback mappingengineering · 4h
In AppsFlyer's Partner Configuration for Google Ads, verify that the conversion action is mapped to a post-install event (e.g., trial start or subscription) and not just an install click. A click-only mapping means Google's algorithm receives no signal about which users actually engage, causing it to optimize for cheap clicks rather than valuable users.
Success metric: AppsFlyer's Google Ads integration shows at least one post-install conversion event postback confirmed in the Partner Configuration logs within 24 hours of a test install and trial activation.
- Reactivate Google Ads only after attribution gap closes below 20%marketing · 2h
Set a hard gate: do not reactivate any Google Ads campaigns until the AppsFlyer attribution discrepancy drops below 20% (from the current 89%) as measured over a 48-hour validation window with test installs. Spending before this threshold means every optimization dollar is still flying blind.
Success metric: AppsFlyer attribution discrepancy report shows <20% gap between Google Ads reported installs and AppsFlyer attributed installs over a 48-hour window before any campaign is unpaused.
Unconfigured SKAN Schema Is Blinding Your iOS Ad Algorithm
measurement
57% of your iOS SKAN postbacks — 65 out of 114 — are arriving with no conversion value, which means AppsFlyer has never been told what a subscription start looks like on iOS. Google's UAC algorithm is flying blind, optimizing for raw installs instead of paying users, which systematically fills your funnel with non-converting traffic. This directly explains why your install-to-conversion rate collapsed 53% in 7 days and why $2,655 in spend produced zero measurable subscriber revenue.
Recommended action
Open AppsFlyer's SKAN Conversion Value Mapping tool today, define at least three tiers (install, trial start, subscription start), publish the schema, and then rebuild your Google UAC iOS campaign with 'subscription start' set as the optimization event — do not resume spend until AppsFlyer confirms postbacks are returning non-null conversion values.
2 action items
- Define and publish SKAN conversion value schema in AppsFlyergrowth · 4h
Open AppsFlyer's SKAN Conversion Value Mapping tool and define at minimum three tiers: install (value 0), trial start (value 1), and subscription start (value 2). Publish the schema immediately so iOS postbacks begin carrying meaningful conversion signals rather than null values.
Success metric: SKAN postbacks with a null conversion value drop below 10% within 7 days of schema publication, confirmed in AppsFlyer's SKAN Analytics report.
- Rebuild Google UAC iOS campaign with SKAN conversion goalmarketing · 4h
Once the SKAN schema is live, create a new Google UAC iOS campaign targeting TR with the conversion goal set to subscription start (not installs). This forces Google's algorithm to optimize for revenue-generating users rather than raw installs, which is the only path to a positive CAC payback.
Success metric: New UAC iOS campaign reports at least 1 SKAN conversion event (trial or subscription) within the first 7 days of running, visible in both Google Ads and AppsFlyer dashboards.
MENA cultural note
- Turkish iOS users skew toward iPhones in urban centers (Istanbul, Ankara, Izmir). SKAN signal quality is especially important here — ensure the schema tiers reflect the actual Turkish subscription price points to avoid misaligned optimization.
Zero Revenue With Active Spend Makes CAC Payback Infinite
acquisition
FinanceMENA has spent $2,655 on Google Ads in the last 30 days and generated exactly $0 in revenue and 0 tracked installs — making CAC payback literally infinite right now, not just above the p75 benchmark of 14 months. On top of that, paywall conversion dropped from 12.7% to 5.9% in the last 7 days, falling below the p50 benchmark of 6.5%, meaning even if attribution is fixed, the economics still don't work without recovering conversion first.
Recommended action
Pause all Google Ads spend immediately until you fix SKAN conversion value implementation and close the 89% AppsFlyer attribution gap — every dollar spent now is untracked and unrecoverable, and there is no revenue to justify a single cent of paid UA until the paywall conversion rate is confirmed back above 6.5%.
2 action items
- Pause all Google Ads campaigns and document restart criteriagrowth · 2h
Pause every active Google Ads campaign now and write a one-page restart checklist that lists the exact conditions required before reactivation: SDK verified, attribution gap <20%, SKAN schema published, trial CTA live, and at least one tracked conversion in staging. Share this document with the team so spend cannot resume prematurely.
Success metric: All Google Ads campaigns paused within 2 hours, restart checklist documented and shared with at least marketing and engineering leads, and no campaign reactivated until all checklist items are checked off.
- Investigate paywall conversion drop from 12.7% to 5.9%product · 4h
Pull session recordings and funnel drop-off data for the last 7 days to identify whether the paywall conversion decline is caused by a UI regression, a pricing display bug, or a change in user quality from ads. A 53% relative drop in 7 days is almost always a technical or copy regression, not an organic trend.
Success metric: Root cause of paywall conversion drop identified and documented within 48 hours, with a specific fix ticket created and assigned. Paywall conversion rate returns to ≥10% within 7 days of fix deployment.
MENA cultural note
- Turkish users are particularly sensitive to price anchoring. If the paywall shows the full annual price without a clear per-month breakdown in TRY, conversion will drop sharply. Verify the paywall displays a monthly equivalent price prominently alongside the annual total.
Zero trials running — subscription engine is completely off
monetization
FinanceMENA has zero trial starts over the last 30 days, meaning the primary conversion mechanism for a subscription health app in Turkey simply doesn't exist. The TR health app median trial conversion rate is 24% — you're not at 0% conversion, you have no conversion pathway at all. Every dollar spent on Google Ads is driving users into a dead end with no way to become a paying subscriber.
Recommended action
Launch a 7-day free trial on your paywall this week: gate it behind a single compelling screen, surface it as the primary CTA on first app open, and wire up SKAN conversion values simultaneously so you can measure trial starts on iOS — then pause Google Ads spend until attribution is confirmed working.
2 action items
- Launch a 7-day free trial as primary paywall CTAproduct · 16h
Implement a 7-day free trial offer on the paywall and surface it as the single primary call-to-action on first app open. Gate the trial behind one compelling value screen — do not bury it in settings or behind multiple onboarding steps. This is the minimum viable conversion path for a subscription health app.
Success metric: At least 1 trial start recorded in the analytics dashboard within 72 hours of launch, with trial start rate reaching ≥5% of new installs within the first 7 days.
- Wire trial start event to AppsFlyer and SKAN conversion schemaengineering · 8h
Ensure the trial start event fires an AppsFlyer custom event ('af_start_trial') at the exact moment a user confirms the free trial, and that this event maps to conversion value tier 1 in the SKAN schema. Without this wiring, Google's algorithm will never learn which users convert and ad spend will remain unoptimized.
Success metric: Trial start event ('af_start_trial') appears in AppsFlyer Live Events within 15 minutes of a test trial activation, and SKAN postback conversion value 1 is confirmed in AppsFlyer's SKAN report within 24 hours.
MENA cultural note
- Turkish users are price-sensitive; a free trial lowers the commitment barrier significantly. Ensure the paywall copy is in fluent Turkish and that the price is displayed in Turkish Lira (TRY) with local formatting. Consider integrating Iyzico or Papara as payment options alongside App Store billing to reduce checkout friction.
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Sign up — freeHow Madar reached these findings· 5 stages
Madar's audit engine runs the data through a chain of reasoning stages. Here's a condensed view of how the FinanceMENA findings were assembled.
Generated 10 hypotheses from the raw signal. Flagged the 89% Google Ads / AppsFlyer attribution gap as the dominant fault line and noted that zero DAU combined with active spend is the fingerprint of an SDK initialization failure, not a campaign problem. Cross-referenced against Ramadan 2026 and Eid al-Fitr windows — concluded seasonality cannot explain a 90-day complete-absence pattern.
Pulled the trial funnel (0 starts / 30d), MRR trajectory (no snapshots), retention curve (no samples), and the SKAN postback breakdown (65 of 114 with null conversion values — 57%). Compared against Adapty's TR health app benchmarks: p50 trial conversion is 24%, paywall view→purchase p50 is 6.5%. FinanceMENA is below p25 on both axes — registered as critical.
Synthesized 8 critical findings, ranked by ROI score. Top of the list: $2,655 burned on the YE-mistargeted Google Ads campaign (estimated impact: $2,655/mo recovered). All eight are scored 'critical' severity — there is no medium or low signal in this audit; everything is structural.
Applied MENA cultural intelligence: KVKK consent requirements for Turkish health apps, Iyzico/Papara as dominant local payment rails (Stripe-only checkouts lose 20–35% of TR traffic), TRY price anchoring sensitivity, iPhone urban skew (Istanbul/Ankara/Izmir) for iOS SKAN tuning. These overlays appear in the recommended action items where they materially change the fix.
Translated findings into 16 action items with owner roles and success metrics. Sequenced dependencies so engineering unblocks marketing (SDK fix before campaign restart; SKAN schema before iOS UAC rebuild). Wrote a 4-paragraph diagnostic narrative localized into Arabic and Turkish.
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