How many complaints back this opportunity?

One first-hand report, filed on Reddit. We publish single-report gaps only when the complaint is specific enough to act on, and we show the count plainly instead of inflating one signal into a trend. Every report is screened automatically and approved by a reviewer before publication.

Where does this data come from?

The evidence for this gap was collected from Reddit. DDMarketer monitors public communities where users describe problems in their own words, then screens and scores each complaint before publication. The full pipeline is documented in our methodology. More validated gaps in this space are listed under Marketing Operations.

Ad panels hide true cost per payer

Direct answer

DDMarketer tracks 1,265 validated software gaps from real user complaints. In Marketing Operations, “Ad panels hide true cost per payer” scores 80/100 for commercial intent, one of 62 validated gaps in Marketing Operations, based on 1 first-hand report from Reddit. Every gap is screened, scored, and approved by a reviewer before publication. Re-scored October 2026.

80/100 commercial intent60/100 confidencepaid install attribution and payback for indie subscription appsUpdated October 2026

The problem, as people describe it

A solo developer spent about EUR 12,870 on Apple Search Ads and Google Ads for a subscription calorie tracker and still ended around EUR 5,800 in the minus. Google Ads reported a cost per acquisition near EUR 1, but matching click IDs against RevenueCat showed the true cost per paying user around EUR 22, because campaigns optimized for app opens rather than purchases. The reconciliation was done by hand before the ads were switched off.

Gap facts

Validated facts for this software gap
Intent score	80/100
Platform	Reddit
Category	Marketing Operations
Niche	paid install attribution and payback for indie subscription apps
Date	October 2026
Evidence count	1 report

What is missing

What is missing is the product on the supply side: a tool built for the complaint above, from users in paid install attribution and payback for indie subscription apps. The demand side is documented on this page — 1 first-hand Reddit report scored 80/100 for commercial intent — while the build side (MVP scope, suggested pricing, named competitors, risks) is what the dossier adds.

Evidence: 1 report
Platforms: 1
Category: Marketing Operations
Found on: reddit

Scored 80/100 for commercial intent, one of 62 validated gaps in Marketing Operations. This gap rests on a single first-hand report, quoted above and checked against its source before publication. We show the one signal we actually have rather than inflating it into a trend. The source link and the validation playbook are in the dossier.

How this was scored

DDMarketer mines public complaints from Reddit, Hacker News, GitHub, Stack Exchange, Trustpilot, App Store, Forums, and X and runs each through a two-pass LLM classification and a 0–100 scoring rubric: commercial intent weighs budget signals, business impact, and active searches for a paid alternative, while confidence reflects evidence quality and specificity. Nothing publishes automatically — every gap clears automated screening and human editorial review. This page is one of 1,265 validated gaps in the current corpus.

Read the full methodology.

The dossier for this gap

The source complaints and their links, the MVP scope, suggested pricing, the competitors already in this space, the risks, and a validation playbook you can run in an afternoon. Create a free account to open it.

Open the full dossier

Frequently asked questions

How many complaints back this opportunity?: One first-hand report, filed on Reddit. We publish single-report gaps only when the complaint is specific enough to act on, and we show the count plainly instead of inflating one signal into a trend. Every report is screened automatically and approved by a reviewer before publication.
Where does this data come from?: The evidence for this gap was collected from Reddit. DDMarketer monitors public communities where users describe problems in their own words, then screens and scores each complaint before publication. The full pipeline is documented in our methodology. More validated gaps in this space are listed under Marketing Operations.

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