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SaaS opportunities·tracked since 30 Sept 2026·evidence from 24 Feb 2022·scored 30m ago

Smart Receipts: Unusable app due to intrusive ads

Users are frustrated with the intrusive ads in apps they have paid for, which significantly degrade usability and functionality. This issue is compounded by the loss of important data, leading to a sense of wasted investment and dissatisfaction with the service.

7 different people have complained about this since 24 Feb 2022, most recently on 22 Oct 2025.

  • user·681f· App Store· 07 Jul 2025original ↗
    “Smart Receipts: Expenses & Tax — Ads often making app literally unusable.”
  • user·0039· App Store· 28 Aug 2025original ↗
    “Very disappointed with what was previously quite a usable app.”
  • user·e96f· App Store· 31 Jan 2025original ↗
    “So all I spent on has essentially gone out in the window as I have ads on my app again.”
See every post behind this page ↓Hit this yourself? Say what you use instead →

7 people in 7 posts across 1 source · demand low, pain low, competition low

Pain pointStableEvidence: low
Index score
25.7
ahead of 54% of the rest of this market
0.0%score / 7d0.0%signals / 7d
Demand
0.0low
Momentum
42.8moderate
Pain
0.0low
Competition
36.6low
lower is better
Monetization
9.0low
Market size
9.9low
Evidence
45.1moderate

The pain

shares of 7 quoted posts

What goes wrong, and for whom

Who
7 people using Smart Receipts: Expenses & Tax
What goes wrong
Not classified into a failure type — read the posts below.
How bad
57% of posts are complaints
Since
24 Feb 2022 → 22 Oct 2025

Is this a startup idea?

Not directly. These are complaints about a product or service people already use — the fix belongs first to that provider.

Complaints are about
Smart Receipts: Expenses & Tax
Looking for something else
0% want an alternative · 43% ask the provider for a feature
What the numbers say
Almost nobody is looking for a different product — people want this provider to fix it, not a new option.
Build a prototype from thisA landing page written from these 7 complaints by 7 people.50 credits · sign in →
1

The pain — what people say

Their asks, who is writing, and the posts themselves

What people were doing

Every post behind this page, by what its author was doing — and when each one was written

7posts
  • Complaint457%
  • Request343%
24 Feb 20227 posts22 Oct 2025

Sources

7 signals · 1 sources

App Store7
Only public content is collected, author names are stored as one-way hashes, and every excerpt links back to its original post.

Evidence

Raw public posts behind this opportunity — click through to the original. 1 post was held back as off-topic; all 7 still count toward the score.

  • user·681fApp StoreApp Store US/Expenses & receipts·07 Jul 2025·Complaintsource ↗

    Smart Receipts: Expenses & Tax — Ads often making app literally unusable I don’t have a problem with the use of ads to support the development of this app. However, I’m often having to force quit the app when a full screen ad appears and does not go away on its own or allow some means of dismissing it. Even the “x” to…

  • user·0039App StoreApp Store AU/Expenses & receipts·28 Aug 2025·Complaintsource ↗

    …totally ignored. Subscription cancelled and alternative app bought. Very disappointed with what was previously quite a usable app. ADDENDUM - reference the developer response to review above. I DID email support and you did NOT respond. .

  • user·e96fApp StoreApp Store US/Expenses & receipts·31 Jan 2025·Requestsource ↗

    …t year (which was around $30) and now they have new premium versions. So all I spent on has essentially gone out in the window as I have ads on my app again. Happy to update my review if the issue is resolved.

  • user·2410App StoreApp Store AU/Expenses & receipts·13 Apr 2025·Requestsource ↗

    …n October ‘24 I updated to the $99 subscription & it’s been hopeless. Seem to have lost 5 months of work receipts. Reached out for support but it’s been really inadequate.

  • user·0d2fApp StoreApp Store AU/Expenses & receipts·29 Mar 2022·Complaintsource ↗

    Smart Receipts: Expenses & Tax — Sort the ads Sick of the ads you cannot shut down without going right back out and back in

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2

Market and score

Products already there, how the score moved, and what it is made of

Opportunity history

Every score change is stored as a snapshot — click a sub-score to overlay it

Why did it move?

Score 25.2 → 25.7 · 30 Sept 2026, 19:00 → 20:15 UTC

Score attributionSign in — it's free
How the score was measured
38 measured values behind the seven sub-scores · each shows the value, then the points it earned out of 100
Show ↓
Market size
Distinct people affected7 → 28
Distinct communities0 → 0
Distinct sources0 → 0
Adjacent categories0 → 0
Regions / languages0 → 0
Competition
Existing products5 → 50
New entrants (90d)0 → 0
Funded players0 → 0
Market maturity8.2 → 74
Incumbent activity72.4 → 72
Monetization
Stated willingness to pay0 → 0
Existing paid products3 → 38
Pricing complaints0 → 0
Business context0 → 0
Momentum
Period-over-period growth0 → 40
Latest period growth0 → 43
Sustained trend0 → 43
Acceleration0 → 50
Pain
Complaint intensity0 → 0
Complaint frequency0 → 0
Negative sentiment0 → 0
Willingness to switch0 → 0
Urgency0 → 0
Willingness to pay0 → 0
Repeat complaints0 → 0
Demand
Mention volume0 → 0
Explicit requests0 → 0
Distinct people0 → 0
Questions asked0 → 0
Alternative searches0 → 0
Feature requests0 → 0
Evidence
Evidence volume7 → 26
Source diversity1 → 35
Extraction confidence29 → 29
Source credibility72 → 72
Duplicate rate0 → 100
Freshness354.3 → 0
Cluster cohesion100 → 100

Questions about this idea

Is Unusable app due to intrusive ads a startup idea?
Not directly. These are complaints about a product or service people already use, and the fix belongs first to that provider. The page shows what is frustrating users and how badly — not an open market to start a company in.
How many people have this problem?
7 different people described it independently, in 7 mentions, the earliest from 24 Feb 2022 and the most recent from 22 Oct 2025. The quotes, with dates and links to the originals, are in the Evidence section.
Is this problem getting worse?
Current status: stable — mentioned at a steady rate. Momentum is 43/100, measured as how often it is mentioned recently compared with before.

Adjacent opportunities

Nearest neighbours by embedding similarity

Have you run into this?

Written by readers, except comments marked Team, which are ours. Not part of the evidence above and not counted in any score.

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