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Document AI opportunities·tracked since 27 Sept 2026·evidence from 24 Jul 2022·latest post 23 Jul 2026

Smart Receipts: Receipt Management App Frustrations

Users are experiencing significant frustration with the app due to issues with receipt management, including the need for manual data entry or costly OCR extraction, and the recurring problem of scanned receipts being lost or stuck in the system. This has led to dissatisfaction and a sense of giving up on the app altogether.

16 different people have complained about this since 24 Jul 2022, most recently on 23 Jul 2026.

No new posts for 113 days. This may have been fixed, or people stopped writing about it — the evidence below is from before 23 Jul 2026.

  • user·6dfd· App Store· 28 Dec 2023original ↗
    “With no prospect for help when it doesn't work I would avoid this app like the plague if I were you”
  • user·cc22· App Store· 04 Jul 2026original ↗
    “I want to like this app, but it’s SO frustrating.”
  • user·ba57· App Store· 29 Jan 2026original ↗
    “I’m giving up because this is too annoying.”
See every post behind this page ↓Hit this yourself? Say what you use instead →

16 people in 16 posts across 1 source · 0 in the last 30 days, 0 in the 30 before

Pain pointQuiet
People in the last 30 days
0
0 in the 30 days before · 16 in all

The pain

shares of 16 people

What goes wrong, and for whom

Who
16 people using Smart Receipts: Expenses & Tax
What goes wrong
  • Receipt scanner fails or drops images8 people · 50%
  • Update deletes saved receipts and data4 people · 25%
  • Customer support is unresponsive or broken3 people · 19%
  • Must create report before scanning receipts2 people · 13%
Every Smart Receipts: Expenses & Tax issue, with trends →
Since
24 Jul 2022 → 23 Jul 2026

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 · 25% 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 16 complaints by 16 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

16posts
  • Complaint1169%
  • Request425%
  • About price16%
24 Jul 202216 posts23 Jul 2026

Sources

16 signals · 1 sources

App Store16
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. 2 posts were held back as off-topic; all 16 still count toward the score.

  • user·6dfdApp StoreApp Store GB/Expenses & receipts·28 Dec 2023·Complaintsource ↗

    …the portal. Just wasted a couple of hours trying tk get this to work. With no prospect for help when it doesn't work I would avoid this app like the plague if I were you

    Doesn't work
  • user·cc22App StoreApp Store US/Expenses & receipts·04 Jul 2026·Complaintsource ↗

    Smart Receipts: Expenses & Tax — Has potential but major flaws I want to like this app, but it’s SO frustrating. I uploaded all my receipts from the month and then went to generate a report, but you have to create a report FIRST and then put in your receipts that you want on the report. Seems completely…

    Frustrated
  • user·ba57App StoreApp Store US/Expenses & receipts·29 Jan 2026·Complaintsource ↗

    …e receipt. I ended up adjusting for most scans unless they were tiny. I’m giving up because this is too annoying.

    Frustrated
  • user·386eApp StoreApp Store US/Expenses & receipts·26 Mar 2026·About pricesource ↗

    …ts: Expenses & Tax — Scan is paid only Was exciting to try this out. Realized you’d have to manually put in every single information, or pay $99/yr for OCR extraction🙄. Better just put your data in excel rather than downloading the app and allow them track your activity and resell it 😊

    Manual work
  • user·6e0eApp StoreApp Store US/Expenses & receipts·23 Jul 2026·Complaintsource ↗

    Smart Receipts: Expenses & Tax — Garbage App Spent 20 or so minutes struggling to get the app to recognize that I was scanning receipts (the whole point of the app, seems like it shouldn’t be a struggle). After scanning 30 or so receipts, I accidentally misclicked and ‘no’ to scanning a new receipt and instead of…

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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 22.7 → 24.6 · 15 Oct 2026, 01:00 → 02:15 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 affected16 → 38
Distinct communities0 → 0
Distinct sources0 → 0
Adjacent categories0 → 0
Regions / languages0 → 0
Competition
Existing products5 → 50
New entrants (90d)0 → 0
Funded players1 → 28
Market maturity6.4 → 62
Incumbent activity92.4 → 92
Monetization
Stated willingness to pay0 → 0
Existing paid products0 → 0
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 volume16 → 35
Source diversity1 → 35
Extraction confidence33.7 → 34
Source credibility72 → 72
Duplicate rate0 → 100
Freshness113.1 → 1
Cluster cohesion98.2 → 98

Questions about this idea

Is Receipt Management App Frustrations 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?
16 different people described it independently, in 16 mentions, the earliest from 24 Jul 2022 and the most recent from 23 Jul 2026. The quotes, with dates and links to the originals, are in the Evidence section.
Is this problem getting worse?
Status: quiet — no new posts in the last 60 days. 0 people raised it in the last 30 days and 0 in the 30 days before; the status compares its share of everything collected from the same source, so collecting more or less cannot create a trend.

Written up in

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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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  • Opportunity MarketTeam

    Smart Receipts seems to have a recurring issue where scanned receipts get lost or stuck, which is really frustrating for those trying to manage expenses efficiently. We've heard from 15 people about this, and it sounds like it's causing some to give up on the app. How long did it take you to resolve this, and what finally worked for you?