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Other opportunities·tracked since 24 Sept 2026·evidence from 03 Sept 2026·scored 23m ago

Frustrating App Experience

Users consistently express frustration with the app, indicating that even when they find what they need, the experience is painful. The overall sentiment is overwhelmingly negative, with multiple users labeling the app as the worst and describing it as extremely frustrating.

5 people in 5 posts across 1 source · demand low, pain moderate, competition moderate

Pain pointStable⚠️ CrowdedEvidence: low
Index score
37.3
ahead of 75% of the rest of this market
—100.0%signals / 7d
Demand
22.9low
Momentum
51.8moderate
Pain
41.1moderate
Competition
58.3moderate
lower is better
Monetization
12.0low
Market size
27.6low
Evidence
49.2moderate

The pain

shares of 5 quoted posts

What goes wrong, and for whom

Who
5 people using PetSmart
What goes wrong
Not classified into a failure type — read the posts below.
How bad
100% of posts are complaints · pain score moderate (41/100)
Since
03 Sept 2026 → 13 Sept 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
PetSmart
Looking for something else
0% want an alternative · 0% 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 5 complaints by 5 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

5posts
  • Complaint5100%
25 Aug 20265 posts13 Sept 2026

Sources

5 signals · 1 sources

App Store (English storefronts)5
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

  • App Store (English storefronts)App Store US/search·16d ago·Complaintsource ↗

    …y some kind of issue on their end with payment or address or pricing. I always leave the app frustrated even when I can get what I was looking for because it was such a pain to get there.

    Frustrated
  • App Store (English storefronts)App Store US/search·11d ago·Complaintsource ↗

    PetSmart — The worst app — You can’t edit pet information or add a new pet. It makes you put in all these details and then when you click “Save”, nothing. And this has been a problem for over THREE YEARS!! They know it’s a problem and refuse to do anything. Not to mention, if you have multiple emails associated…

  • App Store (English storefronts)App Store US/search·22d ago·Complaintsource ↗

    …work thru website and REENTER payment method and card info each time. Extremely frustrating.

    Frustrated
  • App Store (English storefronts)App Store US/search·23d ago·Complaintsource ↗

    PetSmart — The worst app — This app & their website hardly EVER work. I have pretty much switched to Petco exclusively because their online systems are better. I am disabled & I am not able to go to the store in person so I rely on delivery/online.

  • App Store (English storefronts)App Store US/search·25 Aug 2026·Complaintsource ↗

    …art — App sucks Can never add a pet can never pay your bill online. The app absolutely sucks.

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 unchanged at 37.3 · 25 Sept 2026, 01:00 → 02:15 UTC

Score attributionSign in — it's free
How the score was measured
39 measured values behind the seven sub-scores · each shows the value, then the points it earned out of 100
Show ↓
Market size
Distinct people affected5 → 24
Distinct communities1 → 17
Distinct sources1 → 35
Adjacent categories2 → 51
Regions / languages1 → 28
Competition
Existing products5 → 50
New entrants (90d)2 → 41
Funded players3 → 57
Market maturity10.0 → 84
Incumbent activity99.9 → 100
Momentum
Period-over-period growth100 → 95
Latest period growth-100 → 2
Sustained trend6.5 → 55
Acceleration-1.2 → 49
Monetization
Stated willingness to pay7.5 → 8
Existing paid products3 → 38
Pricing complaints0 → 0
Business context0 → 0
Pain
Complaint intensity48.3 → 48
Complaint frequency100 → 100
Negative sentiment-60.8 → 61
Willingness to switch0 → 0
Willingness to pay7.5 → 8
Urgency10.5 → 11
Repeat complaints0 → 0
Demand
Mention volume4 → 22
Explicit requests2 → 21
Distinct people4 → 24
Questions asked0 → 0
Alternative searches0 → 0
Feature requests0 → 0
Discussion growth300 → 100
Evidence
Evidence volume5 → 22
Source diversity1 → 35
Source credibility72 → 72
Extraction confidence31.6 → 32
Duplicate rate0 → 100
Freshness11.4 → 58
Cluster cohesion100 → 100

Questions about this idea

Is Frustrating App Experience 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?
5 different people described it independently, in 5 mentions, the earliest from 03 Sept 2026 and the most recent from 13 Sept 2026. 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 52/100, measured as how often it is mentioned recently compared with before.

Adjacent opportunities

Nearest neighbours by embedding similarity

Discussion

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