Top Problems With Chemistry Apps in 2026

We analyzed 20 negative reviews from the top 5 Chemistry apps on the App Store. Here's what users hate most.

20
Reviews Analyzed
10
Issues Found
78/100
Opportunity Score

Top User Complaints

Ranked by frequency — how often each complaint appears in negative reviews.

#1: Incorrect answers and poor accuracy

High Severity

65% of negative reviews mention this issue.

"It will advise of correct answer and be wrong 80% of time."
"This app gets more answers wrong than right."

#2: Deceptive free tier / forced subscription

High Severity

25% of negative reviews mention this issue.

"I don't understand why it says free in the description but as soon as you download, it brings you to a screen to sign up for a subscription and won't let you get out of it."
"The free version does not give you step by step explanations like advertised and there is limits on how many questions."

#3: Poor performance and loading issues

High Severity

30% of negative reviews mention this issue.

"Now it just continuously loads."
"When i first payed for the app, it worked super well and fast but now it takes so long to load"

#4: Photo recognition failures

Medium Severity

20% of negative reviews mention this issue.

"Have had issues with how it interprets photos"
"CANT EVEN PICK UP A PROBLEM"

#5: No text input option

Medium Severity

10% of negative reviews mention this issue.

"You can't even type anything in, has to be photos no matter what."

#6: Missing settings and basic UI features

Medium Severity

15% of negative reviews mention this issue.

"NO SETTINGS OR BUTTONS?? LAZY APP DESIGN"
"theres literally no settings page"

UX Pain Points

Design and usability issues driving negative reviews.

Inability to cancel subscription

Users report being trapped in subscriptions with no clear cancellation path, leading to billing frustration

"Sure completed my homework but now I can't cancel my subscription🤦🏾‍♂️"

Forced subscription wall on download

App advertised as free but immediately forces subscription signup with no exit option

"I don't understand why it says free in the description but as soon as you download, it brings you to a screen to sign up for a subscription and won't let you get out of it."

Inconsistent reliability over time

Performance degrades after initial period, suggesting server/infrastructure issues or deliberate throttling

"I feel like it worked great in the beginning. Now it just continuously loads. Its wrong half the time."

Limited question capacity even in free tier

Free version has undisclosed limits on number of questions users can ask

"The free version does not give you step by step explanations like advertised and there is limits on how many questions."

Want the Full Analysis?

Get the complete Chemistry market intelligence report — including missing features, pricing insights, build recommendations, and competitor weaknesses.

View Full Report — $9.99

30-day money-back guarantee

Related App Categories