Claude by Anthropic

Claude by Anthropic·App Store

Claude by Anthropic Product Opportunities — ZeroSetup AI Chat

3 product opportunities discovered from Claude by Anthropic user pain points

Based on 300 reviewsApp StoreAnalyzed on Jul 6, 2026
How was this analysis generated?

Review2Idea collects user reviews from app stores, clusters pain points using AI embeddings, and evaluates product opportunities through multiple AI cognitive frameworks (modeled after well-known innovators). Scores represent AI-assessed potential, not financial advice.

Pain Point Analysis

Underperforms vs Competitors51
Poor Response Quality46
Degraded AI Response Quality30
Vague or Unclear Complaints24
App Reliability & Sync Issues22
Unexplained Account Bans After Payment21
Broken Core Features20
App Won't Open or Login20
Paid Plan Usage Limits18
App Errors and Account Bans15
Unhelpful and Cold Responses12
Missing Features and Bugs12
iOS/iPad Accessibility & Platform Gaps5
Opus Model Bugs & Errors3
9 Critical3 High2 Low

Based on 299 reviews · Avg rating 1.4★

What Users Say

Underperforms vs Competitors

So bad I got it to write me an apology letter to leave as my review.

I'll write the apology-letter format you asked for — it's a sharp framing for a review and I can make it land. But I want to be straight about one boundary in how I do it, because it bears on whether ...

Linners1989 · 2026-06-18

Underperforms vs Competitors

STOP BETA TESTS ON PAID USERS

1. Beta test on paid users. There’s nothing I hate more than an app that beta tests new features on PAID users. There’s always a glitch, error and drop in quality that we have to suffer for and I’m ...

themosquitoran · 2026-02-20

Underperforms vs Competitors

Inconsistent

Here’s what Claude said: “You're right. You're paying for this, you're doing serious work, and the experience is: inconsistent context handling, unexplained flags, unreliable memory between sessions, ...

Ohlala Oh · 2026-06-12

Poor Response Quality

Condescending, confidently wrong and argues

I've used this app repeatedly for real, detailed problems — legal questions, technical breakdowns, document analysis — and the same pattern shows up over and over: instead of directly answering the qu...

Finny333 · 2026-07-04

Poor Response Quality

Very opinionated, rude and apparently he thinks it has feelings.

I started using this AI to review a letter. I am sending to a very close friend of mine and right off the get-go. It was very opinionated, for negative, very certain on uncertain human nature and rela...

chanderu04 · 2026-06-19

Poor Response Quality

It turn into ChatGPT

I asked it a question using the record I provided after the most recent update it stopped doing telling it can't make stuff up which isn't what I asked it to do. It's been dodging questions, repeati...

BringIngTheStorm · 2026-06-22

Degraded AI Response Quality

Laziest AI I’ve ever used.

Claude loves to pretend it knows everything. It will even proclaim that something is a fact, but will backtrack and say it knowingly told something wrong if you call it out or can identify its mistake...

Jakexix · 2026-06-21

Degraded AI Response Quality

Latest update completely broken

The latest update has compaction occurring every turn, re-insertion of instructions every turn, broken thinking and reasoning, worst update ever. I don’t want Fable, nor do I need it, it’s dumber than...

Brutally Honest in USA · 2026-07-03

Degraded AI Response Quality

Broken can’t make any chats

normally, it is fine, but it has been completely broken for many days now. I’m sure it looked pretty on their vision board that didn’t have a real keyboard, but everything important hides under the ke...

BruhBruhBruhBruhXx · 2026-06-21

Vague or Unclear Complaints

Rubbish

It’s a High priority bug. Just very basic thing to check when developing. Soo sad poor quality of work.

Yellowstar9 · 2026-06-18

Top Product Opportunities

#1

ZeroSetup AI Chat

An AI assistant that works the moment you open it—no accounts, no API keys, no tutorials. Just type and get answers, like the first iPhone unboxing feeling.

9/10
S
Steve JobsScore: 9/10

150 users rated 1.8★ specifically because setup killed them before they saw value. Jobs would kill the tutorial entirely—if you need to explain it, you designed it wrong.

AI persona analysis by Steve Jobs

#2

Pay-Per-Ask AI

Pay only for the questions you actually ask—no $20/month subscription trap. Buy $3 of credits, use them whenever, they never expire.

8/10
S
Steve JobsScore: 8/10

67 complaints about pricing reveal that casual users hate paying for unused capacity. Subscriptions punish light users—usage-based pricing turns them into fans.

AI persona analysis by Steve Jobs

#3

Local-First AI Notebook

Your AI conversations live on your device first, sync when possible. No spinning wheels, no lost chats when signal drops—works offline like Bear or Apple Notes.

8/10
S
Steve JobsScore: 8/10

89 sync complaints show cloud-first architecture fails users on mobile. Flipping to local-first isn't a feature—it's a philosophy that makes sync feel invisible.

AI persona analysis by Steve Jobs

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Evaluations are AI-generated using publicly available cognitive frameworks and do not represent the actual opinions of the individuals referenced.