Recurring problems we found
Ranked by signal strength. Every claim links back to the real discussion it came from.
- 01
Chargeback and refund disputes
92/100Strong signalShopify merchants dealing with complex chargeback and refund situations.
Evidence
- $2700 Chargeback Opened 450 Days Later for a second time!!! Shopify doesn’t care!!!
- This is legalized robbery
- Chargeback process is BS
- Chargeback on probable fraud/stolen credit card, can't contact customer, I want to refund but I can't. What should I do?
- How do you handle demanding refunds?
- Customer Inputted wrong address and then demands refund or replacement more than a week and a half after it was delivered. How to deal with this?
- 02
Shopify migration considerations
83/100Strong signalUsers contemplating or seeking advice on migrating away from Shopify.
Evidence
- Need advice if I should migrate off Shopify or not
- What’s the one thing you wish you’d known before choosing Shopify?
- What is one thing about running Shopify store you wish you knew earlier?
- Best apps for beginners?
- Small Shopify/DTC teams: Slack, Teams, WhatsApp, or something else internally?
- Question for Shopify pros- why Shop App tax
- 03
Shipping label complications
83/100Strong signalMerchants encountering problems generating and managing shipping labels.
- 04
Shopify outage issues
82/100Strong signalShopify merchants facing downtime and account accessibility issues.
- 05
Merchant Center connectivity problems
72/100Moderate signalMerchants experiencing disconnection issues with their listings in Merchant Center.
- 06
Shopify admin usability frustrations
69/100Moderate signalUsers frustrated with recent updates affecting Shopify's administrative functions.
- 07
Reporting discrepancies
68/100Moderate signalMerchants observing inconsistencies between Shopify and other analytics platforms.
- 08
Scam apprehensions
64/100Moderate signalMerchants worried about potential scams affecting their business operations.
- 09
Inventory management challenges
63/100Moderate signalMerchants dealing with slow-moving inventory and management complexities.
- 10
Payment processor challenges
60/100Moderate signalSmall business owners struggling with payment processing issues affecting cash flow.
- 11
Competitor order concerns
60/100Moderate signalMerchants facing potential risks from competing orders or counterfeit activities.
- 12
Server and advertising errors
60/100Moderate signalUsers impacted by server errors related to product visibility and advertising oversight.
- 13
Shop Pay functionality issues
60/100Moderate signalUsers facing problems with Shop Pay features that don't align with their settings.
Methodology
How we found these
We pulled 151 recent public discussions from the communities that matter.
Text embeddings group posts by meaning, so the math decides what belongs together, not a guess.
Each cluster is ranked on how acute, frequent, and recent it is. Only the strongest make the page.
Nothing here is invented. Every item links back to the real conversations it was built from.
Frequently asked questions
What problems do people in r/shopify talk about most?
The most common recurring problems we found were: Chargeback and refund disputes, Shopify migration considerations, Shipping label complications. Each one on this page is backed by links to the real discussions it came from.
How were these problems found?
We scanned 151 recent public discussions about r/shopify, grouped them by topic using text embeddings (so the math decides what belongs together, not a guess), and kept only the clusters with real, repeated signal. Every problem links back to its source posts.
Can I research my own subreddits?
Yes. IdeaFast lets you scan any subreddits you choose and get scored problems with evidence. You can run your first scan for free.
Scan your own subreddits free
Find scored, evidence-backed problems in any community you care about. Stop guessing what to build.
Start your free scan