1,288 public Shopify App Store reviews (≤3★) analyzed → 237 curated cases (up to 30 per type). This page: category table + one classic example each — full text, source link, and takeaway. Open a category for all cases, vetting questions, and ETdropship comparison FAQ.
Complaint categories at a glance
Use this table to jump to the case block that matches your concern.
| Category | Reviews tagged | Avg ★ | Cases shown | Apps mentioned |
|---|---|---|---|---|
| Slow or lost shipping | 382 | 1.4★ | 30 | AliDrop, AliDropship, AutoDS |
| Other merchant complaints | 361 | 1.5★ | 30 | AliDrop, AliDropship, Alidropify |
| Poor customer support | 212 | 1.4★ | 30 | AliDrop, AliDropship, AutoDS |
| Hidden fees & billing disputes | 172 | 1.3★ | 30 | AliDrop, AliDropship, Alidropify |
| Product quality issues | 57 | 1.6★ | 30 | AutoDS, Bestfulfill, CJdropshipping |
| Inventory & stock sync failures | 46 | 1.7★ | 30 | AliDrop, AutoDS, CJdropshipping |
| Order fulfillment failures | 31 | 2★ | 30 | AliDrop, AutoDS, DSers |
| App bugs & integration issues | 22 | 1.8★ | 22 | AliDropship, AutoDS, Eprolo |
| Branding & custom packaging | 5 | 2.2★ | 5 | CJdropshipping, Printify, Wiio |
One classic case per category
Each block below is the highest-scored curated case in that complaint type (from 1288 tagged reviews, 237 shown site-wide).
Slow or lost shipping
Classic example — top curated case from 30 shown (382 in sample).
**View all 30 curated cases →**
[#752742] Printful · 1★ — Slow or lost shipping (“So, I decided to leave a review because I just got super…”)
1★ merchant review (full text)
So, I decided to leave a review because I just got super annoyed. To say it upfront, printful is not a bad service by any means, but hella expensive and I expect at least some decent service for the costs. So, I basically placed a sample order to check the quality of a product and got my 1x per month 3 item per order discount. Which is a joke in terms of savings considering I don't need the product and it's just a check. Anyways, I realised that I like to check a few different products and contacted their support if the order can be edited and some products can be added. Not possible because already in production (not shipped yet). Well, ok, so I asked for a discount code - Also not possible because I can only order samples once per month. How about the sample discount for 2 other products I still didn't use? Doesn't matter. Ok, fine, doesn't matter do me either, here is your review. What a joke, spend $100 on 2 product samples to check their quality and throw them into some corner afterwards. Could have bought some HUGO BOSS stuff for that price. Edit: This is just getting better, I actually still had an order discount for this month left but the customer support didn't even care to point this out besides all the talking we had. Congrats on terrible customer service. ----------------------------- UPDATE: - It's getting even better, I ordered 2 sample orders and seems like 1 of them got lost after being finally shipped after almost 2 weeks. First order took 10 days overall and on the second order which already almost took 30 days. So I told the support to look into the order and they are like "oh, yeah sorry it's late, yada yada, please wait, deliveries sometimes take longer". A 50% failure quote for me without any replacement offer even if it's obvious how terrible the service was for this order. I had to chuckle when I found out, this company is a bad joke for their outrageous price point. --------------------- Update 2: You guys are hillarious. I understand you're just doing your job here and were told to reply in certain ways but I mentioned that the order was in production for 2 weeks before even being shipped. So even here the response is flawed. Good grief, please let your higher ups know how trashy your companies service is, less struggle with most chinese suppliers I worked with - what is quite an accomplishment in itself.
Source: Printful on Shopify App Store · shop: Pawskie · Germany · 12 months using the app · 1★ · Edited July 12, 2021 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Other merchant complaints
Classic example — top curated case from 30 shown (361 in sample).
**View all 30 curated cases →**
[#1798475] AutoDS · 1★ — Other merchant complaints (“Cuidado!! estoy aprendiendo a hacer una tienda en linea…”)
1★ merchant review (full text)
Cuidado!! estoy aprendiendo a hacer una tienda en linea y a la semana me hicieron un cargo por $250 Dlls, no hay forma que me respondan, ni he entendido como entrar a ver los productos y es un abuso que sin avisar se haya hecho un cargo, realmente estaba interesada en utilizar esta app, pero es un robo que a alguien que no sabe como utilizarlo y ni ha entrado a usarla se haya robado esa cantidad de dinero. Cuidado!! porque aun dice que el limite es $10,000 Dlls, es una gran estafa y pésimo servicio, aún nadie me ha repondido mi mensaje.
Source: AutoDS on Shopify App Store · shop: Mi tienda · Mexico · 13 days using the app · 1★ · July 13, 2025 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Poor customer support
Classic example — top curated case from 30 shown (212 in sample).
**View all 30 curated cases →**
[#1430363] AutoDS · 1★ — Poor customer support (“Their service never worked for me. I ordered and input $…”)
1★ merchant review (full text)
Their service never worked for me. I ordered and input $800 from paypal to my wallet balance. Despite being on chat support for hours and following all their steps, the orders stayed "in progress" for days. I ended having to cancel them and order them manually from various other sellers completely wasting my time and delaying my customers orders. Then the real nightmare began. I went on chat for hours, and opened up 4 separate tickets, was given several auto responses. All I wanted was refunds for my 3 separate paypal transactions. After days, they finally agreed to refund me, then kept 15% stating paypal keeps 15%. They stole my money and kept insisting paypal keeps 15% for refunds. I know this is a flat out lie since I obviously have refunded customers on paypal knowing they get the full refund. Also, they sent me two payments one in full, and one partial amount. When I did three separate paypal payments to them. If paypal really took 15%, I would've received three separate refunds with 15% removed, instead of one payment 100% refunded and one artbitrary amount. DO NOT USE this service. I wish I could give zero stars.
Source: AutoDS on Shopify App Store · shop: EDGE Mobility System · United States · 5 days using the app · 1★ · June 8, 2024 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Hidden fees & billing disputes
Classic example — top curated case from 30 shown (172 in sample).
**View all 30 curated cases →**
[#1474529] Spocket · 1★ — Hidden fees & billing disputes (“Looking for a new dropshipping app. This one was apparen…”)
1★ merchant review (full text)
Looking for a new dropshipping app. This one was apparently 'free' to start off with or have a 14 day free trial. It wouldn't let me choose a free plan no matter what i did. i'm just starting out & was told to get a free one to start off with, don't be fooled into thinking you have to pay especially as a new dropping site ! even the free trial wasn't free it was asking for $1.99 now !! SCAM ..... AVOID ....
Source: Spocket on Shopify App Store · shop: Dark Moon · United Kingdom · 6 minutes using the app · 1★ · July 22, 2024 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Product quality issues
Classic example — top curated case from 30 shown (57 in sample).
**View all 30 curated cases →**
[#1518514] Spocket · 1★ — Product quality issues (“BEWARE of this app. I downloaded the app only to see th…”)
1★ merchant review (full text)
BEWARE of this app. I downloaded the app only to see that most of the products on there are cheap junk and unsuitable for the standards of manufacturing I have for my website. I uninstalled the app the same day that I deleted it. However, they claim that uninstalling it was not enough to CANCEL the subscription after the trial period. They charged me $39.99 at the end of the trial period even though I never used the app even once, never set it up, nor sold any products from it. They claim this was made clear in the Terms and Conditions and refuse to give me a refund. However, with every other app I have ever used on Shopify, to uninstall it is enough to cancel the subscription or service and no additional cancellation was ever needed. This is intentionally misleading and manipulative. It was only after I went in and delinked the service from my PayPal account after discovering the charge that the consider it "canceled". EXTREMELY DISHONEST AND INFLEXIBLE COMPANY. I DO NOT RECOMMEND.
Source: Spocket on Shopify App Store · shop: Sustainable Party Supply Co · United States · 13 minutes using the app · 1★ · September 2, 2024 · View original review
What went wrong: Received goods did not match what was advertised — refunds and reputation cost fell on the seller.
Inventory & stock sync failures
Classic example — top curated case from 30 shown (46 in sample).
**View all 30 curated cases →**
[#1160216] Spocket · 1★ — Inventory & stock sync failures (“It says there is a free plan available, but whenever I t…”)
1★ merchant review (full text)
It says there is a free plan available, but whenever I tried to add an item to my import list, it kept trying to make select a plan to upgrade to. A free plan doesn't count as a free plan if all I can do is look at the products and cannot actually order them without upgrading. False advertising.
Source: Spocket on Shopify App Store · shop: Red Pawn Shop · United States · 12 minutes using the app · 1★ · August 22, 2023 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Order fulfillment failures
Classic example — top curated case from 30 shown (31 in sample).
**View all 30 curated cases →**
[#1177042] DSers · 1★ — Order fulfillment failures (“I don't understand what the need was to upgrade the syst…”)
1★ merchant review (full text)
I don't understand what the need was to upgrade the system when everything was working perfectly fine! For no reason they decided to make changes and have created a mess! Suddenly, they have created new tabs for aliexpress and unmapped orders which creates more work because you can not place order from unmappped orders tab. As soon as you manually add a new supplier, it goes to a different tab and you need to place an order there! Seriously looking for an alternative now!
Source: DSers on Shopify App Store · shop: Coco & Dee · Australia · 5 months using the app · 1★ · September 14, 2023 · View original review
What went wrong: Orders were not processed or shipped on time, leaving the merchant exposed to buyer complaints.
App bugs & integration issues
Classic example — top curated case from 22 shown.
**View all 22 curated cases →**
[#2106352] Syncee · 1★ — App bugs & integration issues (“it's pretty bad - it doesn't work. Then I have to ask fo…”)
1★ merchant review (full text)
it's pretty bad - it doesn't work. Then I have to ask for help from an AI bot for 2-3 days before a human is involved then there was nothing corrected - so I'm have the same problems
Source: Syncee on Shopify App Store · shop: Carbonite · United States · About 1 month using the app · 1★ · March 4, 2026 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
Branding & custom packaging
Classic example — top curated case from 5 shown.
**View all 5 curated cases →**
[#2092845] Printify · 1★ — Branding & custom packaging (“Terrible. We trusted this company to provide merchandise…”)
1★ merchant review (full text)
Terrible. We trusted this company to provide merchandise for our customers and they did not ship items on time and shipped the wrong items to multiple customers. We've refunded everyone on our end and Printify is not refunding us for their mistakes. I do NOT recommend this app if you care about how your brand looks to customers.
Source: Printify on Shopify App Store · shop: Safely · United States · 28 days using the app · 1★ · February 23, 2026 · View original review
What went wrong: The merchant lost time, money, or customer trust because the agent did not deliver on a core promise.
How to evaluate ETdropship on the same evidence
- Pick the category that matches your fear (shipping, billing, support, etc.)
- Read 1–2 full cases — note the failure mode, not just the star rating
- Ask ETdropship (or any agent) the bulleted vetting questions before scaling ads
- Install the ETdropship Shopify app — free — and validate with a sample order
- Leave your own public review so the ecosystem stays accountable
We would rather earn trust through transparent operations than pretend dropshipping has no risk. If a lane, factory, or SKU cannot meet your standard, we say so before you list it — that is the practical lesson behind the negative reviews we analyzed and curated here.
Frequently asked questions
What do merchants say about slow or lost shipping with dropshipping agents on Shopify?
ETdropship quotes lane-level delivery windows before you publish a product, syncs tracking back to Shopify, and escalates stalled shipments with documented status — we do not promise impossible 3-day global delivery on every SKU, but we do not leave merchants guessing for years.
In our sample of 382 public reviews (≤3★, avg 1.4★) tagged “slow or lost shipping”, complaints appeared across apps including AliDrop, AliDropship, AutoDS, Bestfulfill, CJdropshipping.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• What is the published ETA range per lane before I list a SKU?
• Who owns escalation when tracking stalls for 14+ days?
• Do you reship or refund if a parcel is confirmed lost?
What do merchants say about other merchant complaints with dropshipping agents on Shopify?
When a complaint does not fit a single bucket, vet the agent on written policies, order-level accountability, and verifiable track records — the same standard we apply to ETdropship operations.
In our sample of 361 public reviews (≤3★, avg 1.5★) tagged “other merchant complaints”, complaints appeared across apps including AliDrop, AliDropship, Alidropify, AutoDS, CJdropshipping.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• What is your refund policy in writing?
• Who is accountable when an order fails?
What do merchants say about poor customer support with dropshipping agents on Shopify?
Merchants work with a dedicated account manager (not only an in-app bot).
In our sample of 212 public reviews (≤3★, avg 1.4★) tagged “poor customer support”, complaints appeared across apps including AliDrop, AliDropship, AutoDS, CJdropshipping, DSers.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• Is support a human account manager or only a chatbot?
• What is the response-time SLA for an open order issue?
• Can I get a ticket number tied to a specific order?
What do merchants say about hidden fees & billing disputes with dropshipping agents on Shopify?
The ETdropship Shopify app is free to install; you pay for fulfilled orders and agreed service fees — not surprise post-order surcharges.
In our sample of 172 public reviews (≤3★, avg 1.3★) tagged “hidden fees & billing disputes”, complaints appeared across apps including AliDrop, AliDropship, Alidropify, AutoDS, CJdropshipping.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• What is the full landed cost (product + shipping + handling) before I sell?
• How do I cancel and confirm no further app or service charges?
• Is there a free tier — and what exactly is paywalled?
What do merchants say about product quality issues with dropshipping agents on Shopify?
Sample orders and pre-ship QC photos are part of our workflow — quality still varies by factory, so we score suppliers and help you replace weak lines instead of defending bad batches.
In our sample of 57 public reviews (≤3★, avg 1.6★) tagged “product quality issues”, complaints appeared across apps including AutoDS, Bestfulfill, CJdropshipping, DSers, Eprolo.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• Can I order a sample and see QC photos before scaling ads?
• What happens when received goods do not match listing photos?
• How fast can I swap suppliers on a underperforming SKU?
What do merchants say about inventory & stock sync failures with dropshipping agents on Shopify?
Our Shopify app syncs orders and inventory with near-real-time updates and alerts when a supplier line drops — mapping mistakes still require merchant review, but we help correct variant links during onboarding.
In our sample of 46 public reviews (≤3★, avg 1.7★) tagged “inventory & stock sync failures”, complaints appeared across apps including AliDrop, AutoDS, CJdropshipping, DSers, Doba.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• How often does stock sync with Shopify — minutes or days?
• What alert do I get when a supplier line goes offline?
• Who fixes variant mapping errors after import?
What do merchants say about order fulfillment failures with dropshipping agents on Shopify?
Orders auto-sync from Shopify into procurement with status visible in the merchant dashboard — we target same-day processing on business days; holiday backlog is communicated proactively rather than silently cancelling.
In our sample of 31 public reviews (≤3★, avg 2★) tagged “order fulfillment failures”, complaints appeared across apps including AliDrop, AutoDS, DSers, Printful, Printify.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• What is the cutoff time from Shopify order to procurement?
• Will I see a visible status timeline I can share with buyers?
• What happens when fulfillment is cancelled without notice?
What do merchants say about app bugs & integration issues with dropshipping agents on Shopify?
ETdropship maintains a Shopify-native app tested on platform releases — no software is bug-free, but regressions are prioritized and merchants get direct support instead of being trapped in a broken self-serve flow.
In our sample of 22 public reviews (≤3★, avg 1.8★) tagged “app bugs & integration issues”, complaints appeared across apps including AliDropship, AutoDS, Eprolo, Modalyst, Printful.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• Is the app tested against new Shopify releases?
• What is the rollback plan if an update breaks sync?
• Is there a status page for known incidents?
What do merchants say about branding & custom packaging with dropshipping agents on Shopify?
Custom packaging, logo stickers, and branded inserts are available from early volume — not locked behind “enterprise only.
In our sample of 5 public reviews (≤3★, avg 2.2★) tagged “branding & custom packaging”, complaints appeared across apps including CJdropshipping, Printify, Wiio.
These are real merchant experiences published on the Shopify App Store — not marketing copy.
Questions to ask before you commit:
• Can I use neutral packing slips without supplier Chinese inserts?
• Are custom thank-you cards available without enterprise MOQ?
• Will invoices show my brand, not the agent name?
Author
Simon
Simon is a content strategist at ETdropship with extensive professional experience. He has been working in the industry for 13 years and possesses deep knowledge of the eCommerce sector and logistics systems. Passionate about his work, he creates practical and easy-to-understand content that helps sellers successfully run and grow their dropshipping businesses.
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Compare ETdropship on the same criteria
Read the cases above, ask us the vetting questions, then connect your Shopify store — free app install, human account manager, upfront landed-cost quotes, QC photos, and tracking synced to your orders.
