327 complaints extracted from 327 reviews of Amazon QuickSight between 2018-08 and 2026-02, average rating 4.16/5, grouped into the problems users report most. Each problem links to the market it belongs to and to startup ideas built on it.
The problems Amazon QuickSight users report
Missing advanced features for non-Power BI users — 38 complaints about Amazon QuickSight; 40 complaints across 2 products · market pageUsers on QuickSight and Analyzer repeatedly hit walls where basic BI tasks — merging reports on a common column, creating custom calculated fields, grouping data, writing complex expressions — either don't exist or require painful workarounds. Complaints include 'severe lack of ability to make custom fields, group bys,' 'calculated field editor lacks robust debugging tools,' and 'inability to merge and drag reports with a common column.' The tools work for simple dashboards but fall apart the moment someone needs anything resembling the analytical depth they'd get in Excel, let alone Power BI.
Analytics dashboards too rigid to customize visuals — 30 complaints about Amazon QuickSight; 32 complaints across 3 products · market pageUsers across multiple analytics platforms consistently hit a ceiling where the built-in chart types and styling options don't match what they actually need to communicate. Complaints range from 'can't always create what I have in mind' to specific missing capabilities like map charts, more scatter plot points, D3-style interactivity, and a hard cap of 20 visuals per analysis. The frustration isn't about one vendor — it's structural: these platforms are built around query engines and data pipelines, and visualization is an afterthought bolted on at the end.
QuickSight visuals too rigid to customize — 24 complaints about Amazon QuickSight; 24 complaints across 1 product · market pageUsers consistently hit a wall when trying to make QuickSight dashboards look or behave the way their business actually needs. Complaints range from 'not enough option for combination' chart types, to 'lacks flexibility in design and formatting options', to the documentation being 'a mess' for anything beyond basic plots. The frustration isn't one missing feature — it's that nearly every visual customization attempt requires significant manual effort and often still falls short.
Dashboard customization dead ends in analytics tools — 23 complaints about Amazon QuickSight; 24 complaints across 2 products · market pageUsers across these tools hit hard walls when trying to make dashboards actually useful for their specific situation: a fixed blue color scheme that makes client-facing work look unprofessional, no cross-tab filters, a 20-dashboard cap per analysis, and no data model layer so everything collapses into bloated flat tables. The result is that business users either give up and hand the work back to developers, or they extract data to Excel just to sort it — which defeats the entire purpose of having a dashboard tool.
QuickSight visualization and customization ceiling — 23 complaints about Amazon QuickSight; 23 complaints across 1 product · market pageUsers consistently hit a wall where QuickSight's built-in chart types and dashboard formatting options aren't enough for real business reporting — complaints call out missing Gantt charts, candlestick charts, date-gap handling, and layout flexibility. On top of that, when something breaks or data goes missing (like RDS tables not showing up in analysis), there are no accessible logs or debug details to help admins figure out what went wrong. The pricing structure adds insult to injury: pay-per-session billing makes costs unpredictable and hard to justify to small teams who just want readable dashboards.
Analytics dashboards too rigid to modify — 22 complaints about Amazon QuickSight; 26 complaints across 4 products · market pageUsers across multiple analytics tools hit the same wall: they can't control the layout, can't format headers and pane sections independently, and can't adjust how metrics are displayed without paying for add-ons or writing code. Complaints range from 'cannot customize layout' to 'limited formatting options where I cannot control the header, pane and corner section formatting easily' — the frustration isn't with the data, it's with being trapped inside a visual structure someone else decided on.
Dashboard lag on large datasets — 19 complaints about Amazon QuickSight; 22 complaints across 3 products · market pageAcross every analytics tool in this comparison, users hit the same wall: dashboards slow to a crawl or fail entirely once datasets get large. Complaints range from 'there is a bit lag to load dashboards when dealing with large datasets' to 'not able to join large datasets' to data disappearing after a set time, which actively prevents long-term analysis. The problem isn't one vendor's bug — it's that these tools were built to visualize data, not to manage how it's stored and queried efficiently at scale.
Analytics pricing that punishes growth — 18 complaints about Amazon QuickSight; 22 complaints across 4 products · market pageUsers across multiple analytics tools hit the same wall: costs that look manageable at the start but compound sharply as data volumes, users, or features increase. Several complaints specifically call out usage-based traps — 'pricing has doubled in the last year', 'pricing can get steep as your data and user base grow', and confusion around capacity-based features like QuickSight's SPICE storage that are hard to forecast. Smaller teams and startups feel this most acutely, with complaints ranging from Indian SMBs finding it unaffordable to small firms calling the pricing 'prohibitively expensive.'
Analytics tools too hard to start using — 15 complaints about Amazon QuickSight; 21 complaints across 4 products · market pageNew users across multiple analytics products consistently hit a wall in the first hours and days. Complaints range from 'it took me a while' and 'several days to learn and master' to feeling overwhelmed by initial setup and not knowing where to start. Casual users never get past that wall at all — one complaint notes that 'many of our more casual users have a hard time getting started', which means the problem isn't just individual frustration but organizational adoption failure.
Analytics dashboards too hard for non-technical users — 13 complaints about Amazon QuickSight; 17 complaints across 4 products · market pageUsers across multiple analytics tools describe the same frustration: interfaces feel cluttered, blocky, and intimidating to anyone who isn't already a data person. Complaints range from 'the current design does not offer the best user experience' to 'UI is a bit complicated to beginner to start with' to wanting 'more predefined UI themes and mobile templates.' The core issue isn't missing features — it's that these tools were designed by engineers for engineers, and non-technical business users are left trying to navigate interfaces that assume fluency they don't have.
In their words
“There's no way for me to reinstate my account because there's no tech support; the support page gives hyperlinks that result in 404 errors.”0/5 · 2025-08-13
“It's hard to learn and took me a while; I'd recommend decluttering it a bit to make it easier to navigate.”0/5 · 2024-07-17 · Analytics tools too hard to start using
“Always get a problem in data refresh and have to start creating reports from scratch again”0.5/5 · 2020-02-28
“QuickSight offers the barest minimum of features compared to industry leaders like Power BI and Tableau.”0.5/5 · 2018-12-18 · QuickSight visualization and customization ceiling
“Everything feels half-baked and lacks real utility/functionality, giving the impression of being feature-rich without actually delivering.”1/5 · 2021-02-10 · Analytics UI too broken to use without workarounds
“I like power BI more and it's more integrated at my work place”1.5/5 · 2025-06-09 · Missing advanced features for non-Power BI users