Google Analytics Problems & Issues
Real user-reported problems, complaints, and limitations for Google Analytics. Based on analysis of 11 signals.
Overall score: 55/100
Issues by Category
Why is Google Analytics showing no data?
Google's own troubleshooting lists an uninstalled or wrongly installed tag, an unpublished Tag Manager change and a missing trigger as the usual reasons for empty reports. New properties can also take up to 24 hours to show data.
Events not showing as key events
Only a few events (such as purchase) are key events automatically. Every other event must be marked as a key event in the interface, and event names are case-sensitive, so mismatches silently produce zero conversions.
What does (not set) mean in GA4?
(not set) appears where Analytics has no value for a dimension. For landing page it appears when a session has no page_view event; third-party analysts also point to consent delays, redirects and tag order.
GA4 data thresholds hide rows in reports
Google applies system-defined thresholds that withhold data from reports, explorations and API calls to protect user identity, mostly for demographics and search queries. They cannot be adjusted, and small sites hit them more.
GA4 keeps only 2 or 14 months of exploration data
Event-level retention for standard properties is 2 months by default and can be raised to 14, and it affects explorations and funnel reports. Longer date ranges show no data for the extra time. Only 360 offers up to 50 months.
Sampling and Large property limits
Google documents a 10 million event sampling limit per query on standard properties versus 1 billion on 360. Large properties are automatically cut to 2 months of event retention when they reach event limits.
Consent mode drops data when users decline cookies
With consent mode, visitors who decline analytics storage are not fully tracked. Behavioral modeling fills gaps only above documented volume prerequisites and only if tags load before the consent banner.
GA360 costs a reported $50,000+ per year
Google publishes no price list for Analytics 360; it is sold through Google or partners. Partner and vendor sources cite roughly $50,000 per year as a starting point, with usage-based overages.
Standard property limits on events and dimensions
Standard properties allow 25 event parameters, 30 key events and 50 custom dimensions per property; 360 raises these to 100, 50 and 125. Teams that outgrow them must pay for 360.
BigQuery export capped at 1 million events a day on free
The daily BigQuery export is limited to 1 million events on standard properties versus billions on 360. Streaming export is unlimited for both.
Reports in GA4 are hard to find and understand
Google's own help notes reports may be missing from the left navigation until an editor adds them back, and data can differ between reports, explorations and the API because of thresholds.
Regret Patterns
Common reasons users regret choosing Google Analytics.
Discovering retention only after a long period
Teams find explorations limited to 2 months by default and miss historical data they wanted.
Zero conversions from an unmarked event
Events are collected but never marked as key events, so conversion reports stay empty.
Cookie banner shrinks the numbers
Consent mode means declined visitors are not fully tracked and modeling needs volume.
Growing into Large property limits
High-volume properties lose event-level retention beyond 2 months unless they upgrade to 360.
Hitting thresholds on small sites
Demographic reports go blank on low traffic.
When Google Analytics Breaks Down
Specific scenarios where Google Analytics fails or underperforms.
Tag installed but Tag Manager never published
The configuration tag exists but no data arrives until changes are submitted.
Narrow date range on a small site
Thresholding withholds demographic and search data.
Exploration over 14+ months
Data beyond the retention window is simply missing.
Consent banner blocks Google tags until accept
Behavioral modeling is unavailable when tags are blocked until consent.
Event volume passes Large property limit
Retention drops to 2 months and older event data is permanently deleted.