The Scenario
You are a senior engineer. At 2:30 PM on Tuesday, Sentry issue BACKEND-1234 gets flagged as critical by the on-call rotation. It is affecting real users. You need to understand the common denominator: which browser, which OS, which release version, which user IDs are showing up across affected events.
The data is in Sentry's tag breakdown view, one tag at a time, one click at a time.
The slow version:
- Open the Sentry issue, click into the Tags tab
- Read the browser distribution, write down the top values
- Click into OS, write down the top values
- Click into release, write down the top values
- Try to cross-reference in your head whether the pattern points to Chrome on Windows on release 4.2.1
- Copy everything into a Google Sheet manually
- You spend thirty minutes on data collection before you start actual debugging.
The fast version is one prompt and you get to the real work faster.
The Easy Way: One Prompt in SheetXAI
SheetXAI reads the tag data from Sentry and writes it into the sheet, so your root-cause analysis starts with structured data instead of a Sentry tab you are reading row by row.
Open the SheetXAI sidebar and type:
Get all tag values for Sentry issue ID BACKEND-1234 and write each tag key, top values, and their counts into my sheet. Put tag keys in column A, top value in column B, count in column C, and percentage in column D. One row per tag-value pair.
SheetXAI calls the Sentry issues API for that issue, pulls the full tag breakdown, and writes every tag key and its top values into the sheet. You have the full distribution in under a minute.
What You Get
A structured tag table:
- Column A — tag key (browser, os, release, user, environment, url, etc.)
- Column B — the top value for that tag (e.g. "Chrome 124", "Windows 10", "4.2.1")
- Column C — event count for that tag value
- Column D — percentage of total events
Sort by count descending and the most common combinations surface immediately. If 87% of events are on Chrome 124 and the second-most-common browser is Safari at 8%, you have your first hypothesis before you have written a single line of investigation notes.
What If the Data Is Not Quite Ready
Root-cause investigations rarely stop at the tag summary. SheetXAI handles the follow-up pulls in the same session.
When you need the latest event details, not just the tag summary
The tag summary tells you the distribution. The latest event tells you what the stack trace looked like at the moment of failure.
Retrieve the latest event for Sentry issue BACKEND-1234 and write the event ID, timestamp, user ID, browser, OS, release version, and the top five stack trace frames into my sheet, starting at row 2. Add a header row.
When you need to compare tag distributions across two related issues
Two issues are potentially the same underlying bug in different code paths.
Get all tag values for Sentry issue BACKEND-1234 and write them into the left half of this sheet starting at column A. Get all tag values for Sentry issue BACKEND-1289 and write them into the right half starting at column F. Label each half with the issue short ID in row 1.
When you want to filter tag data to only show values above a threshold
A hundred tag values with counts of one are noise. You want signal.
Get all tag values for Sentry issue BACKEND-1234. Only include tag-value pairs where the count is greater than 10. Write tag key, value, count, and percentage into columns A through D. Sort by count descending.
When you want the tag data plus the stack trace plus a hypothesis summary in one shot
You do not want to run three prompts. You want one artifact you can paste into the incident channel.
Get the tag breakdown and the latest event for Sentry issue BACKEND-1234. Write the tag summary (key, top value, count, percentage) into columns A through D. Write the event details (event ID, timestamp, user, browser, OS, release, top 5 stack frames) into columns F through L. In cell A1, write a one-paragraph hypothesis about the most likely root cause based on the tag distribution.
The pattern: instead of clicking through Sentry tabs one at a time, you describe the artifact you need and SheetXAI assembles it.
Try It
Get the 7-day free trial of SheetXAI and use it to pull Sentry tag data into a sheet the next time you are investigating a critical issue. The Sentry integration is included in every plan. See also how to pull Sentry event volume data for regression analysis or the Sentry in Google Sheets overview.