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When Does Spreadsheet-Based Feedback Tracking Break Down?

TL;DR

Spreadsheet-based feedback tracking tends to break down once requests start arriving through multiple channels (sales, support, contact forms) and more than one person is updating the sheet at the same time. Three concrete signs show up: you can no longer keep up with spotting duplicate or related requests, vote count becomes the only input for prioritization, and communicating status back to end users turns into one-off replies. If requests still come through a single channel and only a person or two touch the sheet, it usually still works fine.

The moment a spreadsheet starts feeling painful for tracking feature requests differs from team to team. This article narrows it down to three concrete signs worth watching for. The short version: the turning point is usually when requests start coming in through more than one channel and more than one person is updating the sheet at the same time.

Why so many teams start with a spreadsheet

No setup cost, and anyone can add a row immediately — that's a real strength. While the number of requests is still small and only one or two people are checking it, that simplicity translates directly into ease of use. In practice, most teams use a spreadsheet or a doc as the step before ever comparing dedicated tools, something we cover in "What Is a Feedback Management Tool?".

Sign 1: You can't keep up with spotting duplicates and related requests

When the same request gets logged multiple times in slightly different wording, it becomes hard to tell how many distinct requests actually exist. Eyeballing rows to spot duplicates gets noticeably harder once the sheet passes a few dozen rows. This compounds the problem we discussed in "Counting Feature Requests Won't Tell You What to Build Next" — it makes accurate counting itself unreliable, which is a step earlier than the prioritization problem.

Sign 2: Vote count becomes the only input for prioritization

A spreadsheet can record who wrote what and when, but it has no structural way to hold onto why someone wanted something. As a result, discussions about priority tend to fall back on row count as the only available signal. Since a high request count doesn't always mean the highest priority, this makes reaching agreement on priorities genuinely harder over time.

Sign 3: Status updates turn into one-off replies

There's typically no built-in way to show requesters where their request stands (under consideration, planned, done, etc.) directly from a spreadsheet. So every "what happened to my request?" question turns into an individual email or chat reply. As the number of requests grows, this one-off workload grows right along with it.

A real example: moving off a spreadsheet

Japanese SaaS company Techtouch ran a "log requests in a spreadsheet, then have the dev team turn them into JIRA tickets" process for about two years. As their customer base grew, they hit exactly the issues above — no way to tie requests to their source, count, or importance, and important feedback getting lost — and eventually moved to a dedicated tool, Productboard. They wrote about it publicly (source: プロダクトマネジメントツールを使って、「顧客要望を見える化」した話 - Techtouch Developers Blog, in Japanese). It's a useful reference for how these three signs actually play out.

When a spreadsheet is genuinely still fine

On the other hand, a spreadsheet still works well when:

  • Requests come through a single channel (e.g., only direct messages to the dev team)
  • Only one or two people are updating and reviewing it
  • You rarely need to explain status to end users individually

There's no need to switch tools early just in case. It's reasonable to wait until more than one of the three signs above actually starts showing up.

Wrapping up

Spreadsheet-based feedback tracking tends to break down on duplicate detection, prioritization, and status communication once requests come in through multiple channels and multiple people are editing at once. If you're considering a structured step like Notion next, see "Building Feedback Management in Notion — and What Comes After". If you're ready to look at a dedicated tool, the demo board is a good way to get a feel for it.

Frequently asked questions

How long does spreadsheet-based feedback tracking hold up?

It tends to hold up well as long as requests come through one channel (say, direct messages to the dev team) and only one or two people update it. Signs of strain tend to appear once requests start flowing in from sales, support, and contact forms simultaneously, and multiple people edit the sheet at once.

What specifically breaks down?

Three things. (1) Manually spotting and merging duplicate or related rows stops scaling. (2) Row count becomes the only input for prioritization, and the reasoning behind a request gets lost. (3) There's no built-in way to tell the person who submitted a request what happened to it, so status updates turn into one-off emails and chat messages.

Is moving to Notion enough?

Notion structures information better than a spreadsheet, but running it as a public portal where end users post and vote directly still takes extra work. We cover this in more detail in "[Building Feedback Management in Notion — and What Comes After](/blog/notion-feedback-management-and-beyond)".

Is there a free alternative to start with?

Feedury is free to use in full right now. You can try it out on the [demo board](/demo), no signup required.