Resources · Measuring AI Visibility

Which Prompts Show Whether Buyers See Our Product as a Replacement for Spreadsheets?

To see whether buyers are shown your product as a replacement for spreadsheets, test the questions people ask while they are still in spreadsheets, not only "best software" questions. Pain prompts describe the problem: "Our inventory tracker in Excel keeps breaking." Threshold prompts ask when to switch, and switch prompts ask for software to replace Google Sheets or Excel for a task. Add template prompts, head-to-head comparisons with Excel, objection prompts and migration prompts. For each answer, record whether the assistant advises staying with spreadsheets, suggests software, and names you, and note the reasons it gives. The spreadsheet is often your biggest competitor. These prompts show whether assistants help buyers make the switch, and whether they point them to you when they do.

Which prompts should you test?

Stage Example prompt What it shows
Pain "Our team tracks client projects in a shared spreadsheet and things keep getting missed. What should we do?" Whether the assistant suggests software at all
Template "Project tracking spreadsheet template for a small agency" Whether it keeps people in spreadsheets
Threshold "When should a small business stop using Excel for inventory?" The switching triggers it describes
Switch "Software to replace Google Sheets for client project tracking" Which tools it names for the switch
Head-to-head "[Product] vs Excel for inventory" How it compares you with the spreadsheet
Objection "Is inventory software worth it for a 10-person shop, or is Excel enough?" Whether it makes the case for switching
Migration "How do I move my inventory spreadsheet into [category] software?" Whether it describes a path you support

Write the prompts in buyers' words, taken from sales calls and support tickets. Buyers may describe the spreadsheet by its job ("our stock sheet") rather than by its brand, so include both.

How do you score the answers?

For each answer, record:

  • Recommendation: stay with spreadsheets, improve the spreadsheet, or move to software.
  • Tools named, and whether you are among them.
  • Switching triggers mentioned, such as number of users, errors, version conflicts, audit needs, integrations or time spent.
  • How your product is described: as a spreadsheet replacement, as something else, or not at all.
  • Sources cited.

Report by stage. A typical pattern is that pain and template prompts keep people in spreadsheets. Threshold and switch prompts name software, and head-to-head prompts decide between you and the status quo.

What do the patterns mean?

  • Assistants advise staying with spreadsheets at the pain stage. Common, and often right for very small teams. Make sure the threshold content exists, so buyers who have outgrown spreadsheets hear the case for switching.
  • Assistants name software, but not you. You are not associated with replacing spreadsheets for that job. Your pages probably describe features, not the switch.
  • You are named but described as something else, such as "an enterprise ERP", which is too big for spreadsheet users. Your positioning is pointing assistants elsewhere.
  • Head-to-head answers favour Excel. Your comparison content is missing or unconvincing, or it overstates the case.

How your own marketing language can skew test prompts is covered in how to find prompt bias caused by your own marketing language.

What should you publish to win the switch?

  • A "when to move off spreadsheets" page with honest thresholds: team size, number of items, error frequency, collaboration and audit needs. Include when a spreadsheet is still fine. Honesty makes the page more credible to readers and to assistants.
  • A "[product] vs spreadsheets" comparison for the specific job, such as inventory or project tracking, with what each does well.
  • A migration guide: how to import an existing spreadsheet, how long it takes, and what happens to formulas and history.
  • Use cases in spreadsheet language: "If you track stock in a shared sheet, here is what changes when you move to [product]."
  • Customer stories that start from spreadsheets: where they were, why they switched and what changed, with numbers.
  • Optionally, a good free template, with a clear note about when a team outgrows it. It meets people where they are and gives assistants a reason to cite you at the template stage.

Why do generic prompts miss this?

Tracking tools often generate prompts such as "best inventory software", which assume the buyer has already decided to buy software. Many buyers have not. They are trying to fix a spreadsheet. Prompts built from real buyer questions capture that earlier moment, as covered in whether GEO visibility tools use synthetic prompts instead of real buyer questions.

What might an illustrative case look like?

Consider an illustrative inventory app for small retailers that appeared often in "best inventory software" answers. Its growth, though, came from shops leaving spreadsheets. Testing pain and threshold prompts showed assistants recommending better spreadsheet templates, and naming larger inventory systems when they did suggest software. The app never appeared. The company published a "when to stop using Excel for stock" guide with honest thresholds. It added a "[product] vs spreadsheets" page and a one-click spreadsheet import guide. It also collected three customer stories from shops that had switched. Three months later, it was named in about a third of threshold and switch answers, described as "a simple step up from spreadsheets for small shops".

What do people ask about spreadsheet-replacement prompts?

Should we criticise spreadsheets in our content?

No. Say what they do well and where they stop working, so the comparison stays fair and accurate.

How many prompts per stage do we need?

At least five to ten per stage, each run several times, so each stage can be reported on its own.

Do assistants ever recommend staying with spreadsheets?

Often, for small or simple needs, and that is appropriate. Aim to be named when the buyer has outgrown them.

Published by The Kovmere Team · updated Sep 29, 2026 · More resources