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Zero-Result Queries

The second week of September, the bursar's office takes 300 calls about payment plans. The payment plan page exists. Search just wasn't sending anyone to it. A zero-result report would have shown the problem days earlier, as a list of the exact words people typed and got nothing back. If you read one report in Keyspider, read this one.

Zero-Result Queries
Every query that returned nothing, captured in real time with no sampling
The exact phrasing people used, so you see the vocabulary your content is missing
Counts and trends, so a spike during registration week surfaces the same morning
One click from a failed query to the fix: a synonym, a best bet, or a page that needs writing
Filter by subsite scope to find which college or department has the gap
Export the list and hand it to the team that owns the content

How it works

1

Capture every miss

Each time a search returns no results, Keyspider records the query as it was typed. Nothing is sampled or rounded off, so even a one-off failure shows up.

2

Read the pattern

Sort by frequency and the real gaps rise to the top. Often it isn't missing content at all. It's a vocabulary mismatch, where the page exists but uses different words than the people searching for it.

3

Close the gap

Add a synonym group so the words connect, pin a best bet to the right page, or flag the query for the content team when the page genuinely doesn't exist yet.

Use cases

Registration and enrollment windows

Traffic spikes and so do failed searches. Watching zero-result queries during the first two weeks of a term turns a wave of calls into a short list of quick fixes.

Policy and benefit programs

Residents search 'rent help' and 'eviction', not 'Emergency Rental Assistance Program'. The zero-result list shows the gap, and a synonym closes it the same day.

Product support

Users search error codes and symptoms the docs never named. Each failed query is a title for the next article your team should write.

Ready to give your users better answers?

AI Search, AI Assistant, and Workplace Search. Deployed in days, not months. See it live on your own content.

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