Skip to content
Back to skills

Zero Results Handling

ASecurity

Turn an empty result set into a useful next step instead of a dead end, and treat the query as a signal worth acting on. Use when searches return nothing and users leave.

  • 7 stars
  • 0 votes
  • 0 copies
  • 2 views
  • Added September 5, 2026
ai-agentsrustgo

Security analysis

A100/100

Scanned September 5, 2026

npx -y skills add Amey-Thakur/AI-SKILLS --skill zero-results-handling --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Zero Results Handling?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Zero Results Handling
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/amey-thakur-zero-results-handling/badge)](https://www.skillsdirectory.com/skills/amey-thakur-zero-results-handling)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: zero-results-handling
description: Turn an empty result set into a useful next step instead of a dead end, and treat the query as a signal worth acting on. Use when searches return nothing and users leave.
---

# Zero results handling

An empty results page is the moment a user decides whether search works.
It is also the clearest feedback the product ever receives: someone
wanted something specific and you had nothing to offer.

## Method

1. **Say plainly that nothing matched, and what was searched.** Echo the
   interpreted query so the user can see a typo or an unintended filter
   (see query-understanding).
2. **Offer the most likely fix first.** A spelling correction, a
   relaxed filter, or a broader match, presented as an action rather
   than advice (see typo-tolerance).
3. **Relax filters before relaxing the query.** Filters cause more empty
   sets than query terms do, and showing which filter emptied the set
   is often the whole fix (see faceted-search).
4. **Show something genuinely useful instead of nothing.** Popular
   items, recent content, or category entry points, clearly labelled as
   alternatives rather than as results.
5. **Give a path to a human or a request form.** For products where the
   thing might exist but is not findable, this converts an abandonment
   into a conversation.
6. **Log every zero-result query and review them.** They form a ranked
   list of missing content, missing synonyms, and broken parsing (see
   search-analytics).
7. **Never fabricate results to avoid the empty state.** Loosening until
   something appears erodes trust in every result you return.

## Boundaries

- Handling the empty state improves the experience; it does not create
  the missing content, which is the real fix for most cases.
- Suggested alternatives must be clearly distinguished from matches, or
  users believe the results are wrong rather than absent.
- Some queries genuinely have no answer, and saying so plainly is the
  honest outcome.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…