Your results
have something
to confess.
LLM judges expose relevance gaps before launch.
Open the report →
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▤
LLM judges
grade real results
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▥
Find relevance
gaps fast
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◇
Ship with
confidence
Clear intent:
user wants shoes for
flat feet—not a general list.
The top result
misses intent
| # |
Result |
Score |
Intent |
Key takeaway |
| 1 |
The 10 Best Running Shoes of 2024
General roundup across all foot types.
|
42 |
Low |
Covers many use cases but misses flat-feet specifics. |
| 2 |
Best Running Shoes for Flat Feet
In-depth guide with expert picks.
|
88 |
High |
Directly addresses the query and customer need. |
| 3 |
Stability Running Shoes for Overpronation
Explains fit and stability features.
|
76 |
High |
Strong technical coverage for a narrower intent. |
| 4 |
How to Choose Running Shoes for Flat Feet
Buying advice and fit considerations.
|
71 |
Medium |
Useful guidance, but fewer product recommendations. |
Jury verdict
The top result fails to satisfy the core intent.
The highest-ranked page is broad rather than specific. Customers are
likely to keep searching—a relevance gap worth fixing before launch.
Works with your search stack
Bring the results. Keep your existing stack.
- Elastic
- Algolia
- Coveo
- Constructor
- + Your provider
How it works
Test before you ship.
-
01
Import results
Upload a query set and pull results from your existing search provider.
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02
Let the jury score
Evaluate relevance, intent, quality, diversity, and commercial fit.
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03
Act on the verdict
Send clear findings to search teams and merchandisers before launch.
Evaluation
What the jury sees.
A multi-dimensional evaluation of each search result.
Relevance78Is the result about the query?
Intent match42Does it answer the specific need?
Result quality83Is the content deep and accurate?
Diversity69Does the set cover different needs?
Commercial fit75Does it support business goals?
!
Jury note: Strong topical relevance, but low intent match.
Relevant isn’t always right.
Actions
From verdict to action.
Turn unbiased analysis into measurable improvements.
For search teams
- Tune ranking rulesAdjust signals based on jury feedback.
- Compare algorithm versionsSee which version delivers better results.
- Catch regressions before launchIdentify issues before customers do.
For merchandisers
- Spot assortment gapsFind missing products and content.
- Improve promoted resultsProtect relevance and commercial fit.
- Prioritize high-impact fixesFocus on changes that drive results.
Business outcome
Better search earns the click.
More relevant results lead to more clicks, more conversions, and happier customers.
Higher relevance→
Higher CTR→
Higher conversion
Before
- The 10 Best Running Shoes of 202442
- Best Running Shoes for Flat Feet88
- Stability Running Shoes76
→
After optimization
- Best Running Shoes for Flat Feet92
- Stability Running Shoes86
- Best Stability Shoes78
- Measure impactSee how improvements affect CTR and conversion.
- Track every verdictKeep a record of evaluations over time.
- Launch with confidenceValidate changes before they go live.