Walmart review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes WFS verified badge analysis, incentivized review detection, and Walmart-specific red flag identification. No API key required.
SkillScore100Maintained
Automatic
◆Data Analyst pack
Last verified 8/19/2026
What it changes
Passed 22 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill100%
Checks it passed that the model alone missed
Classifies an authenticity score of 72 as Low Risk.
Classifies an authenticity score of 38 as High Risk.
Classifies an authenticity score of 18 as Critical risk.
and 4 more in the full report
7 fixed15 passed either way0 still failing0 broke
Pass-rate lift
+32 pp
Tokens
0%
Agent turns
0%
Response time
-35%
Model gemini-3.6-flashMeasured 8/19/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
A newly launched smartwatch on Walmart received 15 reviews in 2 hours, yielding a calculated rating score of 18/100. Generic analytics suites call 18/100 'High Risk'. Which risk level applies to scores between 0 and 29?
What was checked, without and with the skill
Checked
Without skill
With skill
Classifies an authenticity score of 18 as Critical risk.
Missed
Passed
case-07 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md90 lines4 filesincludes scripts
Walmart Review Checker 🔍
Review authenticity analyzer for Walmart — detect fake reviews, suspicious patterns, and feedback manipulation.