Feedback Bias Checker

Is your feedback fair? Paste it below and our AI will scan for unconscious bias, gendered language, and vague criticism — then show you how to fix it.

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Analysis Results

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Objectivity Score

Higher is better (100 = no bias detected)

Summary

Bias Indicators Found

No Significant Bias Detected

This feedback appears to be objective and behavior-focused. Great job!

What This Feedback Does Well

    Suggested Improved Version

    Why Check for Bias in Feedback?

    66% of women receive personality-based criticism vs. 1% of men
    2.5x more likely for women to receive feedback about "being too aggressive"
    74% of employees say biased reviews hurt their motivation

    Unconscious bias in performance reviews isn't just unfair — it's costly:

    • Career derailment — Biased feedback directly impacts promotions, raises, and stretch assignments
    • Legal exposure — Discriminatory language in reviews is discoverable in lawsuits and can cost millions
    • Wasted development — "Improve your attitude" gives no actionable path forward
    • Talent loss — Top performers leave when they sense unfairness in the system
    • Culture damage — Word spreads fast when reviews feel political rather than performance-based

    The 6 Types of Feedback Bias (And How to Spot Them)

    1

    Gendered Language

    The same behavior gets different labels. "Assertive" becomes "aggressive." "Confident" becomes "bossy." Research shows women receive 2.5x more negative personality feedback than men.

    Biased: "She's abrasive and needs to soften her approach"
    Better: "Consider pausing for questions after presenting recommendations"
    2

    Vague Criticism

    "Needs to step up." "Should be more professional." These phrases feel meaningful but give zero actionable guidance. They often mask the reviewer's inability to articulate specific concerns.

    Biased: "Needs to improve attitude"
    Better: "In the March 5th meeting, interrupting twice derailed the discussion"
    3

    Personality vs. Behavior

    "You ARE lazy" attacks identity. "You MISSED deadlines" describes behavior. One triggers defensiveness; the other enables change. Effective feedback always targets actions, not character.

    Biased: "He's not a team player"
    Better: "Declined 3 requests to help with the Q2 launch despite having capacity"
    4

    Recency Bias

    The brain overweights recent events. A single mistake in December can overshadow 11 months of excellence. Fair feedback samples the entire review period.

    Biased: "Dropped the ball on the client presentation"
    Better: "Strong Q1-Q3 delivery; the Q4 presentation issue was uncharacteristic"
    5

    Halo/Horn Effect

    One strong impression colors everything. A charismatic presenter gets inflated scores across all competencies. A quiet introvert gets underrated despite excellent work.

    Biased: "Excellent across the board" (with no specifics)
    Better: "Exceptional client communication; technical documentation needs more detail"
    6

    Attribution Bias

    Success gets attributed to luck or help; failure gets attributed to character. "She got lucky" vs. "He's talented." Watch for language that credits circumstances over capability.

    Biased: "The project succeeded because the team carried her"
    Better: "Led the project to on-time delivery by coordinating across 4 teams"

    5 Rules for Bias-Free Feedback

    1
    Use the SBI Framework

    Situation → Behavior → Impact. "In Monday's standup (S), you interrupted twice (B), which prevented others from sharing blockers (I)."

    2
    Swap Adjectives for Verbs

    Instead of "She's disorganized," try "She submitted 2 of 5 reports late." Verbs describe actions; adjectives judge character.

    3
    Apply the Flip Test

    Would you write this about someone of a different gender, race, or age? If "aggressive" feels wrong for a man, don't use it for a woman.

    4
    Quantify When Possible

    "Often late" is subjective. "Late to 4 of 10 meetings" is factual. Numbers remove interpretation.

    5
    Read It Aloud

    Would you say this directly to the person? If it sounds harsh or vague out loud, rewrite it.

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