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Transform Job Descriptions Into Structured Scorecards

Waffle uses AI to convert any job description into a comprehensive interview scorecard. The model streams the work live, so you watch competencies, weights, questions, and rubrics assemble themselves over 2-4 minutes — everything you need to conduct fair, structured interviews:
  • Competencies with importance weights (1-5 scale) tailored to the role
  • Targeted interview questions with follow-ups for each competency
  • Behavioral scoring rubrics with clear anchor descriptions at each rating level
  • Red flag warnings specific to the position
  • EEOC compliance guidance to help interviewers avoid discriminatory questions
  • Transcript ingestion and AI scoring — upload interview transcripts and let the AI score candidates against your competencies

What’s Inside a Scorecard?

Each Waffle scorecard is a complete interview toolkit designed to reduce bias and improve hiring consistency. Here’s what you’ll find:

Competencies & Weights

Between 4-8 key competencies identified from your job description, each rated 1-5 for importance. Critical skills get higher weights so interviewers know where to focus their evaluation.

Interview Questions

Behavioral and situational questions mapped to each competency, complete with suggested follow-up questions. Every question is designed to elicit evidence of the candidate’s abilities.

Scoring Rubrics

For each competency, you’ll receive a 1-5 rating scale with behavioral anchors. These descriptions help interviewers assign consistent scores based on what “good” and “great” actually look like for that skill.

Red Flags

Role-specific warning signs the AI identifies based on the job requirements. These help interviewers spot potential mismatches early in the conversation.

EEOC Compliance

Built-in legal guidance ensures your interviews stay compliant with employment law. Waffle helps you focus on job-relevant criteria while avoiding discriminatory questions.

Get Started

Quick Start

Create your first scorecard in under 5 minutes

Chat Interface

Learn how to use Waffle’s AI chat to generate and refine scorecards

Pricing & Plans

Explore subscription tiers and features

FAQ

Common questions about Waffle

Transcript scoring

Upload interview transcripts for AI-powered competency scoring
Last modified on April 25, 2026