A hiring rubric with scoring criteria using AI defines 6 to 10 evaluation dimensions, each with a 1-to-5 rating scale, behavioral anchors, and a weight reflecting role priorities. On aidowith.me, you follow a 14-step route in about 2 hours. You input the job description, must-have skills, and interview format. The AI generates a scorecard with criteria like technical skills, communication, problem-solving, and culture alignment. Each criterion has specific behavioral examples for scores 1, 3, and 5. Weights ensure that critical skills count more in the final score. The output includes a printable interviewer guide and a scoring spreadsheet with automatic candidate ranking. Teams using structured rubrics reduce bad hires by 30% and make decisions 2x faster because interviewers compare numbers, not opinions. The route also generates a calibration guide to align interviewers on what each score level means before the first candidate interview. Alignment sessions using this guide typically take 20 minutes.
Last updated: April 2026
The Problem and the Fix
Without a route
- Three interviewers evaluate the same candidate and give wildly different feedback with no common scale
- You default to gut feeling because there's no written criteria, and biases creep into every decision
- Building a proper scorecard takes 3+ hours and you need a new one for every role
With aidowith.me
- Get a structured scorecard with 6 to 10 weighted criteria and behavioral anchors for each rating level
- Automatic candidate ranking in the scoring spreadsheet turns subjective feedback into comparable data
- Generate a new rubric for any role in about 2 hours, instead of starting from scratch each time
Who Builds This With AI
HR & People Ops
Job descriptions, interview kits, onboarding docs built fast.
Managers & Leads
Reports, presentations, and team comms handled faster.
Founders
Move fast on pitches, pages, research. AI as your first hire.
How It Works
Input job requirements
Paste the job description, list must-have skills, and specify your interview format (panel, sequential, or async).
Generate the rubric
The AI creates 6 to 10 scored criteria with behavioral anchors, weights, and a rating scale.
Distribute to interviewers
Share the printable guide and scoring spreadsheet with your interview panel before the first candidate.
Build Your Hiring Rubric Now
Follow the route and create a structured interview scorecard with weighted criteria in about 2 hours.
Start This Route →What You Walk Away With
Input job requirements
Generate the rubric
Distribute to interviewers
Generate a new rubric for any role in about 2 hours, instead of starting from scratch each time
"We used the rubric for 4 engineering hires. Every interviewer scored on the same criteria. Our debrief meetings went from 45 minutes to 15."- Engineering Director, growth-stage SaaS
Questions
The rubric includes 6 to 10 evaluation criteria matched to the role, a 1-to-5 rating scale with behavioral anchors at levels 1, 3, and 5, weight assignments for each criterion, a printable interviewer guide, and a scoring spreadsheet that ranks candidates automatically. The route on aidowith.me walks you through each step with specific examples so you can apply this immediately to your real work.
Yes. The AI adapts criteria based on the job description you provide. For a marketing role, it might include campaign strategy, data analysis, and stakeholder communication. For a customer success role, it might focus on empathy, product knowledge, and retention metrics. The structure works for any position. The route on aidowith.me walks you through each step with specific examples so you can apply this immediately to your real work.
Behavioral anchors describe what a score of 1, 3, or 5 looks like in practice. For example, a score of 1 on problem-solving might be 'cannot identify the root cause.' A 5 might be 'proposes multiple solutions with trade-off analysis.' This removes guesswork and keeps interviewers aligned. The route on aidowith.me walks you through each step with specific examples so you can apply this immediately to your real work.