AI Sales Screening That Predicts Quota Attainment

AI Sales Screening That Predicts Quota Attainment

AI Sales Screening That Predicts Quota Attainment

Surface the top 5% of sales candidates based on real selling skills

Surface the top 5% of sales candidates based on real selling skills

Identify Quota-Hitters Early

Identify Quota-Hitters Early

Identify Quota-Hitters Early

Assessment

Cavalry • 2 min
Predicted performance: 83/100
Cavalry • 7 min
Alex Marshall
completed role play.
Remote • 14 min
Alex Marshall
completed case scenario.
Remote • 30 min
Alex Marshall
completed hard skills.
Predict Who Will Perform

Screen candidates on real selling skills before you invest in interviews.

Michael Turner

21/100

Hiring signal: Strong no-hire

CV Matching

82/100

Experience relevance

16/100

Hard skills

13/100

Role play

12/100
Focus Time on Top Candidates

Automatically filter out low-signal applicants so recruiters and managers spend time only on the strongest profiles.

Compare candidates

Daniel Brooks
93/100
Strong sales fundamentals, consistent performance across key selling skills.
Ryan Carter
56/100
Meets role requirements, but shows weaker performance in core sales scenarios.
Align the Hiring Team

Use one clear bar for evaluating sales talent across recruiters and managers.

Old way

Sales Hiring Still Relies on Weak Signals

AI-polished resumes that pass ATS Filters

Recruiter screens that don't test selling ability

Early interviews that reward confidence, not execution

Different standards across recruiters and managers

The result is predictable:
88/100
Good candidates get missed
84/100
Weak candidates move forvard
79/100
Revenue teams pay the price

AI-polished resumes

that pass ATS Filters

Recruiter screens that

don't test selling ability

Early interviews that reward

confidence, not execution

Different standards across

recruiters and managers

The result is predictable:
88/100
Good candidates get missed
84/100
Weak candidates move forvard
79/100
Revenue teams pay the price

new way

Screen candidates the way they actually sell

Screen candidates the way they actually sell

Real-time AI video interviews

Assess sales skills, not resumes

Fair and consistent evaluation

Focus on skills that close deals

Prospecting and pipeline management
Discovery and qualification
Objection handling
Clear and persuasive communication
Coachability and sales judgment

How it works

Outstanding teams
deserve superior tools

SDR Assessment
Job description
Analyse experience in {Area}
Analyse experience in {Area}
Interview questions
AI
Analyse {Skills}
Pipeline management: 7 questions
Case scenario: SaaS GTM strategy
Role play
Buyer persona: CFO
  1. Create assessment and invite candidates

Set up the interview in Cavalry based on the role. Choose skills and scenarios, then invite candidates by link or from your ATS.

Trigger

Trigger

Introduction
Greeting and interview rules
Interview
Experience
Skills
Cases
Role play

Output

Output

Scoring
Performance & role fit evaluation
  1. Live AI interview

Candidates complete a structured, real-time AI interview. Cavalry evaluates how they sell through role plays and structured sales scenarios.

Danielle Rodrigues
Danielle Rodrigues
Head of Sales @Crown
Name
Danielle Rodrigues
Company
Crown
Role
Head of Sales
Location
San Francisco, CA
7 years of relevant sales leadership experience
Experience with complex sales processes
Quickly incorporates new sales approaches
Demonstrates structured problem-solving
  1. Get a ranked shortlist

Get clear scores, evidence, and hiring recommendations. Review top candidates and move forward with confidence.

What Hiring Team Get

Better quota outcomes

Hire based on selling ability, not resume quality.

Clear hiring decisions

Everyone evaluates candidates using the same criteria.

SDR (Remote)

Generate report

Ethan Parker
88/100
Lucas Benett
84/100
Olivia Grant
79/100
Nathan Reed
74/100
Cole Harrison
69/100
Maya Thompson
removed
63/100

SDR (Remote)

Report

Ethan Parker
88/100
Lucas Benett
84/100
Nathan Reed
74/100
Cole Harrison
69/100
Maya Thompson
removed
63/100
Focused use of time

Less noise. Fewer low-signal interviews.

Faster hiring without lowering the bar

Move top candidates forward with confidence.

Typical results

25-40%

fewer hires that miss quota in the first 6 months

15-30%

faster time-to-first-meeting / time-to-first-pipeline in new hires

30-60%

fewer human screening calls

20-35%

higher pass-through quality from “screened” → “final loop”

Seamless ATS Integration

Cavalry HR effortlessly integrates with your existing workflow, syncing candidate data directly to your ATS

try Cavalry today

Start Hiring Smarter