AI Video Interviews That Show How Candidates Actually Sell

AI Video Interviews That Show How Candidates Actually Sell

AI Video Interviews That Show How Candidates Actually Sell

Cavalry HR runs live AI-led video interviews that feel like a real sales conversation.One attempt. No pauses. No retakes.

Cavalry HR runs live AI-led video interviews that feel like a real sales conversation.One attempt. No pauses. No retakes.

Not recorded answers. Real interviews.

Cavalry interviews are always live. Candidates can’t “talk around” questions or give vague answers. They have to engage, explain, and defend their thinking in real time.

Recent experience

Interview question
Walk me through your biggest win last year, from problem to close…
Interview question
Beyond quota, which KPIs mattered..

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Recent experience

What the candidate actually did and owned

Hard skills

Interview question
What’s your pipeline-generation mix…
Interview question
Which discovery framework do you use…

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Hard skills

How they prospect, qualify, and move deals forward

Cases

Interview question
The CFO demands a 30% discount. How do you respond, what value narrative, give and gets, do you use to protect annual recurring revenue?

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Case questions

How they think through realistic sales scenarios

Role play

Candidate role
Account Executive at DataSense (sales intelligence SaaS)
Buyer persona
CFO of CloudWare (SaaS company)
Context
First discovery call between the Account Executive and the CFO. The goal is to explore CloudWare’s sales challenges.

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Role play

A live selling conversation under pressure

Adaptive questioning, real pressure

Adaptive questioning, real pressure

Adaptive questioning, real pressure

The AI interviewer listens, reacts, and follows up. Saying “something” isn’t enough. The candidate has to prove they know what they’re doing.

Challenges weak or generic answers
Pushes for specifics and examples
Spots unrealistic or exaggerated claims
Digs deeper until the signal is clear

Role play that actually feels real

During the interview, the AI switches into the role of a busy, skeptical buyer. It raises objections, withholds information, and changes behavior based on how the candidate sells.

Strong sellers adapt. Weak ones break.

Cold call

Test how candidates open the conversation, create interest, and handle early objections.

Discovery call

Evaluate how candidates ask questions, uncover pain, and qualify real buyer needs.

Title:

Discovery Call with CFO

Candidate

Role:

Account Executive at HubSpot (Sales Hub & CRM)

Buyer

Persona:

CFO of BrightWave (B2B SaaS company)

Context:

First scheduled discovery call
between the HubSpot AE and the CFO
after initial interest from the Head of Sales.

Buyer

Background:

BrightWave has ~500 employees and $70M ARR.
The 50-person sales team uses a CRM
with low adoption; CAC is rising, pipeline coverage
is declining, and forecasts are unreliable.

Candidate

Objective:

Briefly recap HubSpot, run discovery
on how the CFO views revenue, CAC, and forecasting, connect HubSpot’s value to financial outcomes, address concerns about cost and change, and agree on clear next steps (pilot or evaluation plan).

Title:

Discovery Call with CFO

Candidate

Role:

Account Executive at HubSpot
(Sales Hub & CRM)

Buyer

Persona:

CFO of BrightWave (B2B SaaS company)

Context:

First scheduled discovery call between
the HubSpot AE and the CFO after initial interest
from the Head of Sales.

Buyer

Background:

BrightWave has ~500 employees and $70M ARR.
The 50-person sales team uses a CRM with low
adoption; CAC is rising, pipeline coverageis
declining, and forecasts are unreliable.

Candidate

Objective:

Briefly recap HubSpot, run discovery on how the CFO views revenue, CAC, and forecasting, connect HubSpot’s value to financial outcomes, address concerns
about cost and change, and agree on clear next steps (pilot or evaluation plan).
Demo call

See how candidates connect product value to customer pain and guide the conversation toward next steps.

Qualification call

Assess how candidates confirm fit, push for clarity, and decide whether to move the deal forward.

What your team gets after the interview

What your team gets after the interview

What your team gets after the interview

Full interview video
Structured summary with skills scoring
Complete transcript
Clear hire/no-hire
recommendation

Built for candidates, too

Built for candidates, too

Built for candidates, too

Candidates get a fair shot. Strong candidates with imperfect resumes finally stand out.

No scheduling back-and-forth
30 focused minutes to stand out from other candidates
No instant rejection based on a resume
Can complete the interview at any convenient time

Fits into your hiring workflow

Emma
Admin
Jonathan
Viewer
Team access and roles

Shared access with clear roles for everyone involved.

SDR Interview questions
Edit
Role-specific interview setup

Customize interviews. Evaluation adapts automatically.

ATS connected

Works with your ATS

Sync candidates and results in and out of your ATS.

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