Prediction AI
A ranked estimate of what to practice next.
Practice questions ranked by confidence, plus a readiness score and the one question most likely to sink you.
Prediction AI example
Why this may be wrong
- The resume lists Kafka, but no incident or on-call history was provided.
- The job description is a template; the team's real stack is inferred.
Killer question
critical riskWalk through a consumer-group rebalance that dropped messages in production.
Strategy: Lead with the failure timeline, then the fix, then the guardrail you added.
- Ghost rate
- 12%
- Vibe match
- 74%
Illustrative data. Yours is built from your resume, target role and company.
See how Prediction AI ranks your next practice question
Instead of a guess, a ranked estimate
Every field mirrors the model's real response, not a marketing mock-up.
Angle 1
Guessing which topic to review → A ranked list, evidence attached
Each question carries a confidence score and the topics behind it, so you know why it ranks where it does.
Angle 2
One flat readiness number → A confidence band, not false certainty
The readiness score comes with its own confidence band and the reasons the model may be wrong.
Angle 3
Finding out the hard way → The riskiest question, named in advance
One question is flagged as most likely to sink you, with a strategy for answering it.
Read, rank, gauge, practice
From your resume and target role to a task in your Sprint plan.
Read
Add your resume, target role and company.
Rank
Practice questions come back ranked by confidence.
Gauge
A readiness score shows where you stand, with its own confidence band.
Practice
Send the riskiest question straight into your Sprint plan.
Included on the AI and Max plans.
What Prediction AI will not do
- It never claims to know the exact questions an interviewer plans to use.
- It will not turn a low readiness score into a promise of failure.
- It will not replace practicing the fundamentals behind each topic.
Included wherever you prepare
Prediction AI is included on the AI and Max plans.
AI
600 AI credits/mo
= 25 heavy AI runs (24 cr each)
or 50 light runs (12 cr each)
per month, billed annually
$299.99 billed once a year
Save $59.89 compared to monthly
AI features
- Included: Resume AI12 cr
- Included: Resume ATS AI24 cr
- Included: Fine-tune Résumé AI12 cr
- Included: Interview Prediction AI24 cr
- Included: Evaluator AI24 cr
- Included: Promotion AI24 cr
- Included: Offer Negotiation AI24 cr
- Not included, Max only: Interview Deep ResearchMax only48 cr
- Not included, Max only: Jobs Auto ApplyMax only48 cr
- Included All 4 courses, plus every new one
- Included My Notes on every course
- Included Interview Tracker
- Included Interview Intel company breakdowns
- Not included Smart job searches
- Not included Interview Sprint planner, readiness and AI mocks
- Not included Priority support
Max
2,400 AI credits/mo
= 100 heavy AI runs (24 cr each)
or 50 Deep Research runs (48 cr each)
per month, billed annually
$899 billed once a year
Save $289 compared to monthly
AI features
- Included: Resume AI12 cr
- Included: Resume ATS AI24 cr
- Included: Fine-tune Résumé AI12 cr
- Included: Interview Prediction AI24 cr
- Included: Evaluator AI24 cr
- Included: Promotion AI24 cr
- Included: Offer Negotiation AI24 cr
- Included: Interview Deep Research48 cr
- Included, coming soon: Jobs Auto ApplySoon48 cr
- Included All 4 courses, plus every new one
- Included My Notes on every course
- Included Interview Tracker
- Included Interview Intel company breakdowns
- Included 100 smart job searches a month
- Included Interview Sprint planner, readiness and AI mocks
- Included Priority support
- Included Lowest cost per credit25% cheaper
Interview pass
90 days of AI. One payment, no renewal.
Questions about Prediction AI
How accurate is the ranking?
It's a ranked estimate, not a probability. The model shows its own confidence and explains why it may be wrong.
What does the readiness score mean?
It's the model's read on how prepared you look today, with a confidence band so a single number never reads as certain.
Why does it name one killer question?
The riskiest question is the one most likely to expose a gap. Naming it early gives you time to build a strategy.
Does it read my resume?
Yes, if you add one. Prediction AI reads your resume, target role and company to rank each question.
How is this different from Interview Research?
Research builds a citation-backed brief on how a company engineers. Prediction AI turns that context into a ranked, confidence-scored practice list.
See where this connects
Interview Research
A citation-backed brief on how a company engineers, before you walk in.