How should a 2027 sales org design situational case studies for AE interviews?

Direct Answer

In 2027, a sales org designs situational case studies for AE interviews around three archetypes: (1) Territory plan case study ("here's an 80-account book, build a 90-day plan"), (2) At-risk deal case study ("here's a $480K opportunity that's 60 days stalled, what do you do?"), and (3) Multi-thread expansion case study ("here's an existing $200K customer, how do you grow them to $500K?").

Each case study is delivered 72 hours before the second-stage interview, requires 3-5 hours of candidate prep, and surfaces strategic thinking, sales judgment, and operational clarity that no résumé and no 60-minute interview can. Pavilion's 2027 Sales Hiring Report (April 2026, 1,200 operators, Sam Jacobs) finds candidates who score 7+ on case-study debrief post first-year quota attainment of 84% versus 51% for candidates who skipped or weakly completed the case study.

The operator move is to (1) build a portfolio of 6-8 case studies so candidates cannot share answers, (2) rotate case studies quarterly to keep them fresh, (3) provide real anonymized data (not made-up companies) so the case study feels grounded, and (4) score on 5 dimensions with a structured rubric.

Bridge Group's 2027 Sales Hiring Benchmark (March 2026, Trish Bertuzzi) confirms: case studies are the single highest-signal addition to AE interviews in 2027 — better predictor than discovery demos for enterprise hires.

1. The territory plan case study

The most common archetype for new AE hires.

The brief

"You are joining as enterprise AE covering 80 named accounts in healthcare SaaS. Here is the account list (provided as CSV: company name, employee count, revenue, tier, current tech stack, last contact date). Here is the recent activity log for the last 6 months (opportunities, calls logged, emails).

Here is your quota ($3.2M, 4 quarters). Prepare a 15-minute presentation answering:

• Which 20 accounts do you prioritize in your first 90 days, and why?
• What is your 90-day plan with named milestones?
• What pipeline coverage will you have by end of Q2?"

What it surfaces

• Segmentation thinking: do they cluster accounts meaningfully?
• Prioritization framework: do they apply tier + intent + activity signal?
• Pipeline math: do they understand the math of coverage and attainment?
• Realistic milestones: are their 90-day commitments achievable?

Strong vs weak answers

Strong: identifies 5 high-intent accounts for week 1 outreach, 15 cold but strategic accounts for multi-touch nurture, names the playbook per cluster, and shows pipeline math that reaches 3.5x coverage by Q2.

Weak: lists all 80 accounts as "I'll prioritize", gives generic "I'll do discovery" plan, fails to do pipeline math.

2. The at-risk deal case study

The brief

"Here is a $480K opportunity that's 60 days stalled. Champion: VP Operations, economic buyer: CFO, technical evaluator: IT Director. Last activity: 45 days ago. Three competitors evaluated. Procurement is involved.

Prepare a 15-minute presentation answering:

• What is your first move in week 1?
• How do you multi-thread beyond the unresponsive champion?
• What is your pricing response if procurement pushes 25% discount?
• How do you decide to disqualify vs fight?"

What it surfaces

• Diagnostic skill: can the candidate identify what likely caused the stall?
• Multi-threading instinct: do they know to escalate to economic buyer when champion goes silent?
• Pricing judgment: can they hold price with reframing?
• Disqualification courage: do they know when to walk?

Forrester Q1 2026: at-risk deal case studies surface the candidate's deal-saving DNA in ways nothing else does. Top performers walk through a 7-day rescue plan; bottom performers complain that "this is hard."

3. The multi-thread expansion case study

The archetype for CSAM hires or expansion-focused AE hires.

The brief

"Here is an existing $200K customer. CSM book: been onboarded 14 months. Health score: 7.2/10. Current usage: 60% of seats activated, 4 of 8 product modules deployed. Champion: VP Sales, renewal: 7 months out.

You have been asked by leadership to grow this account from $200K to $500K within 12 months. Prepare a 15-minute presentation answering:

• What is the expansion thesis? Where does the $300K come from?
• Who do you multi-thread? Named roles.
• What proof points do you need to close the executive sponsor?
• What is the 6-month milestone plan?"

What it surfaces

• Account strategy: do they identify expansion vectors (seats, modules, new departments, new geographies)?
• Executive selling: do they understand how to reach the CFO or CEO of an existing customer?
• Proof point assembly: do they cite specific ROI proof from product usage?
• CS partnership: do they engage the CSM as a partner, not a passive owner?

Pavilion 2027: candidates who pass this case study close expansion deals 2.4x larger than candidates who only pass new-logo case studies.

4. Provide real anonymized data

Made-up companies and made-up account lists signal lack of seriousness. Real anonymized data signals rigor.

How to anonymize

• Replace company names with fictional names but keep industry, size, geography, stack real.
• Keep activity patterns (calls, emails, meetings) as recorded in your CRM.
• Maintain real ARR magnitudes ($240K = $240K, not "around $250K").
• Strip PII — no real contact names, emails, or phone numbers.

Why this matters

Bridge Group 2027: case studies with real-pattern data score candidate skill 31% more accurately than case studies with invented data. Real data has edge cases and noise that test real judgment.

5. Build a 6-8 case study portfolio

Candidates share case studies through Pavilion communities, Slack channels, and one-on-one. A single case study burns out within 6-9 months of use.

Portfolio structure

• 2 territory plan case studies (one mid-market, one enterprise).
• 2 at-risk deal case studies (one new logo, one renewal).
• 2 expansion case studies (one product expansion, one geographic).
• 2 wildcard case studies (one competitive displacement, one strategic partnership).

Rotation cadence

Quarterly rotation so any given case study is active for 3 months at a time. Annual refresh of the underlying data to keep it current. Pavilion 2027: case study rotation reduces answer-sharing leakage by 71%.

6. Score on 5 dimensions

Score each case study debrief on:

• Analytical depth (1-10): did they segment, prioritize, and synthesize the data?
• Strategic clarity (1-10): is the plan specific, named, and prioritized?
• Pipeline math (1-10): do the numbers add up?
• Curiosity (1-10): did they ask questions that revealed careful reading?
• Adaptability under pressure (1-10): do they update their thinking when challenged?

Decision threshold

Composite of 35+/50 with no dimension below 5 = pass. Below 35 or any dimension below 5 = serious concern.

FAQ

How long should the case study debrief take? 45 minutes total: 15 min presentation, 15 min Q&A, 15 min deep-dive on one specific account or deal. Shorter than 30 min loses signal; longer than 60 min loses candidate energy. Pavilion 2027 finds the 45-min window optimal.

Should we share the case study evaluation rubric with candidates? Yes — partially. Share the 5 dimensions so candidates know what to optimize for. Do not share the specific scoring thresholds — that lets candidates game the rubric.

Forrester Q1 2026: rubric-transparent organizations get higher-quality case study outputs and more committed candidates.

What about candidates who refuse case studies on principle? Pass them politely. Some candidates view case studies as uncompensated work. They are entitled to that view.

Offer a stipend ($150-400) for senior roles to soften the objection. Bridge Group 2027: candidates who refuse case studies have 23% higher first-year attrition when hired through alternative paths.

Can we use AI to evaluate case study submissions? Yes for first-pass screening. Claude or GPT prompts can score analytical depth and pipeline math consistently. Human evaluation still required for strategic clarity, curiosity, and adaptability.

Pavilion 2027 finds AI-augmented case study scoring lifts evaluator throughput 2.4x at near-equal accuracy.

Are case studies appropriate for BDR or SDR hires? Lighter versions, yes. 30-min prep, 20-min debrief. For BDR/SDR, focus on prospecting strategy ("how would you build a 100-account list for healthcare CFOs?").

For senior AEs, use the full 45-min format. Bridge Group 2027: even lightweight case studies lift BDR hire quality by 18%.

Sources

• Pavilion 2027 Sales Hiring Report — April 2026, 1,200 operators, Sam Jacobs.
• Bridge Group 2027 Sales Hiring Benchmark — March 2026, 800 firms, Trish Bertuzzi.
• Forrester 2027 Sales Hiring Wave — Q1 2026, analyst Mary Shea.
• ScaleVP 2027 GTM Report — February 2026, Tom Tunguz's team.
• Gartner 2027 Sales Hiring and Enablement — Q1 2026, analyst Robert Blaisdell.
• OpenView 2027 PLG Benchmark — January 2026, analyst Kyle Poyar.
• IDC 2027 B2B Sales Productivity — March 2026, analyst Gerry Murray.