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

1The 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.

2The 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."

3The 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.

4Provide 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.

5Build 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%.

6Score 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.

Related on PULSE

• Why do 2027 B2B buyers trust peer reviews over AI-generated case studies when evaluating consolidated vendors?
• How should a 2027 sales org design second-stage AE interviews?
• How do working interviews (sales simulations) separate role-players from closers?
• When should a sales team start running formal win-loss interviews — at $5M ARR, $20M, or only when win rate drops?
• How do you run win-loss interviews into structured CRM fields without a dedicated analyst?
• What coachability signals during interviews predict hiring success and identify candidates who will reject feedback?

Scoring Rubric: The 5 Dimensions That Predict AE Success

A well-designed case study is useless without a structured scoring rubric. In 2027, leading sales orgs score candidates on five weighted dimensions: Territory/Account Strategy (30%) — does the candidate identify whitespace, prioritize accounts, and articulate a logical 90-day sequencing? Deal Execution & Pipeline Management (25%) — how do they diagnose stalled deals, identify stakeholders, and build an action plan with clear next steps? Multi-threading & Expansion Logic (20%) — can they map existing relationships, identify power sponsors, and propose a credible expansion path without disrupting current revenue? Communication & Presentation (15%) — is the narrative clear, concise, and tailored to the panel (VP of Sales, CRO, or peer AE)? Operational Rigor (10%) — did they use the provided data (CRM fields, account history, call notes) to support their recommendations, or did they rely on generic sales platitudes? Each dimension is scored 1–5, with a total score of 25 possible. Candidates scoring 18+ are fast-tracked to final rounds; those below 12 are typically not advanced. Rubrics are calibrated quarterly using historical hiring data to ensure scores correlate with first-year quota attainment.

Red Flags: What a Weak Case Study Reveals

A case study exposes more than strengths—it reveals critical red flags that standard interviews miss. The most common red flags in 2027 AE case studies include: Shallow data use — the candidate ignores provided account history, call notes, or competitor mentions, instead presenting generic strategies like "build relationships" or "do discovery." Single-threaded thinking — they focus on one champion or one deal, without considering multi-threading, executive sponsors, or internal politics. No timeline or milestones — the plan lacks concrete 30/60/90-day actions, measurable outcomes, or defined checkpoints. Over-optimism without risk mitigation — they assume the deal will close without addressing competitive threats, budget freezes, or stakeholder misalignment. Inability to handle pushback — during the Q&A panel, they become defensive, pivot to generic answers, or fail to adapt their strategy when presented with new information (e.g., "the champion just left the company"). These red flags correlate with a 2.3x higher likelihood of missing first-year quota, per Bridge Group's 2027 data. The most effective hiring teams flag these patterns during the case study debrief and use them to inform the final interview panel's focus areas.

FAQ

What is the ideal length for a situational case study in an AE interview? The case study should require 3-5 hours of candidate prep, delivered 72 hours before the interview. This gives enough time for thoughtful analysis without being overwhelming, and it simulates real-world planning scenarios.

How many case studies should a sales org have in rotation? Build a portfolio of 6-8 case studies to prevent answer sharing among candidates. Rotate them quarterly to keep content fresh and relevant to current market conditions.

What types of data should be included in the case study? Use real anonymized data from your own accounts, not fabricated companies. This grounds the exercise in reality and lets candidates demonstrate how they’d handle authentic sales situations.

How do you score a candidate’s case study performance? Score on 5 structured dimensions, such as strategic thinking, sales judgment, operational clarity, communication, and adaptability. Use a rubric to ensure consistency across evaluators.

Can candidates prepare with others or use AI tools? The case study is designed for individual prep, but you should assume candidates may use available tools. Focus the debrief on their reasoning and decision-making process, not just the final output.

What if a candidate doesn’t complete the case study? Treat incomplete or weak submissions as a red flag. Data from Pavilion’s 2027 Sales Hiring Report shows candidates scoring 7+ on the debrief have 84% first-year quota attainment, versus 51% for those who skip or do poorly.

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.