Prompt Details
Model
(claude-4-7-opus)
Token size
3,243
Example input
[COMPANY_PROFILE]: - Name: Bridgeport Industrial Solutions - Ownership: PE-sponsored - Revenue: ~$400M - Sector: industrial services - Context: year 2 of a 5-year hold; three bolt-ons closed, two more in pipeline; refi in 18 months
[ROLE_TITLE]: CFO
[PANELISTS]: Maria Chen (CEO), Tom Reilly (Sponsor Operating Partner at Vector Capital), Dana Wu (Deal Partner), Robert Kim (COO), Stephanie Park (CHRO), Linda Hayes (Audit Committee Chair)
[ROLE_PRIORITIES]: - Stand up the integration playbook for the next two bolt-ons - Compress close calendar from 12 to 7 days - Manage covenant headroom through the refinance
[CANDIDATE_ANGLE]: - Lived through 6 bolt-ons at a prior PE-sponsored holding - Built an integration PMO from scratch - Ran two refis as deputy CFO
Example output
## Example 1 — Closing a PE-sponsored CFO seat mid-hold
## Reverse-Interview Architect: Bridgeport Industrial Solutions
### Panel Map
| Archetype | Named Person | Domain | Decision Weight (H/M/L) |
| ------------------------- | --------------------------- | ------------------------------------------------------------ | ----------------------- |
| CEO | Maria Chen | Operating leadership at a ~$400M PE-sponsored industrials platform | H |
| Sponsor Operating Partner | Tom Reilly (Vector Capital) | Value-creation thesis owner | H |
| Deal Partner | Dana Wu | Sponsor financial discipline / IC voice | M |
| Peer C-Suite (COO) | Robert Kim | Operations / integration partner | M |
| HRBP / CHRO | Stephanie Park | Org design, predecessor context | M |
| Audit Committee Chair | Linda Hayes | Controls, audit, risk oversight | M |
### 12 Questions
| # | Archetype | Question | Signal | Follow-Up Template |
| ---- | ------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1 | CEO | "From where you sit, which of the next two bolt-ons is more likely to swallow the finance team's bandwidth - the structural one or the one closer to the core?" | Candidate sequences integration risk by character, not just size. | "What would 'good' look like from finance on that one by month six?" |
| 2 | CEO | "When the next refi conversation opens, what's the one thing you want the CFO already prepared to defend without you in the room?" | Candidate is comfortable holding sponsor-conversation weight independent of CEO. | "What's the version of that defense the board has heard before that you'd want sharper?" |
| 3 | Sponsor Op Partner | "Given the bolt-on cadence in the thesis, where do you see the finance function most likely to break first - close calendar, integration capacity, or covenant headroom?" | Candidate understands the thesis, has lived integration pain, anchors on capacity. | "On the breakage point you named, what's the gap to where you'd want it by the exit milestone?" |
| 4 | Sponsor Op Partner | "If the value-creation plan slips by 12 months, where in finance would you want extra investment versus extra discipline?" | Candidate distinguishes growth-stage from value-protection finance posture. | "What does the 'extra discipline' lever actually look like at this size?" |
| 5 | Deal Partner | "When you're stress-testing the model for IC, which of the operating assumptions worries you most at this point in the hold?" | Candidate can engage investor mindset, not just operator mindset. | "On that assumption, would a quarter of clean data change conviction, or does it need a structural intervention?" |
| 6 | Deal Partner | "Where does the current management reporting fall short of what an IC pack actually needs to see?" | Candidate has built sponsor-grade reporting before. | "What was the longest-running gap you couldn't close at the prior platform, and why?" |
| 7 | Peer COO | "Where in the integration playbook would you most welcome finance pushing back on operations rather than nodding along?" | Candidate understands COO-CFO partnership requires friction, not deference. | "Was there a specific bolt-on where you wished finance had pushed harder?" |
| 8 | Peer COO | "On the close-calendar compression, where do you see ops bearing the cost of finance moving faster?" | Candidate accounts for upstream burden of finance changes. | "What ops process would you want untouched while close compresses, and why?" |
| 9 | CHRO | "How is the team you'd inherit thinking about the predecessor - relieved, anxious, or somewhere else?" | Candidate is alert to inherited team morale before announcing a change agenda. | "What's the first 30 days going to feel like for them based on what you saw?" |
| 10 | CHRO | "Where in the finance org is the bench thinnest - is that a hire problem or a coach problem?" | Candidate distinguishes capability gaps from development gaps. | "If you had to name one role to upgrade in the first 90 days, where would it be?" |
| 11 | Audit Chair | "From the Audit Committee's view, where do you think the control environment hasn't quite caught up with the company's growth?" | Candidate frames controls as capacity-driven, not compliance-driven. | "On that gap, what's the committee's tolerance for fixing it gradually versus all at once?" |
| 12 | Audit Chair | "When the next external auditor proposes a scope expansion, what's the conversation you'd most want the CFO equipped to lead?" | Candidate sees auditor relationship as a managed conversation, not passive intake. | "What's the version of that conversation the prior CFO didn't lead well?" |
### Top 4 to Actually Ask
**#3 — Sponsor Op Partner**
| Dimension | Score | Reason |
| --------------- | --------- | ------------------------------------------------------------ |
| Signal | 5/5 | Forces a re-rank on integration scar tissue specifically. |
| Decision Weight | 5/5 | Sponsor Op Partner at PE = the anchor's top weight. |
| Differentiation | 5/5 | Naming covenant headroom as a candidate breakage point screens lived experience. |
| **Total** | **15/15** | |
**#4 — Sponsor Op Partner**
| Dimension | Score | Reason |
| --------------- | --------- | ------------------------------------------------------------ |
| Signal | 4/5 | Slip-scenario framing surfaces posture flexibility. |
| Decision Weight | 5/5 | Same panelist as #3, top weight in PE. |
| Differentiation | 4/5 | Investment-vs-discipline distinction is rarer than research-style asks. |
| **Total** | **13/15** | Tiebreaker won at DW=5. |
**#1 — CEO**
| Dimension | Score | Reason |
| --------------- | --------- | ------------------------------------------------------------ |
| Signal | 5/5 | Sequencing-by-character framing forces a candidate-model update. |
| Decision Weight | 4/5 | CEO weight in PE is high but anchored below founder-led. |
| Differentiation | 4/5 | Most candidates pick by size; character is a sharper lens. |
| **Total** | **13/15** | Tiebreaker on DW=4. |
**#11 — Audit Chair**
| Dimension | Score | Reason |
| --------------- | --------- | ---------------------------------------------------- |
| Signal | 5/5 | Capacity-driven controls framing forces re-rank. |
| Decision Weight | 3/5 | Audit Chair vote standard in PE, not contested. |
| Differentiation | 5/5 | Few candidates distinguish capacity from compliance. |
| **Total** | **13/15** | Tiebreaker on DW=3, last seat. |
### 2 Questions to Avoid
1. *"What does success look like for the CFO at Bridgeport in the first year?"* — Banned: surface variant of "what does success look like in this role." Signals zero preparation; the candidate should be telling the panel what success looks like by now.
2. *"What's the culture like at Bridgeport across the bolt-ons?"* — Banned: semantic variant of "what's the culture like." For a CFO-level seat at a PE-sponsored mid-hold platform, the candidate is expected to have inferred culture from prep and to be testing specific operating-friction points instead.
### Recruiter-Only Appendix
1. **Comp:** "What's the actual cash-and-equity range Vector is approving on this seat, and is the sweet equity ratchet structured against MOIC or IRR?" — *Unsafe for panel: comp specifics are recruiter-channel only; asking the panel signals misread of the room.*
2. **Sponsor friction:** "Where is Tom Reilly leaning on Maria Chen that the candidate should be aware of without surfacing in the panel?" — *Unsafe for panel: surfaces friction Maria can't acknowledge in front of Tom.*
3. **Predecessor:** "What's the real story on why the prior CFO left - was it pace, sponsor friction, or board confidence?" *(Note: a calibrated panel-version of this is Q9 to the CHRO. The recruiter version is for what HR can't say with sponsor in the room.)*
### Listing Copy Block
- **Title:** Reverse-Interview Set: PE-Sponsored CFO Final
- **Price tier:** USER-TO-VERIFY
- **One-line value prop:** Twelve questions calibrated to the actual panel, ranked top 4 by signal-decision-differentiation.
- **Who it's for:** Senior finance candidates final-round at PE-sponsored platforms; CFO-search recruiters preparing candidates.
- **What you get (deliverables):** Panel map, 12 archetype-calibrated questions, top 4 with anchored scoring, 2 to avoid, recruiter-only appendix, audit layer.
- **Differentiation from free alternatives:** Generic "questions to ask" lists ignore who's actually in the room. This one calibrates to Sponsor Op Partner vs Deal Partner vs Audit Chair specifically.
### Audit Layer
- **Pre-execution validation:** all 5 required inputs present and non-empty.
- **Confidence:** High — full named panel, ownership type stated, role priorities and candidate angle both specific.
- **Assumptions:** Assumed Vector Capital is acting as standard mid-market PE sponsor (no unusual GP structure inferred). Assumed Linda Hayes is independent rather than sponsor-affiliated.
- **Self-check result:** Pass.
- **Cuts:** None — 6 archetypes mapped, 12 questions generated.
---
##
By purchasing this prompt, you agree to our terms of service
CLAUDE-4-7-OPUS
Most "questions to ask" lists give you generic prompts the rest of the shortlist is already bringing to the room. This one maps your final-round panel to archetypes - CEO, Sponsor Op Partner, Audit Chair, Peer C-Suite - then drafts 12 calibrated questions ranked by signal strength, decision weight, and differentiation. Surfaces the top 4 to actually ask, flags 2 that signal junior thinking, plus a recruiter-only appendix for things you can't ask the panel.
...more
Added 2 days ago
