For Universities, Admissions & Academic Hiring

Evaluate 15 candidates in the time it takes to read one CV

Faculty hiring. Department chairs. Med school admissions. Guest lecturers. MentionFox evaluates any candidate against any role — fit score, strengths, concerns, interview questions — all from public data. No candidate participation needed. No forms. No assessments.

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MentionFox for Education monitors student and faculty mentions, tracks institutional reputation across social platforms, and provides admissions intelligence from 50+ sources.

Your search committee is making decisions with incomplete data

CVs lie by omission

Every candidate curates their CV. What's missing matters more than what's there. Gaps in employment. Lateral moves that don't make sense. Collaborations that ended abruptly. You don't see any of this until it's too late.

Committee bias is unavoidable

Each committee member brings their own lens. One cares about publication count. Another cares about teaching reviews. Nobody has time to research all 15 applicants equally. The loudest voice wins, not the best candidate.

Reference calls are performative

Nobody gives a bad reference. The candidate chose these people. You're hearing a curated version of the truth. What you need is independent intelligence — what the candidate's actual public footprint reveals.

MIT Sloan finance professor evaluated for Economics department chair
This is a real evaluation generated by MentionFox. Antoinette Schoar — Stewart C. Myers-Horn Family Professor of Finance, former Chair of MIT Sloan Finance Department — evaluated for an Economics department chair role.
Antoinette Schoar
MIT Sloan · Stewart C. Myers-Horn Family Professor of Finance
75/100 · Qualified With Reservations
Strengths
• Exceptional academic credentials with PhD from University of Chicago
• Proven department chair experience managing faculty and budgets
• Outstanding research record with major awards and NBER leadership
• Strong teaching evaluations and commitment to educational excellence
Concerns
• Primary expertise in finance rather than broader economics
• No evidence of experience with traditional economics curriculum
• Transition from finance-focused to economics-focused department may require significant adjustment
Auto-Generated Interview Questions
1. How would you bridge your finance expertise with broader economics curriculum needs?
2. Describe specific budget management and faculty hiring decisions you made as department chair at MIT Sloan.
3. How would you approach curriculum review for an economics department versus your experience with finance curriculum?
Candidate evaluation report
Full evaluation report — overall fit score, executive summary, auto-generated interview questions with reasoning
Strengths concerns risk
Strengths vs Concerns side-by-side, Risk Assessment (expertise gap flagged), Professional Profile with career trajectory
Every hiring decision, admissions review, and committee meeting — better informed
Faculty Hiring

"We have 15 applicants for a tenure-track position in Computer Science"

Batch evaluate all 15 against the job description. Each gets a fit score, strengths/concerns, risk assessment, and interview questions tailored to their specific background. Sort by score. Fox Compare the top 3 side-by-side across 30 dimensions. Present a standardized report to the committee — every member sees the same data.

⏱ 15 minutes for all 15 candidates
Department Chair Search

"The Provost wants 3 finalists for Economics Chair by Friday"

Run dossiers on each finalist. Personality profiles reveal leadership style: one is a D-type (dominant, will restructure), another is an S-type (steady, will maintain). Communication cheat sheets tell you how each will interact with faculty. Fox Compare shows who has the strongest research network vs who has the best administrative track record.

⏱ 10 minutes for 3 finalists with full comparison
Med School Admissions

"8,000 applicants. 150 interview slots. How do we screen?"

Batch evaluate applicants against your admissions criteria. Fit scores surface candidates whose public activity shows genuine commitment — published research, clinical volunteering, patient advocacy — not just polished personal statements. Flag candidates with concerning online activity before you invest interview resources.

⏱ Batch processing — minutes per cohort
Guest Lecturers & Visiting Faculty

"We're inviting 5 guest lecturers for next semester's speaker series"

Run dossiers to understand each speaker's personality, communication style, and audience engagement patterns. Conversation starters help your department chair break the ice. Timing analysis tells you when they're most likely to accept your invitation. Key relationships reveal mutual connections for warm intros.

⏱ 2 minutes per speaker
60-section dossier — more depth than any interview reveals
Every candidate evaluation is powered by a comprehensive OSINT dossier. Here's what MentionFox builds from public data alone — the candidate never knows you looked.
Noam Chomsky — Professor Emeritus of Linguistics, MIT
Conversation starters. Key relationships. Timing & receptivity. How to approach. All from public data.
Noam Chomsky Dossier
Noam Chomsky — conversation starters referencing Manufacturing Consent and Universal Grammar, compare contexts, online communities, personal interests (linguistics, cognitive science, political criticism), key relationships (Zellig Harris, Edward Herman)
Noam Chomsky Dossier
Timing & receptivity (6/10), controversy flags, "How to present yourself" — do: academic credentials, analytical rigor. Don't: casual tone, political name-dropping. Gift ideas.
And not just academics
Dario Amodei — CEO of Anthropic, former VP Research at OpenAI. Same depth. Same zero-cooperation approach.
Dossier header
DISC-C, MBTI-INTJ personality badges. Employment: Anthropic CEO, OpenAI VP Research, Baidu. Education: Caltech, Stanford, Princeton PhD. Speaking: Davos, CFR, Morgan Stanley.
Personality and activity
Patents and trademarks, public activity analysis, Big Five personality scores (Openness 85%, Conscientiousness 80%), communication approach, INTJ working style
Communication approach
Best approach: detailed technical analysis with safety considerations. Avoid: rushed decisions, dismissing safety. Decision style: analytical with extensive deliberation.
Put your top 3 finalists side-by-side. 30 dimensions. One report.
Expertise, leadership style, personality, professional trajectory, culture fit — each dimension scored and compared with detailed notes. Present to your committee as a standardized, data-driven comparison instead of "who gave the best seminar."
Fox Compare
Executive summary with strategic insights, radar chart overlay, key dimensions: Culture, Risk, Network, Strategy, Opportunity
Dimension scores
Category averages, 30 individual dimension scores — Knowledge Depth, Industry Experience, Leadership Style, Team Building, Mentorship, Strategic Vision
They all require the candidate to participate. We don't.

Acuity Insights (Casper)

Situational judgment test the CANDIDATE takes. Measures social intelligence and professionalism. But the candidate knows they're being assessed and performs accordingly. Requires scheduling, consent, and administration overhead.

HireVue

Video interviews with AI scoring. The candidate records structured responses. Better than nothing, but candidates coach themselves on HireVue-specific tactics. AI scoring controversial. Requires candidate cooperation.

MentionFox

Enter a name. Get a 60-section OSINT dossier, fit score against your JD, strengths vs concerns, personality profile, interview questions, and 30-dimension comparison with other candidates. Zero candidate participation. Zero forms. Zero scheduling. $99/mo.

Your next hire deserves better than a stack of CVs and a committee vote

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