Prospect Researcher

Ryan Mahoney

Why this role is hard · Ryan Mahoney

The real challenge is finding someone who sticks to strict research procedures without losing their natural curiosity. You want people who double check financial records but still stop to ask why a pattern does not look right. During interviews, candidates who only know quick database tricks fall apart when you ask them to track one donor back to the original source. They often cannot tell the difference between solid financial indicators and generic marketing fluff. We bring on the ones who treat every single number as a statement that needs backing up rather than a final answer.

Core Evaluation

Critical questions for this role

The competency and attitude questions below are where the hiring decision is made. They run in the live interview rounds and are calibrated to the level selected above.

14 Competency Questions

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  1. Discipline

    Prospect Research & Intelligence

  2. Job requirement

    Compliance Screening & Due Diligence

    Runs standard compliance checks against sanctions lists and adverse media databases.

  3. Expected at Junior

    Requires strict adherence to SOPs and escalation protocols; routine screening is executed with guidance to ensure consistent risk mitigation.

Interview round: Hiring Manager Technical Deep Dive

Walk me through how you handled a watchlist screening that returned a potential match for an assigned prospect.

Positive indicators

  • Describes systematic false-positive elimination
  • Emphasizes objective documentation practices
  • Clearly states escalation boundaries and triggers

Negative indicators

  • Makes independent compliance judgments without review
  • Skips documentation or audit trail steps
  • Ignores protocol for ambiguous matches

13 Attitude Questions

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Accountability Mindset

The consistent internalization of personal responsibility for one’s actions, decisions, and work outputs, characterized by a commitment to accuracy, transparency, and systematic follow-through. In an organizational context, it reflects a proactive orientation toward owning outcomes, adhering rigorously to established protocols, correcting errors without deflection, and ensuring all deliverables meet predefined quality and compliance standards.

Interview round: Recruiter Screen & Cultural Alignment

Imagine you are managing multiple portfolio updates with overlapping deadlines, and a critical data source becomes temporarily inaccessible. How do you manage the workflow and communicate the status?

Positive indicators

  • Communicates delays before deadlines hit
  • Proposes alternative data pathways
  • Documents status transparently in CRM
  • Prioritizes based on objective impact
  • Maintains quality standards under pressure

Negative indicators

  • Waits until deadline to report inaccessibility
  • Rushes incomplete records into CRM
  • Fails to propose alternative verification
  • Overpromises recovery timeline
  • Ignores zero-defect standards

Supporting Evaluation

How candidates earn the selection conversation

The goal is to reduce effort for everyone by collecting more useful signal before adding more interviews. Lightweight application prompts and structured screens help the panel focus live time on the candidates most likely to succeed.

Stage 1 · Application

Filter at the door

Runs the moment a candidate hits Submit. Disqualifying answers end the application; everything else is captured for review.

Video-Response Questions

1 of 3

Application Screen: Video Response

Describe a scenario where you had to communicate complex prospect capacity data or methodological limitations to a development leader pushing for aggressive outreach targets. What specific steps did you take to ensure alignment and prevent misaligned expectations?

Candidate experience

REC
0:42 / 2:00
1Record
2Review
3Submit

Response time

2 min

Format

Recorded video

Stage 2 · Resume Screening

Read the resume against fixed criteria

Reviewers score every application that clears the door against the same criteria. Stronger reviews advance to live interviews; weaker ones are archived without further screening.

Resume Review Criteria

8 criteria
Demonstrated execution of systematic queries across wealth, real estate, and giving databases to extract financial indicators and historical giving patterns for assigned campaign portfolios.
Compilation of raw public records, media mentions, and CRM data into structured, actionable briefs distributed to frontline fundraising staff.
Maintenance of accurate prospect records through deduplication, field standardization, and engagement stage updates within a customer relationship management system.
Adherence to organizational privacy guidelines and ethical standards when sourcing, storing, and handling publicly available prospect information.

Does the resume show relevant prior work experience?

Does the cover letter or personal statement convey clear relevance and familiarity with the job?

Does the resume indicate required academic credentials, relevant certifications, or necessary training?

Is the resume complete, well-organized, and free from formatting, spelling, and grammar mistakes?

Stage 3 · During Interviews

Where the hire is decided

Interview rounds use the competency and attitude questions outlined above, then add tests, work simulations, and presentations that reveal deeper evidence about how the candidate thinks and works.

Presentation Prompt

Walk us through an anonymized prospect profile or research dossier you produced that required filtering significant data noise to isolate actionable capacity and inclination signals. Discuss your methodology for source verification, how you calibrated financial indicators against organizational gift bands, and the tradeoffs you made between exhaustive data collection and concise, officer-ready curation.

Format

portfolio-walkthrough · 20 min · ~2 hr prep

Audience

Hiring Manager, Senior Research Team Member, Development Operations Lead

What to prepare

  • 1-2 anonymized or heavily redacted prospect profiles/dossiers from past work
  • Brief notes on the research sources and verification steps used
  • A short verbal walkthrough structure (no new slide deck required)

Deliverables

  • A 15-minute verbal walkthrough of the selected anonymized artifact(s)
  • 5-10 minutes of Q&A on your verification methodology and curation choices

Ground rules

  • Use only work you are permitted to share; fully anonymize all prospect names, organizations, and identifying financial details
  • Do not create a new prospect profile from scratch for this exercise
  • Focus on your reasoning process rather than the raw data itself

Scoring anchors

Exceeds
Walkthrough demonstrates rigorous multi-source verification, sharp signal-to-noise filtering, and seamless translation of data into actionable officer intelligence with clear ethical guardrails.
Meets
Profile shows solid verification practices and clear curation, with logical connections between capacity indicators and campaign readiness, though some tradeoff rationale could be sharper.
Below
Relies on unverified or superficial data, presents excessive noise without curation logic, or fails to align findings with practical fundraising workflows and ethical standards.

Response time

20 min

Positive indicators

  • Clearly distinguishes between verified financial indicators and speculative signals
  • Articulates specific source triangulation methods used to validate capacity ratings
  • Demonstrates disciplined curation by explaining why certain data points were intentionally excluded
  • Anticipates development officer questions and frames findings for actionable outreach

Negative indicators

  • Presents unverified or single-source data as definitive capacity markers
  • Fails to explain how noise was filtered, resulting in a bloated or unfocused profile
  • Struggles to connect research findings to practical campaign strategy or officer next steps
  • Cannot articulate ethical boundaries or privacy considerations in data aggregation

Work Simulation Scenario

Scenario. You have been handed a raw list of 50 potential major donors for an upcoming environmental justice capital campaign. The list contains fragmented public records, mixed corporate affiliations, and unclear wealth indicators. You must determine how to prioritize and profile these prospects within a two-week window.

Problem to solve. Construct a research approach that balances thorough financial profiling with actionable campaign timelines, while identifying the most viable prospects for immediate outreach.

Format

discovery-interview · 40 min · ~2 hr prep

Success criteria

  • Clarify campaign-specific qualification thresholds
  • Identify key data sources and verification steps
  • Establish a prioritization framework aligned with officer capacity

What to review beforehand

  • Organization's current major gift bands
  • Standard prospect research protocols
  • Basic CRM reporting structure

Ground rules

  • Ask clarifying questions before proposing solutions
  • State assumptions explicitly
  • Focus on your decision-making process, not just the final output

Roles in scenario

Development Director (informed_partner, played by hiring_manager)

Motivation. Wants high-quality dossiers quickly but lacks clarity on what constitutes a qualified prospect for this specific campaign.

Constraints

  • Officers have limited bandwidth for outreach
  • Must comply with strict data privacy guidelines
  • Budget for external data enrichment is capped

Tensions to introduce

  • Some prospects have high net worth but controversial public policy stances
  • Historical giving data is outdated or missing for 30% of the list
  • Pressure to deliver results conflicts with thorough verification timelines

In-character guidance

  • Answer questions directly and honestly
  • Provide context when asked about campaign goals
  • Do not volunteer campaign strategy unless asked
  • Acknowledge tradeoffs between speed and accuracy

Do not

  • Solve the research methodology for the candidate
  • Provide a pre-approved prospect list
  • Coach the candidate on how to use research tools

Scoring anchors

Exceeds
Systematically uncovers hidden constraints, designs a robust prioritization matrix, and explicitly flags compliance risks while maintaining campaign alignment.
Meets
Asks clarifying questions to define scope, proposes a logical research workflow, and identifies key data sources without major gaps.
Below
Makes assumptions without verification, struggles to navigate ambiguity, and proposes an unstructured or overly time-intensive approach.

Response time

40 min

Positive indicators

  • Asks targeted questions about campaign qualification thresholds before starting research
  • Surfaces assumptions about wealth indicators and policy alignment risks
  • Structures a phased research approach that balances depth with timeline constraints
  • Explicitly flags compliance or privacy boundaries relevant to data sourcing

Negative indicators

  • Jumps to profiling specific prospects without clarifying campaign priorities
  • Guesses at capacity ratings without asking for organizational gift bands
  • Freezes when presented with ambiguous or incomplete data signals
  • Proposes an unstructured or overly time-intensive approach that ignores officer bandwidth

Progression Framework

This table shows how competencies evolve across experience levels. Each cell shows competency at that level.

Prospect Research & Intelligence

6 competencies

CompetencyJuniorMidSeniorPrincipal
Compliance Screening & Due Diligence

Runs standard compliance checks against sanctions lists and adverse media databases.

Investigates complex regulatory flags and assesses reputational risk for high-value prospects.

Authors institutional due diligence policies and establishes escalation protocols for compliance risks.

Sets enterprise-wide risk tolerance standards and ensures prospect research aligns with legal and ethical frameworks.

Data Enrichment & Source Verification

Collects and verifies biographical and professional data from public records and foundational databases.

Cross-references multiple data sources to resolve discrepancies and systematically enriches prospect records.

Establishes data quality protocols and integrates new external data feeds into research workflows.

Oversees enterprise data governance for prospect intelligence and evaluates vendor partnerships for enrichment tools.

Intelligence Reporting & Workflow Optimization

Drafts standardized research summaries and updates CRM records with new intelligence.

Produces executive briefings and integrates research findings into fundraising team workflows.

Optimizes reporting templates and designs cross-functional intelligence sharing processes.

Champions the adoption of advanced analytics platforms and drives continuous improvement in research operations.

Philanthropic Capacity & Giving Pattern Analysis

Analyzes historical giving records and identifies basic patterns in donor philanthropic behavior.

Models capacity and propensity scores based on complex giving histories and network affiliations.

Develops predictive scoring models to segment prospects by giving likelihood and strategic institutional fit.

Directs the long-term philanthropic forecasting strategy and aligns capacity models with institutional fundraising targets.

Prospect Identification & Financial Profiling

Conducts initial wealth screening and gathers public financial data on assigned prospects using standard databases.

Synthesizes complex financial indicators to build comprehensive donor profiles and validates data accuracy across multiple sources.

Designs standardized profiling frameworks and mentors junior researchers on advanced wealth analysis techniques.

Defines organizational prospecting criteria and aligns financial profiling strategies with institutional revenue goals.

Strategic Forecasting & Prospect Prioritization

Compiles prospect lists based on predefined criteria and applies basic prioritization metrics.

Evaluates prospect readiness and recommends cultivation timelines based on capacity and affinity indicators.

Builds dynamic prioritization matrices and aligns prospect pipelines with multi-year campaign goals.

Architects the enterprise prospect strategy and allocates research resources to maximize fundraising ROI.