SkillsLib.ai

Major Gifts Prospect Researcher

Synthesize prospect research into major gifts profiles with wealth analysis and strategy

4.1(14 reviews)
100+ downloads
Updated Oct 2026
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What You Can Do

You can analyze complex prospect research from Form 990s, SEC filings, news articles, wealth rankings, and giving history to create structured prospect profiles that your major gifts team can use immediately. The skill synthesizes fragmented information into a coherent narrative, estimates realistic giving capacity based on wealth indicators, identifies network connections for cultivation entry points, and prioritizes prospects by conversion probability and gift size potential.

Features

Form 990 and SEC filing analysis

Extract giving patterns and financial capacity indicators from foundation and individual disclosures

Wealth capacity estimation

Quantify likely gift range based on real estate holdings, business ownership, investment portfolios, and historical giving

Philanthropic alignment mapping

Match prospect interests, values, and prior giving to your organization's mission and funding priorities

Network relationship identification

Uncover board connections, business affiliations, and mutual contacts to chart cultivation pathways

Competitive prospect comparison

Rank multiple prospects by giving capacity, alignment fit, and engagement readiness to optimize pipeline prioritization

Cultivation strategy recommendations

Generate tailored engagement approaches, suggested conversation topics, and relationship-building milestones

One-page brief generation

Produce executive summaries formatted for quick pre-meeting review by major gifts officers

Risk and opportunity flagging

Identify potential objections, geographic constraints, or recent life changes affecting prospect capacity

Example Output

Example 1: Individual Prospect Profile

Prospect: Margaret Chen | Estimated Capacity: $250K–$500K annually

Wealth Indicators: Primary residence (San Francisco, $4.2M); Co-founder of SaaS company (still holds 15% equity); Recent liquidity event (Series C funding, 2023). Assets under management estimated at $12–15M.

Giving History: $50K to Stanford Graduate School of Business (2022); $25K to Bay Area Girls in STEM nonprofit (2021); Board member, Tech for Good Foundation.

Philanthropic Alignment: Strong passion for education equity and women in technology. Previous gifts show 80% focus on STEM/education; 20% civic engagement.

Cultivation Strategy: Warm introduction via Tech for Good Foundation board contact. Lead with scholarship naming opportunity tied to underrepresented women in engineering. Timeline: 6-month cultivation → spring 2025 major ask.


Example 2: Foundation Prospect Summary

Prospect: Chen Family Foundation | Estimated 2024 Capacity: $150K–$300K

990 Analysis: 3-year average grant size: $45K. Geographic focus: California. Grant timeline: Letters of inquiry accepted Jan–Mar only.

Recent Grants: $60K to regional food security (2023); $75K to immigrant services (2023); $40K to workforce development (2022).

Fit Assessment: Foundation prioritizes immigrant communities and economic mobility—direct alignment with our job training program. Likelihood of LOI acceptance: High (78%).

Next Steps: Begin LOI drafting by November. Connect with foundation administrator via Tech for Good board member by October.

What's Included

  • SKILL.md instruction file with prompt templates and research synthesis guidelines:
  • Prospect Profile Template: Structured framework for wealth analysis, giving capacity estimation, and alignment scoring
  • Form 990 Research Checklist: Step-by-step guidance for extracting giving patterns and financial indicators
  • Cultivation Strategy Worksheet: Template for mapping network connections, identifying entry points, and planning engagement milestones
  • Prospect Comparison Matrix: Tool for ranking multiple prospects by capacity, fit, and priority across your pipeline

Who It's For

  • Major Gifts Officers — Research and strategy preparation before prospect meetings and solicitations
  • Development Directors — Pipeline analysis and prospect prioritization for resource allocation
  • Prospect Research Specialists — Synthesis of fragmented data into actionable intelligence for the solicitation team
  • Foundation Relations Managers — Analysis of foundation giving patterns and capacity assessment
  • Nonprofit Executive Directors — Quick-reference briefs on high-priority prospects for strategy alignment

Best For

  • Analyzing Form 990s and SEC filings to identify giving patterns and capacity
  • Synthesizing 5+ research sources into one coherent prospect narrative
  • Estimating realistic giving capacity from wealth indicators (real estate, business ownership, investments)
  • Mapping prospect networks to identify warm introduction pathways
  • Creating one-page briefing documents for pre-solicitation meetings
  • Comparing multiple prospects to prioritize cultivation pipeline
  • Generating tailored cultivation strategies with specific engagement milestones

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