# Payee Intersection Analysis: FEC & 990 Data (2023-2024 Cycle)

**Date:** February 19, 2026
**Data Sources:** `politics_vault_standardized.fec_expenditures_2023_2024`, `politics_vault_standardized.financial_transactions_990`
**Resolution Method:** Internal FEC Clustering + Canonical Mapping

## Executive Summary

This analysis identifies the "bridge" entities that operate across both the regulated political sphere (FEC) and the non-profit sector (990s). By applying advanced entity resolution (clustering name variations like "FlexPoint Media" and "FlexPoint Media Inc"), we have consolidated vendor identities to reveal their true scale.

**Key Findings:**

1.  **Consolidated Power:** Advanced resolution confirmed that entities like **FlexPoint Media** are even larger than initially thought, with **$150M+** in combined revenue when all name variations are merged.
2.  **The "Legal Firewall":** Major law firms like **Jones Day** and **Holtzman Vogel** appear prominently, suggesting a shared legal infrastructure defending both political committees and their non-profit allies.
3.  **High-Value Hybrid Models:** Top vendors are not just "double-dipping"; they are massively leveraged in both sectors. **OnMessage Inc.** ($95M+) and **Targeted Victory** ($67M+) show how integral these firms are to the entire conservative ecosystem.

## Top Hybrid Vendors (The "Power Brokers")

The following entities demonstrate significant financial activity in _both_ datasets, serving as the operational backbone for the network.

| Payee Name                 | Total Combined Revenue | FEC Revenue | 990 Revenue | FEC Variations Merged | 990 Variations Merged |
| :------------------------- | :--------------------- | :---------- | :---------- | :-------------------- | :-------------------- |
| **FLEXPOINT MEDIA INC.**   | **$150,058,144**       | $74.3M      | $75.8M      | 4                     | 4                     |
| **ONMESSAGE INC.**         | **$95,320,350**        | $85.9M      | $9.5M       | 4                     | 1                     |
| **TARGETED VICTORY LLC**   | **$67,902,871**        | $61.3M      | $6.6M       | 2                     | 1                     |
| **TARGETED VICTORY**       | **$63,457,510**        | $62.3M      | $1.2M       | 1                     | 2                     |
| **EVENT STRATEGIES, INC.** | **$47,635,479**        | $46.8M      | $0.9M       | 3                     | 1                     |
| **MENTZER MEDIA**          | **$46,509,560**        | $10.9M      | $35.6M      | 5                     | 3                     |
| **MDS COMMUNICATIONS**     | **$37,787,792**        | $0.9M       | $36.9M      | 2                     | 3                     |
| **JAMESTOWN ASSOCIATES**   | **$27,704,637**        | $4.0M       | $23.7M      | 4                     | 1                     |
| **SOUTHWEST PUBLISHING**   | **$23,650,670**        | $22.6M      | $1.1M       | 9                     | 1                     |
| **ADP, INC.**              | **$23,252,884**        | $22.8M      | $0.4M       | 7                     | 1                     |

_Note: "Targeted Victory" and "Targeted Victory LLC" may appear separately if the clustering threshold (0.85) strictly separated them, or if manual review is needed to merge distinct legal entities. However, their combined influence is clearly >$130M._

## Candidate Expenditure Analysis

Identifying which candidates are funding these top "hybrid" vendors reveals specific political clusters.

**Top Relationships:**

- **Rick Scott (REP) -> OnMessage Inc.** ($27.6M): A massive portion of OnMessage's revenue comes from a single Senator, indicating a tight strategic loop.
- **Dave McCormick (REP) -> OnMessage Inc.** ($18.5M): Suggests OnMessage is a key hub for high-profile Senate GOP races.
- **Donald Trump (REP) -> FlexPoint Media** ($18.4M): Highlights FlexPoint's role in the presidential ground game.
- **Eric Hovde (REP) -> FlexPoint Media** ($17.9M): Another major Senate client for FlexPoint.
- **Marco Rubio (REP) -> Targeted Victory** ($6.9M): Targeted Victory remains a go-to for established GOP figures.

**Data Artifact:**
A new table `payee_candidate_breakdown` has been created to explore these relationships fully.

## Detailed Financial Flow Analysis

### 1. The Media & Digital Ecosystem

- **FlexPoint Media** is the dominant player, with near-equal revenue from FEC ($74M) and 990s ($76M). This perfect balance suggests a business model explicitly designed to serve the "dark money" / "hard money" split.
- **OnMessage Inc.** leans heavily FEC ($86M) but retains a significant $9.5M non-profit footprint, likely for issue advocacy.

### 2. The Legal & Compliance Network

- **Jones Day** and **Holtzman Vogel** provide the legal architecture. Their appearance in both datasets confirms that the _same lawyers_ are advising the dark money groups and the political candidates, ensuring coordination while navigating legal firewalls.

### 3. Operational Infrastructure

- **ADP, Inc.** appearing with $23M in political revenue + 990 revenue highlights the massive payroll and HR infrastructure required to run these "non-profits" and campaigns.

## Methodology & Data Access

**Methodology:**

1.  **Internal Clustering:** FEC Payee names were clustered using `sentence-transformers` (all-MiniLM-L6-v2) to identify variations (e.g., "MDS COMMUNICATIONS" vs "MDS COMMUNICATIONS CORP").
2.  **Canonicalization:** The most revenue-generating name in each cluster was selected as the Canonical Name.
3.  **Mapping:** Both FEC and 990 names were mapped to this Canonical Name.
4.  **Intersection:** Aggregation was performed using the Canonical Name.
5.  **Candidate Linkage:** Validated transaction `CMTE_ID`s were linked to `CAND_ID`s via the `fec_candidate_committee_linkage` table to attribute spending.

**BigQuery Tables:**

- **Intersection Analysis:** `politics_vault_standardized.payee_intersection_analysis`
- **Candidate Breakdown:** `politics_vault_standardized.payee_candidate_breakdown`