HighNeeds corroborationR-VARepresentative

John J. McGuire III

Investigation of John J. McGuire III (R-VA) identified 3 finding(s) across 3 categories: offshore_connection, insider_overlap, contract_conflict. Overall severity: high.

Generated Mar 2, 2026Updated Mar 8, 20263 findings

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John J. McGuire III (R-VA)

Findings(3)

#1Offshore ConnectionProbable

10 Cross-Reference Matches

Cross-referencing John J. McGuire III's network against international databases returned 10 potential matches across 3 source(s). - EXACT: 1 match(es) — John McGuire (PEP) Score: 100% Datasets: ann_pep_positions, wd_peps, us_plural_legislators, wd_categories, us_congress, wikidata (100% confidence)
- FUZZY: 6 match(es) — ICIJ officer "MCGUIRE JOHN R." matches member via alias "mcguire, john" (87% confidence), ICIJ officer "MCGUIRE JOHN R." matches member via alias "john mcguire" (87% confidence), ICIJ officer "MCGUIRE JOHN R." matches member via alias "john mcguire" (87% confidence), ICIJ officer "MCGUIRE JOHN R." matches member via alias "mcguire, john" (87% confidence), ICIJ officer "MCGUIRE JOHN R." matches member via alias "john j. mcguire" (81% confidence), ICIJ officer "MCGUIRE JOHN R." matches member via alias "john j. mcguire" (81% confidence)
- TRIGRAM: 3 match(es) — JOHN J. HEYRICH III Score: 77% Datasets: us_finra_actions (77% confidence), John J. Considine (PEP) Score: 76% Datasets: wikidata, wd_categories, wd_peps, ann_pep_positions (76% confidence), John J. Farley, III Score: 76% Datasets: wikidata, wd_categories (76% confidence) Note: FinCEN matches are at the institutional level only and do not imply individual wrongdoing. ICIJ matches indicate entity name similarity and require further investigation to confirm actual connections.

#2Contract ConflictNeeds corroboration

1 Potential Government Contract Conflicts

Name matching between government contracts and John J. McGuire III's trading activity identified 1 potential overlap(s). These matches suggest the member may have traded in companies receiving federal contracts. - Contract: AMI METALS, INC (Department of Homeland Security, $1,452,435,628) — Member traded META on 2025-06-30 Note: Name matching is approximate. Further investigation is needed to confirm actual connections between contract recipients and traded companies.

#3Insider Trading SignalProbable

1 Trades Overlapping with Corporate Insider Activity

John J. McGuire III made 1 stock trade(s) within 30 days of corporate insider transactions in the same ticker(s). This temporal overlap between congressional and corporate insider trading activity is notable. Overlapping trades:
- WMT: Congress purchase on 2026-01-20, Insider form4 on 2026-01-15 (Brand Rachel L (CIK 0001736097)) This pattern does not prove information sharing but represents a statistical anomaly worthy of further examination.

Methodology & Disclosure

This dossier was generated by CapitolExposed's analysis engines. All claims are derived from cross-referencing publicly available government records: STOCK Act filings, Senate lobbying disclosures (LDA), FEC campaign finance reports, Congressional voting records, ICIJ Offshore Leaks data, and FARA foreign agent registrations.

Conflict scoring: Each finding incorporates up to five weighted signals: committee jurisdiction overlap (30%), vote timing proximity (25%), lobbying connections (20%), donation connections (15%), and trade size anomaly (10%).

Important: CapitolExposed does not allege wrongdoing. Findings reflect statistical patterns in public data, not legal conclusions. Offshore leak matches are name-based and may include false positives.

Investigation Report

This dossier assembles signals from public records and linked source material. All claims cite specific filings or evidence items. CapitolExposed does not allege wrongdoing. If you find an error or believe information is inaccurate, please report an error.

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