[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Max L. Miller

Republican · Representative, OH ·7

Score Components

36 HIGH

Connection Density 20%

0 → 0

Donor Influence 10%

0 → 0

Silence Risk 25%

20 → 5

Contradiction Risk 25%

100 → 25

Intelligence Volume 10%

55 → 6

Constituency Deviation 5%

0 → 0

Voting Misalignment 5%

0 → 0

% = weight in composite score · Raw component 0–100 × weight = weighted contribution (→) · Sum of contributions = overall score. Hover a row for details.

[constituency_baseline] Demographic anchor: Drives alone to work: 74%

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[constituency_baseline] Demographic anchor: Public transit commuting share: 0.5%

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[constituency_baseline] Demographic anchor: Median age: 43.3

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[constituency_baseline] Demographic anchor: Unemployment rate: 3.5%

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[constituency_baseline] Demographic anchor: Foreign-born population: 6.76% (52.8k)

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[constituency_baseline] Demographic anchor: U.S. citizenship rate: 97.7%

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[constituency_baseline] Demographic anchor: White (Non-Hispanic) population share: 86.7% (670k)

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[constituency_baseline] Demographic anchor: Population: 781,785 (2024)

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[constituency_baseline] Demographic anchor: Median rent: $1,117

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[constituency_baseline] Demographic anchor: Median home value: $250,800

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[constituency_baseline] Demographic anchor: Bachelor's degree or higher: 37.5%

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[constituency_baseline] Demographic anchor: Homeownership rate: 77.2%

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[constituency_baseline] Demographic anchor: Poverty rate: 7.31% (2024)

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[constituency_baseline] Demographic anchor: Median household income: $86,611 (2024)

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[constituency_baseline] Ballot measure: Ohio Issue 2 — Marijuana Legalization Initiative (November 2023) (2023) — passed, margin 57.0% to 43.0%

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[constituency_baseline] Ballot measure: Ohio Issue 1 — Reproductive Freedom Amendment (November 2023) (2023) — passed, margin 56.6% to 43.4%

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[constituency_baseline] Dominant industry: NAICS 44-45 - Retail Trade (share 0.11)

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[constituency_baseline] Dominant industry: NAICS 31-33 - Manufacturing (share 0.145)

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[constituency_baseline] Dominant industry: NAICS 62 - Health Care and Social Assistance (share 0.149)

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[constituency_baseline] Top employer: NASA Glenn Research Center (Cleveland, adjacent to district) (3000 employees)

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No connections mapped

Bill	Vote	Date	Alignment
Farm, Food, and National Security Act of 2026 (Farm Bill) — On Passage	yea	2026-04-30	mixed
FY2026 Appropriations Package including $18 Million in Community Project Funding	yea	2026-02-04	mixed
One Big Beautiful Bill Act — On Motion to Concur in the Senate Amendment	yea	2025-07-03	misaligned
Safeguard American Voter Eligibility (SAVE) Act — On Passage	yea	2025-04-10	mixed
Laken Riley Act — On Passage	yea	2025-01-22	aligned
Ukraine Security Supplemental Appropriations Act, 2024	yea	2024-04-20	deviating

Last contradiction analysis: Never

reversal 90/100

Platform: "Miller demanded Ohio Right to Life official Lizzie Marbach delete her tweet stating 'There's no hope for any of us outside of having faith in Jesus Ch"

Vote: on "Miller campaigned as a 'conservative voice' endorsed by Trump, representing a district where evangel"

Miller, a Jewish Republican, publicly condemned a core Christian theological statement as 'the most bigoted' thing he had 'ever seen' and told a citizen to delete it — then apologized hours later after a conservative firestorm. The Federalist noted t

statement_vs_disclosure 90/100

Platform: "In his April 2026 Parma Observer newsletter, Miller wrote: 'I'd like to dispel some of the myths you may have heard about the Big Beautiful Bill. You "

Vote: on "The DCCC reported that a new analysis found the OBBB would 'kick nearly 77,000 constituents off thei"

Miller publicly claimed the OBBB 'protects and strengthens Medicaid' in his constituent newsletter while the DCCC analysis found the bill would kick nearly 77,000 of his own constituents off health insurance. The Ohio Capital Journal found the SNAP c

platform_vs_vote 60/100

Platform: "Miller presents himself as a 'heterodox populist' fighting for working people, telling Cleveland.com: 'I have always been, and will remain, a Davis-Ba"

Vote: on "Miller's top donor industry is Pro-Israel ($242,355), followed by Securities & Investment ($167,162)"

Miller brands himself as a 'heterodox populist' and 'Davis-Bacon Republican who puts Ohio workers first,' yet his campaign is funded overwhelmingly by Pro-Israel ($242,355), Wall Street ($167,162), and Real Estate ($156,855) interests, with only 0.13

position_evolution 60/100

Platform: "Miller voted to send $60.8 billion in aid to Ukraine in April 2024, breaking with the majority of House Republicans. He was one of the bill's 'most vo"

Vote: on "Miller demanded Ohio Right to Life official Lizzie Marbach delete her tweet stating 'There's no hope"

Miller broke with the majority of House Republicans to vote for $60.8 billion in Ukraine aid in April 2024, one of the bill's most vocal advocates. This pro-Ukraine stance put him at odds with the MAGA wing of his party and his own background as a Tr

Last silence detection: Never

In-person town halls and direct public accessibility in OH-07

461d silent

Expected position: As the representative of a district that backed Trump by 11 points but gave Miller only 51% in 2024, Miller would be expected to hold in-person town halls to engage constituents — p

ICE characterization vs. operational data — misleading constituent communications

213d silent

Expected position: As a representative who voted to fund ICE and sits on the House Foreign Affairs Committee, Miller should provide constituents with accurate characterizations of federal agency opera

No donor interests mapped

No constituency baseline modelled

No platform commitments archived

No committee memberships recorded

Scoring Methodology

The Capture Risk Score is a composite 0–100 index measuring potential regulatory capture of elected officials. It is computed from seven weighted components:

Component	Weight	Signal
Silence Risk	25%	Topics where donors have interests but the official is silent
Contradiction Risk	25%	Stated positions contradicted by voting record (recent findings boosted)
Connection Density	20%	Mapped relationships to lobbyists, contractors, interest groups
Intelligence Volume	10%	Documented facts from verified sources (logarithmic scale)
Donor Influence	10%	Distinct donors with interests overlapping committee jurisdiction
Constituency Deviation	5%	Gap between district priorities and legislative focus
Voting Misalignment	5%	Floor votes contradicting stated platform positions

Each component produces a raw score 0–100. The weighted sum yields the overall score. Tier thresholds: Critical ≥ 45, High ≥ 36, Elevated ≥ 22, Moderate ≥ 10, Low < 10.

Officials without at least 2 documented facts, 1 contradiction analysis, 1 voting record, or 1 constituency baseline are marked Insufficient Evidence and excluded from numeric ranking.

Contradiction findings from the last 180 days receive a recency boost. High-severity contradictions (score ≥ 70) receive additional weight.

Full methodology: /congress/methodology

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