Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: complete
Profile completeness: 75%
Caveats Lobbying disclosure (LD-2) filings have not been ingested — signals depending on this data are absent. Bill-to-vote crosswalk are partially available — related signals may undercount. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
issue overlap medium score 100 Requires context Education, Technology & Communications, Government Operations appear in both lobbying filings and campaign contributions — $3,219 in overlapping funding across 257 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498769387 Contribution in overlapping issue area FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769271 Contribution in overlapping issue area FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769678 Contribution in overlapping issue area FEC receipt 40501202…
temporal proximity high score 86 Core $86,239 in contributions landed within 30 days of 75 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:98:MI:SLOTKIN Vote near contribution window Senate vote #98 congress_votes senate_roll_call:119:2:99:MI:SLOTKIN Vote near contribution window Senate vote #99 congress_votes senate_roll_call:119:2:104:MI:SLOTKIN Vote near contribution window Senate vote #104 congress_votes senate_roll_call:119:2:100:MI:SLOTKIN Vote near contribution window Senate vote #100
multi registrant bill pressure high score 80 Under review 11 voted bills had coordinated lobbying pressure — Lower Health Care Costs Act, 21st Century ROAD to Housing Act, Department of Education Appropriations Act, 2024 were lobbied by up to 461 independent firms.
Source Record Rationale Link congress_votes senate_roll_call:119:2:180:MI:SLOTKIN Vote on bill with coordinated lobbying pressure Senate vote #180 congress_votes senate_roll_call:119:2:175:MI:SLOTKIN Vote on bill with coordinated lobbying pressure Senate vote #175 congress_votes senate_roll_call:119:1:644:MI:SLOTKIN Vote on bill with coordinated lobbying pressure Senate vote #644
pre vote surge medium score 73 Requires context $65,334 in contributions in the 14 days before a vote on "Motion to Invoke Cloture: John Thomas Shepherd to be U.S. District Judge for the Western District of Arkansas" (Mon Apr 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.9x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:2:75:MI:SLOTKIN Vote with pre-vote contribution surge Senate vote #75 fec_contributions fec_contribution:sub:4050120261498767673 Contribution in pre-vote surge window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767492 Contribution in pre-vote surge window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767641 Contribution in pre-vote surge window
registrant client capture medium score 50 Under review Florida Sugar Cane League, FEDERAL SOLUTIONS, LLC, Fourth Street Advocacy (Corsa Potomac, Llc) are heavily concentrated — top client accounts for 84%+ of revenue (HHI 8649).
Source Record Rationale Link lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4…
lobby donate overlap medium score 48 Requires context Lobby-donate overlap: 6 client-employer overlaps and 4 dual-path registrants — $4,390 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498770504 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498774712 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769942 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498772155 Contribution from convergent employer FEC receipt 40501202…
post vote reward medium score 39 Requires context $75,676 in contributions in the 30 days after a vote on "Motion to table the motion to refer the House message to accompany S. 1383 to the Committee on Rules and Administration with instructions" (Tue Mar 24 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 2.6x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:2:68:MI:SLOTKIN Vote with post-vote contribution reward Senate vote #68 fec_contributions fec_contribution:sub:4050120261498769271 Contribution in post-vote reward window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769387 Contribution in post-vote reward window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769678
outside spend spike low score 30 Core $30,458 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4072120251209833017 Outside spending row FEC expenditure 40721202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496119 Outside spending row FEC expenditure 40113202… fec_independent_expenditures fec_independent_expenditure:sub:4073120251213006008 Outside spending row FEC expenditure 40731202… fec_independent_expenditures fec_independent_expenditure:sub:4052120251203674118 Outside spending row FEC expenditure 40521202…
vote deviation medium score 22 Under review $720 in contributions came from Government Operations, Agriculture & Food — areas with no matching votes. votes appear in Defense & Security, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498769387 Contribution row used in funding profile FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769678 Contribution row used in funding profile FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769271 Contribution row used in funding profile FEC receipt 40501202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 9 breaks from the majority across 311 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:119:1:641:MI:SLOTKIN Scored vote row Senate vote #641 congress_votes senate_roll_call:119:1:640:MI:SLOTKIN Scored vote row Senate vote #640 congress_votes senate_roll_call:119:1:642:MI:SLOTKIN Scored vote row Senate vote #642
lobby bill abstention medium score 10 Under review 5% abstention rate on lobbied bills vs 3% overall — 2pp differential across 38 lobbied-bill votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:182:MI:SLOTKIN Abstained on lobbied bill: 21st Century ROAD to Housing Act Senate vote #182 congress_votes congress_house:117:1:390:S001208 Abstained on lobbied bill: FUTURE Networks Act House roll call #390
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.