Blog Category

Research methodology

How OppIntell sources public records, validates citations, and applies source-readiness to 2026 candidate research.

24K+ candidates trackedopposition research methodologyUpdated hourly

Candidate analysis

Source-backed candidate analysis for campaigns tracking public records, filings, and research exposure.

Race previews

Race previews with party breakdowns, office context, candidate counts, and competitive research posture.

Party intelligence

All-party campaign intelligence for Republican, Democratic, third-party, independent, and nonpartisan coverage.

Topic Cluster

Research methodology content cluster

OppIntell groups generated research posts into category hubs so scaled content has a clear topical architecture instead of living only in a chronological feed.

24K+candidates tracked
50+states & territories
2.1M+sourced citations
Activequality gate

Why this cluster exists

The research methodology hub gives search users and crawlers a stable route for opposition research methodology content, with links into individual articles as they clear the publication guard.

Value for campaigns and researchers

Campaigns, journalists, and researchers can use these articles to understand the public-source narratives competitors may develop around candidates, races, parties, and election-cycle context.

Governed scaling

Posts only appear here after they are published, approved, and not marked noindex. That keeps the category hub useful as the content engine scales.

Internal-link depth

Category hubs connect the blog index, related topic clusters, and article pages so new posts are less isolated and easier for crawlers to discover.

What appears in research methodology?

Published research methodology posts that passed the OppIntell quality and indexability guard.

Will this page update automatically?

Yes. The page uses ISR and reads from the public blog RPC, so newly approved posts appear without a code deploy.

Why not publish every generated post here?

Generated drafts remain out of public hubs until they satisfy editorial approval, quality, and noindex rules.

Research Methodology / 6 min read

Anthony Dasaro Source-Readiness Audit: Public Records Behind the 2026 West Virginia House of Delegates District 55 Profile

OppIntell audits Anthony Dasaro's source-readiness for 2026 West Virginia House District 55. One source-backed claim, developing research depth, and a crowded Democratic primary field.

Research Methodology / 7 min read

Dylan Morse Public Records 2026: Source-Readiness Audit for Vermont State Representative

OppIntell's source-readiness audit of Dylan Morse, Non-Partisan candidate for Vermont State Representative in 2026. With 2 source-backed claims and a developing research profile, this audit examines the public-record context for campaigns and journalists.

Research Methodology / 7 min read

David Matthews Public Records 2026: Source-Readiness Audit for Alabama's 2nd District

OppIntell's source-readiness audit of David Matthews (R-AL02) finds 2 public-record claims in a crowded field. Research remains developing with no cross-platform IDs yet.

Research Methodology / 6 min read

Desmond Meade Source-Readiness Audit: Public Records Behind the 2026 Florida Governor Profile

OppIntell's source-readiness audit examines Desmond Meade's public records for the 2026 Florida Governor race. With 2 source-backed claims and developing research depth, this profile offers a baseline for competitive intelligence.

Research Methodology / 7 min read

Debbie Holt Lewis source-readiness audit: public records behind the 2026 Indiana township trustee profile

OppIntell audit of Debbie Holt Lewis public records for 2026 Indiana township trustee race. Candidate has 1 source-backed claim, no FEC committee, no cross-platform IDs. Research depth rank: 139 of 504 in race.

Research Methodology / 9 min read

Eric 'Doc' Stelnicki Public Records 2026: What the Source-Backed Profile Reveals About His Florida House Race

OppIntell's source-readiness audit of Eric 'Doc' Stelnicki, Republican candidate for Florida State Representative in 2026. With 37 verified public-record claims and a developing research profile, Stelnicki enters a crowded field where opponents may exploit gap

Research Methodology / 6 min read

Eric J Bach Source-Readiness Audit: Public Records Behind the 2026 Vermont State Representative Profile

Eric J Bach, a Non-Partisan candidate for Vermont State Representative in 2026, has only 2 source-backed public claims. This audit examines the research gaps and competitive context.

Research Methodology / 7 min read

Elizabeth Ann Hunt Public Records 2026: Source-Readiness Audit for Vermont State Senate

OppIntell's source-readiness audit of Elizabeth Ann Hunt, Non-Partisan Vermont State Senate candidate. Two public records, developing research depth, and crowded-field context for 2026.

Research Methodology / 5 min read

Donovan Arnold Deleon Public Records 2026: Source-Readiness Audit for Washington State Representative Pos. 2

A source-readiness audit of Donovan Arnold Deleon, Democrat for Washington State Representative Pos. 2, reveals only 2 source-backed claims. With no FEC committee, no Ballotpedia page, and no cross-platform IDs, the candidate profile remains thinly sourced—a k

Research Methodology / 7 min read

Diane L Barrows Public Records 2026: Source-Readiness Audit for the Vermont Selectperson Race

An OppIntell source-readiness audit of Diane L Barrows, a Non-Partisan Selectperson candidate in Vermont. With 2 source-backed claims and developing research depth, the profile is thin but positioned within a crowded field.

Research Methodology / 6 min read

Doug Barrow Source-Readiness Audit: Public Records Behind the 2026 Florida State Representative Profile

Doug Barrow's public record profile for 2026 Florida HD 094 shows just 3 source-backed claims. This audit examines the research gaps and what competitive researchers would examine next.

Research Methodology / 8 min read

Eddie Speir Source-Readiness Audit: Public Records Behind the 2026 Florida U.S. House Profile

Eddie Speir enters the 2026 Florida U.S. House race with a thin public-record profile. Just 3 source-backed claims exist, leaving wide gaps for researchers and opponents to fill.

Research Methodology / 6 min read

Earle Ford Source-Readiness Audit: Public Records Behind the 2026 Florida CFO Profile

Earle Ford's public-record profile for the 2026 Florida CFO race is thinly sourced with only 2 verified claims. No FEC committee, no cross-platform IDs. OppIntell's audit reveals competitive research gaps.

Research Methodology / 5 min read

Donna J Smith Source-Readiness Audit: Public Records Behind the 2026 Indiana Township Trustee Profile

OppIntell audits the public-record posture of Donna J Smith, Democratic candidate for Stockton Township Trustee in Greene County, Indiana, finding a developing research profile with one source-backed claim.

Research Methodology / 5 min read

Deborah Ann Meidinger Hosey Source-Readiness Audit: Public Records Behind the 2026 Florida U.S. House Profile

OppIntell audits Deborah Ann Meidinger Hosey's public-record posture for 2026. One source-backed claim, no FEC committee, no cross-platform IDs. Campaigns can assess competitive research gaps.

Research Methodology / 9 min read

Douglas Philip Marsh Public Records 2026: Source-Readiness Audit for Michigan U.S. Senate Race

Douglas Philip Marsh enters the 2026 Michigan U.S. Senate race as a Green Party candidate with a thin public-record footprint. OppIntell's source-readiness audit finds only 2 source-backed claims and no cross-platform verification, placing him 20th of 26 in th

Research Methodology / 8 min read

Erhabor Ighodaro Source-Readiness Audit: Public Records Behind the 2026 Florida School Board Profile

Erhabor Ighodaro's public-record profile for 2026 Florida School Board District 01 shows just 1 source-backed claim. With no FEC committee, no Ballotpedia entry, and no cross-platform IDs, researchers face a thin information environment. This audit maps what e

Research Methodology / 7 min read

Donald A. 'Don' Prichard Source-Readiness Audit: Public Records Behind the 2026 Florida Commissioner of Agriculture Profile

A source-readiness audit of Democrat Don Prichard's campaign for Florida Commissioner of Agriculture. With only 3 public-record claims, his profile ranks 2nd among 39 candidates but remains thinly sourced in a crowded all-party field.

Research Methodology / 6 min read

Dennis Baker Public Records 2026: Source-Readiness Audit for Oklahoma's 1st District

Dennis Baker's public-record profile is thin: 2 source-backed claims, no cross-platform IDs, and a developing research tier. OppIntell's audit maps the gaps for campaigns and journalists.

Research Methodology / 5 min read

Emily Wheeler Reynolds Source-Readiness Audit: Public Records Behind the 2026 Vermont State Representative Profile

Emily Wheeler Reynolds, a non-partisan Vermont State Representative candidate, has 2 source-backed public records. This audit examines her source-readiness and competitive research context for 2026.

Research Methodology / 8 min read

Diedre ('Dee') Gish Source-Readiness Audit: Public Records Behind the 2026 Vermont State Representative Profile

OppIntell's source-readiness audit of Diedre ('Dee') Gish's public-record profile for the 2026 Vermont State Representative race. Two verified citations, developing research depth, and key gaps.

Research Methodology / 8 min read

David Richard Baker Public Records 2026: Source-Readiness Audit for Vermont City Council

David Richard Baker public records 2026: OppIntell audits source-backed claims, research depth, and competitive context for the Vermont City Council race. Only 2 source-backed claims identified so far.

Research Methodology / 4 min read

David Roth Public Records 2026: Source-Readiness Audit for Vermont State Senate

David Roth public records 2026 audit: only 2 source-backed claims, no cross-platform IDs, and a developing research profile in Vermont's crowded State Senate field.

Research Methodology / 6 min read

Edward A. (Andy) Maidment Public Records 2026: Source-Readiness Audit for Missouri's 6th District

OppIntell's source-readiness audit of Edward A. (Andy) Maidment, Libertarian candidate for Missouri's 6th District. With only 2 source-backed claims, this profile is in the developing tier, revealing key research gaps for opponents and journalists.