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 / 9 min read

Christopher Thibault Public Records 2026: Source-Readiness Audit for Vermont Governor Race

OppIntell's source-readiness audit of Christopher Thibault for Vermont Governor 2026: 2 public-record claims, top research depth in a 12-candidate field, but no FEC committee or cross-platform IDs yet.

Research Methodology / 6 min read

David D Skinner Public Records 2026: Source-Readiness Audit for Vermont State Representative Race

OppIntell's source-readiness audit of David D Skinner, non-partisan candidate for Vermont State Representative in 2026. Only 2 source-backed claims identified; research depth ranks 126th in state.

Research Methodology / 8 min read

Dave Wolk Source-Readiness Audit: Public Records Behind the 2026 Vermont State Senator Profile

An audit of Dave Wolk's public records for the 2026 Vermont State Senate race. Only 2 source-backed claims identified, placing him in the developing research tier with significant gaps.

Research Methodology / 9 min read

Darius L. Mitchell Public Records 2026: Source-Readiness Audit for the South Carolina U.S. Senate Race

A source-readiness audit of Darius L. Mitchell for the 2026 South Carolina U.S. Senate race. With only 2 source-backed claims, the profile is developing. Research gaps and competitive context analyzed.

Research Methodology / 6 min read

Cindy W Riley Public Records 2026: Source-Readiness Audit for South Carolina's 1st District

A source-readiness audit of Cindy W Riley's public records for the 2026 South Carolina U.S. House race. With only 2 source-backed claims and no cross-platform IDs, this developing profile sits in a crowded Republican primary field.

Research Methodology / 7 min read

Da'Shone Hughey source-readiness audit: public records behind the 2026 New Jersey U.S. House profile

Da'Shone Hughey public records 2026: OppIntell audits source-readiness for the Independent candidate in NJ-08. With 2 source-backed claims and a developing research tier, the profile is thin but verifiable. Campaigns can assess competitive research gaps.

Research Methodology / 6 min read

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

Dan Franzese public records 2026: a source-readiness audit of the Republican U.S. House candidate in Florida's 25th district. With only one source-backed claim, Franzese's research profile is developing.

Research Methodology / 7 min read

Danielle Cohen Higgins Source-Readiness Audit: Public Records Behind the 2026 Florida County Commission Profile

OppIntell examines the public-record posture of Danielle Cohen Higgins, a nonpartisan candidate for Florida County Commission District 8 in 2026. With thin sourcing and no cross-platform IDs, the profile raises key research questions for opponents and journali

Research Methodology / 4 min read

Daryl Schroeder Public Records 2026: Source-Readiness Audit for Michigan House District 108

Daryl Schroeder, Republican candidate for Michigan House District 108, has just 1 source-backed public record claim. OppIntell's research audit identifies gaps in cross-platform IDs and FEC filings.

Research Methodology / 5 min read

Darryl Block Source-Readiness Audit: Public Records Behind the 2026 Florida State Representative Profile

A research-methodology audit of Darryl Block's public-record profile for the 2026 Florida House District 036 race. 76 verified claims place him in the top quartile of a crowded Democratic primary field, though key gaps remain.

Research Methodology / 8 min read

Cindy Stuart Source-Readiness Audit: Public Records Behind the 2026 Florida County Commissioner Profile

OppIntell's source-readiness audit of Cindy Stuart, Democrat running for Florida County Commission in 2026. One public record claim, thin research depth, and state-SOS-only status place her in a crowded field. Race context and competitive research framing incl

Research Methodology / 8 min read

Cynthia L. Butler public records 2026: source-readiness audit for Florida House District 75

OppIntell's source-readiness audit for Cynthia L. Butler, Democratic candidate for Florida House District 75 in 2026. Only 3 source-backed claims identified; research depth tier: developing. A snapshot of what public records currently show and what researchers

Research Methodology / 6 min read

Civil Miller-Watkins public records 2026: source-readiness audit for the Tennessee U.S. Senate race

OppIntell's source-readiness audit of Civil Miller-Watkins for the 2026 Tennessee U.S. Senate race. 4 public-source claims, developing research tier, and no cross-platform IDs.

Research Methodology / 6 min read

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

Carla Spalding public records 2026: a source-readiness audit of the Florida Republican U.S. House candidate. Only 1 source-backed claim found; research gaps identified.

Research Methodology / 11 min read

David "Dj" Dejesus Public Records 2026: Source-Readiness Audit for the Florida Governor Race

A source-readiness audit of David Dj Dejesus, a Write-In candidate for Florida Governor in 2026. With only 1 source-backed claim and no cross-platform IDs, the profile is thinly sourced. This analysis examines the public-record gap and what researchers would a

Research Methodology / 7 min read

Dan Bilzerian Source-Readiness Audit: Public Records Behind the 2026 Florida House Profile

A source-readiness audit of Dan Bilzerian's 2026 Florida House candidacy: 1 source-backed claim, no FEC committee, no cross-platform IDs. Competitive research context for a crowded Republican primary.

Research Methodology / 8 min read

Clay Faircloth Public Records 2026: Source-Readiness Audit for Tennessee's 4th District

Clay Faircloth, an Independent candidate for Tennessee's 4th Congressional District, has 2 source-backed claims in OppIntell's candidate intelligence database. This audit examines the public-record context and research gaps.

Research Methodology / 7 min read

Dan Weldon source-readiness audit: public records behind the 2026 Florida State Representative profile

OppIntell audits Dan Weldon's public-record posture for Florida HD 064. With 37 source-backed claims and developing research depth, campaigns can assess competitive intelligence gaps.

Research Methodology / 5 min read

Christopher Dardzinski Source-Readiness Audit: Public Records Behind the 2026 Michigan U.S. House Profile

OppIntell audits Christopher Dardzinski's public records for Michigan's 13th District. With 2 source-backed claims and a developing research profile, this is a competitive research context for 2026.

Research Methodology / 10 min read

Cynthia A. Melton Source-Readiness Audit: Public Records Behind the 2026 Indiana Township Trustee Profile

Audit of Cynthia A. Melton's source-readiness for the 2026 Indiana Township Trustee race. 1 source-backed claim, state-SoS-only profile, developing research tier.

Research Methodology / 6 min read

Christopher David 'Van' Cima Public Records 2026: Source-Readiness Audit for Florida House District 15

OppIntell's source-readiness audit of Christopher David 'Van' Cima reveals a developing research profile with only 2 source-backed claims. Campaigns and journalists can assess the competitive research context for Florida House District 15.

Research Methodology / 6 min read

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

A source-readiness audit of David Fabrikant's 2026 Florida U.S. House profile reveals only 1 source-backed claim. Research gaps include no FEC committee, no cross-platform ID, and a developing research depth tier.

Research Methodology / 7 min read

Christopher Finley Public Records 2026: Source-Readiness Audit for Tennessee's 6th District

OppIntell's source-readiness audit of Christopher Finley (D-TN-06) finds 2 source-backed claims in a developing research profile. Compared with Tennessee's average of 195 claims per candidate, Finley's public-record posture signals a gap that opponents could e

Research Methodology / 10 min read

Christopher Dennison Source-Readiness Audit: Public Records Behind the 2026 Florida US House Profile

A source-readiness audit of Christopher Dennison, Libertarian candidate for US House in Florida's 7th district. With only one source-backed claim and no FEC committee, the public record is thin—but that itself is a research signal.