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 / 7 min read

Byron Tucker Jr Source-Readiness Audit: Public Records Behind the 2026 West Virginia House of Delegates District 49 Profile

Byron Tucker Jr public records 2026: OppIntell audits source-readiness for the West Virginia House District 49 Democrat. 2 source-backed claims, top-quartile depth within race. Research gaps include no FEC committee, no cross-platform IDs.

Research Methodology / 4 min read

Angelica Carson Source-Readiness Audit: Public Records Behind the 2026 Indiana Township Trustee Profile

Angelica Carson, Democratic candidate for Sugar Creek Township Trustee in Shelby County, Indiana, enters the 2026 race with a thin public-record profile. OppIntell's audit finds just 1 source-backed claim, placing her in the thinly-sourced cohort among 1,092 I

Research Methodology / 10 min read

Angela Nicole Forystek Angie Public Records 2026: Source-Readiness Audit for Indiana Township Trustee Race

OppIntell examines the public-record posture of Angela Nicole Forystek Angie, a Democrat candidate for Union Township Trustee in Porter County, Indiana. With only one source-backed claim and a developing research tier, her profile signals a thin public-record

Research Methodology / 6 min read

Antonio Mr Futch Public Records 2026: Source-Readiness Audit for Tennessee's 8th District

A source-readiness audit of Antonio Mr Futch, Independent candidate for Tennessee's 8th District. With 2 source-backed claims and developing research depth, this profile highlights what researchers would examine next.

Research Methodology / 6 min read

Anita Sanborn source-readiness audit: public records behind the 2026 Indiana TOWNSHIP TRUSTEE profile

Anita Sanborn's 2026 Indiana Township Trustee profile shows 1 source-backed claim and developing research depth. OppIntell's audit examines public-record posture and competitive context.

Research Methodology / 7 min read

Chad Young Source-Readiness Audit: Public Records Behind the 2026 Kansas U.S. House Profile

A source-readiness audit of Chad Young's public records for the 2026 Kansas U.S. House race. With only 2 source-backed claims and a research-depth rank of 37th in state, the profile is still developing. This analysis examines the competitive context for KS-02.

Research Methodology / 7 min read

Carl E. Harris source-readiness audit: public records behind the 2026 Missouri U.S. House profile

Carl E. Harris, Democrat in MO-01, has 2 source-backed claims. Research depth tier: developing. No cross-platform IDs yet. Compare with 842 tracked Missouri candidates.

Research Methodology / 8 min read

Casey Hoffman Source-Readiness Audit: Public Records Behind the 2026 Michigan Representative Profile

OppIntell's source-readiness audit of Casey Hoffman, Republican candidate for Michigan's 108th House district. With only 1 source-backed claim, Hoffman's profile sits in the developing tier, ranking 321 of 719 Michigan candidates. This article examines the pub

Research Methodology / 6 min read

Carolyn Orr Public Records 2026: Source-Readiness Audit for the Indiana Township Trustee Race

A source-readiness audit of Carolyn Orr, Democratic candidate for Steuben Township Trustee in Warren County, Indiana. With one valid citation and a developing research profile, the public-record context for 2026 remains thin but trackable.

Research Methodology / 6 min read

Christian Horn Public Records 2026: Source-Readiness Audit for Alabama's 2nd District

Christian Horn's public-record profile shows just 2 source-backed claims, ranking 38th of 39 in AL-02. This audit examines the research gaps and competitive context for 2026.

Research Methodology / 6 min read

Brandon Daughtery Public Records 2026: Source-Readiness Audit for Missouri's 2nd District

OppIntell's source-readiness audit of Brandon Daughtery (Libertarian, MO-02) finds only 2 source-backed claims. His profile ranks 127 of 221 in a crowded field. Research gaps include no cross-platform IDs or Ballotpedia page.

Research Methodology / 9 min read

Bryan Hambley Public Records 2026: Source-Readiness Audit for Ohio Secretary of State

OppIntell's source-readiness audit of Bryan Hambley's public records for the 2026 Ohio Secretary of State race. With only 2 source-backed claims, Hambley's profile is thinly sourced. Campaigns can assess what researchers would examine next.

Research Methodology / 6 min read

Brit Robinson Public Records 2026: Source-Readiness Audit for the Florida U.S. House Race

OppIntell's source-readiness audit of Brit Robinson's 2026 Florida U.S. House campaign finds just 3 public-record claims and multiple research gaps, including no FEC committee or Ballotpedia page.

Research Methodology / 6 min read

Brandt Robinson Public Records 2026: Source-Readiness Audit for Florida's 13th District

OppIntell's source-readiness audit of Brandt Robinson for Florida's 13th US House district. With 3 public claims and developing research depth, the profile reveals gaps opponents may exploit.

Research Methodology / 9 min read

Bernadette (Bern) Rose Public Records 2026: Source-Readiness Audit for the Vermont Mayor Race

Bernadette (Bern) Rose, a non-partisan Vermont mayoral candidate, has only 2 source-backed claims. This audit examines the public-record posture and competitive research context for 2026.

Research Methodology / 5 min read

Brandon Boots Public Records 2026: Source-Readiness Audit for Gibbsboro Borough Municipal Office

Brandon Boots public records 2026 audit reveals 1 source-backed claim and developing research depth. Analysis of Gibbsboro Borough municipal office race context and competitive research posture.

Research Methodology / 9 min read

Audrey Grant Source-Readiness Audit: Public Records Behind the 2026 Vermont State Representative Profile

OppIntell's source-readiness audit of Audrey Grant's 2026 Vermont State Representative profile reveals 2 source-backed claims, a developing research depth tier, and a crowded field of 211 candidates. This analysis provides campaigns with competitive context on

Research Methodology / 8 min read

Bryan Martin Public Records 2026: What the Source-Backed Profile Shows So Far

An OppIntell source-readiness audit of Bryan Martin, Democrat in TN-03. With only 2 validated public records, the profile is developing. Compare within a crowded field of 189 candidates.

Research Methodology / 4 min read

Brian McGinnis Source-Readiness Audit: Public Records Behind the 2026 North Carolina U.S. House Profile

OppIntell audits the public-record profile of Brian McGinnis, Independent candidate for North Carolina's 2nd Congressional District. With only 3 source-backed claims and no cross-platform IDs, the research posture is developing—key context for campaigns and jo

Research Methodology / 6 min read

Austin Joseph Harvey Smith Public Records 2026: Source-Readiness Audit for Colorado's 1st District

Source-readiness audit of Austin Joseph Harvey Smith for Colorado's 1st District. With 2 source-backed claims and a developing research tier, his public profile offers limited material for competitive research.

Research Methodology / 8 min read

Bob Merski Source-Readiness Audit: Public Records Behind the 2026 Pennsylvania STH Profile

OppIntell's source-readiness audit of Bob Merski for the 2026 Pennsylvania STH race finds 2 source-backed claims, a developing research depth tier, and gaps including no FEC committee, no cross-platform IDs, and no Ballotpedia page.

Research Methodology / 7 min read

Bob Curtis Source-Readiness Audit: Public Records Behind the 2026 Washington State Representative Pos. 2 Profile

OppIntell source-readiness audit for Bob Curtis (R, WA LD4). Research depth tier: developing. Only 2 source-backed claims. No cross-platform IDs. Competitive context for the 2026 race.

Research Methodology / 8 min read

Bruno A. Barreiro Public Records 2026: Source-Readiness Audit for Florida House District 113

OppIntell's source-readiness audit of Bruno A. Barreiro, Republican candidate for Florida House District 113 in 2026. With 10 source-backed claims and a developing research profile, Barreiro's public-record posture offers limited but growing material for compe

Research Methodology / 7 min read

Brendan Corbett public records 2026: source-readiness audit for California sheriff race

OppIntell's source-readiness audit of Brendan Corbett for California sheriff in 2026. With only 1 public-record claim and a thin research profile, candidates and researchers can assess competitive risks.