Blog Category

Research methodology

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

20K+ 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.

20K+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 / 5 min read

Andres Ruben Flammer Santiago public records 2026: source-readiness audit for the Pennsylvania STH race

A source-readiness audit of Andres Ruben Flammer Santiago for the 2026 Pennsylvania STH race reveals a developing profile with 1 source-backed claim. The candidate ranks 79th of 618 in race research depth, with no FEC committee or cross-platform IDs.

Research Methodology / 7 min read

Angela M Cadwallader Public Records 2026: Source-Readiness Audit for New Mexico School Board Race

OppIntell's source-readiness audit of Angela M Cadwallader for New Mexico School Board Position 2 reveals a thinly-sourced profile with 1 public claim, ranking 588th in state research depth.

Research Methodology / 6 min read

Alex R Thibault Public Records 2026: Source-Readiness Audit for Vermont State Representative

Alex R Thibault enters the 2026 Vermont State Representative race with a thin public-record footprint. This source-readiness audit examines the competitive research context, filing gaps, and what campaigns would investigate.

Research Methodology / 8 min read

Doug Burgum’s Public-Record Posture: What the 2026 Source Profile Actually Shows

Doug Burgum enters the 2026 presidential race with 67 source-backed claims and a research-depth rank of 18 among 1,575 tracked candidates. But two notable gaps—no Wikidata entry and no Ballotpedia page—create a distinctive source-readiness profile.

Research Methodology / 9 min read

CA Filer 1372978 Public Records 2026: Source-Readiness Audit for the California State Assembly Race

A source-readiness audit of CA Filer 1372978 for the 2026 California State Assembly race reveals a developing research profile with only 2 source-backed claims, no FEC committee, and no cross-platform IDs. The candidate ranks 525th in state research depth amon

Research Methodology / 9 min read

Douglas Crockett Source-Readiness Audit: Public Records Behind the 2026 Virginia U.S. House Profile

OppIntell audits Douglas Crockett's public-record profile for 2026. 18 source-backed claims, no Wikidata or Ballotpedia entries. What researchers would examine next in VA-09.

Research Methodology / 7 min read

Douglas Connor Chico Source-Readiness Audit: Public Records Behind the 2026 Florida United States Representative Profile

OppIntell's source-readiness audit of Douglas Connor Chico (R-FL-01) finds 3 public records, no FEC committee, and a developing research profile in a crowded primary field.

Research Methodology / 6 min read

Douglas Ryan McGuire Source-Readiness Audit: Public Records Behind the 2026 Indiana U.S. Senate Profile

A source-readiness audit of Republican U.S. Senate candidate Douglas Ryan McGuire in Indiana. With 2 validated citations and a developing research depth, this profile highlights what public records exist and what gaps remain for 2026 opponents.

Research Methodology / 6 min read

Dory Benami Public Records 2026: Source-Readiness Audit for CA-32

OppIntell audits Dory Benami's public records for 2026. 16 source-backed claims, comprehensive research tier, but missing Wikidata and Ballotpedia entries. Competitive field context for California's 32nd district.

Research Methodology / 5 min read

Chip Hughes Public Records 2026: Source-Readiness Audit for Craven County Sheriff Race

OppIntell audits Chip Hughes's public record readiness for the 2026 Craven County Sheriff race. With only 2 source-backed claims and a developing research depth, Hughes's profile signals gaps opponents may exploit.

Research Methodology / 5 min read

Frank William Collige public records 2026: source-readiness audit for the Florida CFO race

OppIntell's source-readiness audit of Frank William Collige, Republican candidate for Florida Chief Financial Officer. 2 source-backed claims, developing research tier, crowded field of 39 candidates.

Research Methodology / 6 min read

Ben Ruiz Public Records 2026: Source-Readiness Audit for Indiana's 1st District

OppIntell's source-readiness audit of Ben Ruiz, Republican candidate for Indiana's 1st District, finds a developing profile with 1 source-backed claim in a crowded field of 117 candidates.

Research Methodology / 9 min read

Damien Mockus Source-Readiness Audit: Public Records Behind the 2026 Texas U.S. House Profile

A source-readiness audit of Damien Mockus, Republican candidate in Texas's 38th Congressional District. With only 2 source-backed claims, the public record profile is developing, presenting both opportunities and risks for opposition researchers.

Research Methodology / 9 min read

CA Filer 1377791 Public Records 2026: Source-Readiness Audit for California State Senate

A source-readiness audit of CA Filer 1377791, a Democrat in the 2026 California State Senate race. With only 2 source-backed claims and no cross-platform IDs, this profile remains thinly sourced. OppIntell identifies what researchers would examine next.

Research Methodology / 7 min read

CA Filer 1418918 Public Records 2026: Source-Readiness Audit for California State Assembly Candidate

A source-readiness audit of CA Filer 1418918, a Democrat in California's State Assembly race (district 17003). With only 2 source-backed claims and a developing research profile, the public-record context is thin. Researchers would examine SOS filings, party r

Research Methodology / 6 min read

Dan Schwartz Public Records 2026: Source-Readiness Audit for Maryland's 1st District

Dan Schwartz, a Democrat in Maryland's 1st Congressional District, has only 2 source-backed claims in OppIntell's database. This source-readiness audit examines what public records exist, what gaps remain, and how researchers would approach a thinly-sourced ca

Research Methodology / 8 min read

CA Filer 1460239 Public Records 2026: Source-Readiness Audit for California State Assembly

OppIntell audits the public-record posture of CA Filer 1460239, a Republican candidate for California State Assembly in 2026. With only 2 source-backed claims and a developing research tier, this profile illustrates gaps that campaigns and researchers would ex

Research Methodology / 7 min read

CA Filer 1461502 Public Records 2026: Source-Readiness Audit for California State Assembly Race

OppIntell's source-readiness audit of CA Filer 1461502 for the 2026 California State Assembly race reveals a developing profile with 2 source-backed claims in a field of 205 candidates.

Research Methodology / 6 min read

Anna Kramer Public Records 2026: Source-Readiness Audit for California's 15th District

OppIntell audits Anna Kramer's source-backed claims for California's 15th U.S. House district. With 27 public records and a comprehensive research tier, her profile offers a clear foundation for competitive research.

Research Methodology / 5 min read

CA Filer 1005698 Source-Readiness Audit: Public Records Behind the 2026 California State Senate Profile

CA Filer 1005698 enters the 2026 California State Senate race with a developing public-record profile. OppIntell's audit shows 2 source-backed claims and a research-depth rank of 662 of 1,052 within the state.

Research Methodology / 9 min read

Austin Nieves Source-Readiness Audit: Public Records Behind the 2026 Oklahoma U.S. House Profile

OppIntell's source-readiness audit of Austin Nieves, an Independent candidate for Oklahoma's 5th U.S. House District in 2026. With 3 source-backed claims, a crowded field, and missing Wikidata and Ballotpedia entries, the profile remains developing. This analy

Research Methodology / 8 min read

Blake Miguez public records 2026: source-readiness audit for Louisiana's U.S. Senate race

OppIntell audits Blake Miguez's public-record profile for 2026 Louisiana U.S. Senate race. With 4 source-backed claims, a developing research tier, and missing Wikidata/Ballotpedia entries, Miguez's public footprint is thin compared to top-researched candidate

Research Methodology / 7 min read

Andre Jahmere Mr Mckoy Public Records 2026: Source-Readiness Audit for the Libertarian Presidential Candidate

Andre Jahmere Mr Mckoy public records 2026: source-backed claims, FEC and OpenSecrets IDs, research gaps. A competitive-research context for the Libertarian presidential candidate.

Research Methodology / 8 min read

Anthony Llanes Public Records 2026: A Source-Readiness Audit for the National U.S. President Race

OppIntell's source-readiness audit of Anthony Llanes for the 2026 National U.S. President race: 10 source-backed claims, cross-platform verification, and key research gaps like no Wikidata or Ballotpedia entry.