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 / 7 min read

Andrew Michael Ault Public Records 2026: Source-Posture Audit for Michigan's 2nd District

Andrew Michael Ault, a Democrat in Michigan's 2nd District, has 19 source-backed claims in OppIntell's 2026 cycle. His research-depth rank is 61 of 177 in the race. Gaps: no Wikidata or Ballotpedia entry.

Research Methodology / 7 min read

Antonio Gagnon Public Records 2026: Source-Readiness Audit for the Libertarian Presidential Campaign

OppIntell's source-readiness audit of Antonio Gagnon's 2026 presidential campaign: 9 verified public records, cross-platform IDs, but notable gaps in Wikidata and Ballotpedia.

Research Methodology / 5 min read

Ann Parkinson Public Records 2026: Source-Backed Profile for the National Presidential Race

Ann Parkinson public records 2026: OppIntell's source-readiness audit finds 16 verified claims, FEC registration, and cross-platform IDs. A comprehensive profile in a crowded Democratic field.

Research Methodology / 11 min read

Billy Bob Faulkingham Source-Readiness Audit: Public Records Behind the 2026 Maine State Senator Profile

With only 1 source-backed claim and no cross-platform IDs, Billy Bob Faulkingham's public-record profile is among the thinnest in Maine's 2026 Senate race. Here's what researchers would examine.

Research Methodology / 9 min read

Anna Golladay Source-Readiness Audit: Public Records Behind the 2026 Tennessee US House Profile

OppIntell's source-readiness audit of Anna Golladay for Tennessee's 3rd District: 2 source-backed claims, developing research depth, and key gaps including no FEC committee or cross-platform IDs.

Research Methodology / 6 min read

Anna Munson Public Records 2026: Source Readiness Audit for Oregon House District 19

Anna Munson, Republican candidate for Oregon House District 19, has only 1 source-backed claim. OppIntell's audit examines her public records posture and competitive research context.

Research Methodology / 10 min read

CA Filer 1376113 Public Records 2026: Source-Readiness Audit for a Republican State Assembly Candidate

A source-readiness audit of CA Filer 1376113, a Republican candidate for California State Assembly in 2026. With only 2 source-backed claims and a developing research profile, this audit examines what public records exist and what researchers would check next.

Research Methodology / 7 min read

CA Filer 1004970 Public Records 2026: Source-Readiness Audit for California State Senate

OppIntell's source-readiness audit of CA Filer 1004970, a Democrat running for California State Senate in 2026. The candidate profile shows only 2 source-backed claims, placing it in the developing research depth tier.

Research Methodology / 5 min read

CA Filer 1420939 Public Records 2026: Source-Readiness Audit for California State Senate

OppIntell's source-readiness audit of CA Filer 1420939 (Republican, California State Senate, 2026). Only 2 source-backed claims identified; research gaps include no FEC committee, no cross-platform IDs.

Research Methodology / 4 min read

CA Filer 1402442 Public Records 2026: Source-Readiness Audit for California Board of Equalization Candidate

OppIntell's source-readiness audit of CA Filer 1402442, a Democrat running for California Board of Equalization in 2026. Only 2 public-source claims identified, ranking 775th among 1052 California candidates.

Research Methodology / 7 min read

CA Filer 1419120 Public Records 2026: Source-Readiness Audit for California State Senate Candidate

CA Filer 1419120, a Republican State Senate candidate in California, has only 2 source-backed public claims. This audit examines the thin public record and competitive research context.

Research Methodology / 9 min read

Anthony Tomkins Public Records 2026: Source Readiness Audit for Utah's 1st District

Anthony Tomkins, Democrat running for Utah's 1st Congressional District, has 16 source-backed claims in OppIntell's database. This audit examines his public-record posture for the 2026 cycle.

Research Methodology / 7 min read

Andrew Street Public Records 2026: Source-Readiness Audit for the National U.S. President Race

OppIntell audits Andrew Street's public-record posture for the 2026 U.S. President race. With 22 source-backed claims, comprehensive research depth, and gaps like no Wikidata entry, campaigns can gauge competitive research readiness.

Research Methodology / 7 min read

Angela Glass Public Records 2026: Source Readiness and Competitive Research Context for the Independent Presidential Campaign

With 32 verified public-record claims, Angela Glass's 2026 presidential profile ranks in the top quartile among 1,575 national candidates. This source-readiness audit examines what researchers would find.

Research Methodology / 6 min read

Bobby Dean Gibson Source-Readiness Audit: Public Records Behind the 2026 National U.S. President Profile

A source-readiness audit of Bobby Dean Gibson's public records for the 2026 U.S. President race. With 15 source-backed claims and a comprehensive research depth tier, Gibson stands out among 1,575 tracked candidates nationally, though gaps in Wikidata and Ball

Research Methodology / 6 min read

Andrews Giusto 2026 Vermont U.S. House Profile: Public Records and Source-Readiness Audit

Andrews Giusto, United Party candidate for Vermont's U.S. House, has 2 source-backed claims. Race depth rank 3 of 3. This audit examines public records and research gaps.

Research Methodology / 5 min read

Barbara J Dr Dvm Kahl: What Public Records Show About the 2026 Oregon House Candidate

OppIntell's source-readiness audit of Barbara J Dr Dvm Kahl for Oregon's 1st District. With 3 source-backed claims and a developing research profile, this Republican candidate faces a crowded primary field and significant gaps in public records.

Research Methodology / 10 min read

Armando Arce Sr Public Records 2026: Source-Readiness Audit for Florida House District 4

OppIntell audit of Armando Arce Sr public records for 2026 Florida State Representative race: 6 source-backed claims, developing research tier, no cross-platform IDs. District 4 context.

Research Methodology / 8 min read

Betty Dang Public Records 2026: Source-Readiness Audit for the National Presidential Race

A source-readiness audit of Betty Dang's public records for the 2026 presidential race. With 14 source-backed claims and cross-platform verification, Dang's profile sits in a crowded field of 1,575 tracked candidates.

Research Methodology / 7 min read

Angad Singh Chera Public Records 2026: Source-Readiness Audit for the National U.S. President Profile

Angad Singh Chera, a Democrat running for U.S. President in 2026, has 24 source-backed public records. This audit examines his research readiness, competitive context, and gaps.

Research Methodology / 6 min read

CA Filer 1417879: Analyzing Public Records for the 2026 California State Senate Race

Discover what public records reveal about CA Filer 1417879 for the 2026 California State Senate race. Analyze bio, district context, and source-readiness to understand potential campaign narratives.

Research Methodology / 7 min read

Destiny Alvarez Source-Readiness Audit: Public Records Behind the 2026 Florida Circuit Judge Profile

OppIntell's source-readiness audit of Destiny Alvarez, nonpartisan candidate for Florida Circuit Judge in 2026. Public records show 2 source-backed claims; research gaps persist.

Research Methodology / 7 min read

Dominick Dirocco Source-Readiness Audit: Public Records Behind the 2026 County Commissioner Profile

Dominick Dirocco, a Republican candidate for Monmouth County Commissioner in 2026, has 2 source-backed claims in OppIntell's database, placing him in the developing research tier. This audit examines what public records exist and what gaps remain.

Research Methodology / 6 min read

CA Filer 1483598 Public Records 2026: What the Source-Backed Profile Reveals About This Thinly-Sourced Candidate

CA Filer 1483598 enters 2026 with just 2 source-backed claims and no cross-platform identifiers. OppIntell's audit shows a thinly-sourced, developing profile that researchers would treat as a gap analysis priority.