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

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 / 7 min read

Dan Schaefer Public Records 2026: Source-Readiness Audit for Missouri House Race

Dan Schaefer public records 2026 audit reveals 1 source-backed claim, state-SoS-only filing, and developing research depth. Competitive context for Missouri HD-97.

Research Methodology / 6 min read

Corynne Courpas Source-Readiness Audit: Public Records Behind the 2026 Maryland House of Delegates Profile

OppIntell examines Corynne Courpas public records for 2026 Maryland House of Delegates. With only 1 source-backed claim, her profile is developing. Audit covers research gaps, district context, and what opponents may find.

Research Methodology / 8 min read

Carey Hamilton Source-Readiness Audit: Public Records Behind the 2026 Indiana State Representative Profile

Carey Hamilton's 2026 public-record profile for Indiana State Representative shows just 1 source-backed claim. OppIntell's audit reveals research gaps and competitive context.

Research Methodology / 8 min read

Carleen Leffler Source-Readiness Audit: public-record context for the 2026 Florida Circuit Judge Candidate

Carleen Leffler, a nonpartisan candidate for Florida Circuit Judge in 2026, has only 2 source-backed public records. This audit examines the research gaps and competitive context.

Research Methodology / 7 min read

David Richardson Source-Readiness Audit: Public Records Behind the 2026 Florida State Representative Profile

An audit of David Richardson's source-readiness for the 2026 Florida State Representative race. With 2 source-backed claims and a developing research tier, the profile is still being enriched.

Research Methodology / 6 min read

Blake Johnson Source-Readiness Audit: Public Records Behind the 2026 Indiana State Representative Profile

OppIntell examines Blake Johnson's public-record posture for the 2026 Indiana State Representative race. With 1 source-backed claim and developing research depth, the profile offers a baseline for competitive research.

Research Methodology / 7 min read

Dan H. Ortiz Public Records 2026: Source-Readiness Audit for Alaska House District 01

OppIntell's source-readiness audit of Dan H. Ortiz for Alaska House District 01. With just 2 validated public records and a developing research profile, the candidate's paper trail is thin—here's what opponents may probe.

Research Methodology / 11 min read

Christopher Tavarus Powell Source-Readiness Audit: Public Records Behind the 2026 Florida Governor Profile

OppIntell's source-readiness audit of Christopher Tavarus Powell, a Write-In candidate for Florida Governor in 2026. Public records, research gaps, and competitive context.

Research Methodology / 7 min read

Damjan Denoble Source-Readiness Audit: Public Records Behind the 2026 Connecticut U.S. House Profile

OppIntell's source-readiness audit of Damjan Denoble, Democrat for CT-03 in 2026. 27 public-record claims place him in a competitive research tier, but missing Wikidata and Ballotpedia entries create gaps opponents could exploit.

Research Methodology / 6 min read

Demarco Byrdsong Public Records 2026: Source-Readiness Audit for the Florida Governor Race

OppIntell audits Demarco Byrdsong's source-backed profile for the 2026 Florida Governor race. With 2 verified claims and a developing research tier, the Republican candidate's public-record posture is thinly sourced compared to the broader field.

Research Methodology / 4 min read

Chase "Andy" Anderson Romagnano Public Records 2026: Source-Readiness Audit for Florida Agriculture Commissioner

OppIntell's source-readiness audit finds Chase "Andy" Anderson Romagnano's public profile is thinly sourced with only 2 verified claims. Research gaps include no FEC committee, no cross-platform IDs, and no Ballotpedia page. Campaigns and journalists can use t

Research Methodology / 7 min read

Cedric Lorenzo Alexander Source-Readiness Audit: Public Records Behind the 2026 Florida U.S. House Profile

OppIntell's source-readiness audit of Cedric Lorenzo Alexander's 2026 Florida U.S. House campaign. With only 2 source-backed claims and no FEC committee, the candidate profile is developing. Competitive research context for Florida's 1st district.

Research Methodology / 9 min read

Benjamin Schauer Source Readiness Audit: Public Records Behind the 2026 Iowa State Representative Profile

Audit of Benjamin Schauer's public records for the 2026 Iowa State Representative race. With only 1 source-backed claim, the profile is developing. Explore the competitive research context.

Research Methodology / 9 min read

Angie Boone Public Records 2026: A Source-Readiness Audit for Florida's 15th District

Angie Boone enters Florida's 15th Congressional District race as a write-in candidate with a thin public-record profile. OppIntell's audit finds just 1 source-backed claim, placing her in the developing research tier with multiple gaps for opponents to exploit

Research Methodology / 9 min read

Alex Finney source-readiness audit: public records behind the 2026 Florida State Representative profile

OppIntell's source-readiness audit of Alex Finney, Democratic candidate for Florida House District 005. Public records, research depth, and competitive context for 2026.

Research Methodology / 11 min read

Alethea Pugh Public Records 2026: What the Source-Backed Profile Reveals About the Florida State Representative Candidate

Alethea Pugh's 2026 Florida State Representative campaign has 6 source-backed claims, placing her in a developing research tier. This audit examines the public-record context, competitive research questions, and what the gaps mean for the race.

Research Methodology / 15 min read

Amanda Baxley Source-Readiness Audit: Public Records Behind the 2026 Alabama Circuit Court Judge Profile

OppIntell's source-readiness audit of Amanda Baxley (R) for the 2026 Alabama Circuit Court Judge race. Only 1 source-backed claim identified; research gaps include no FEC committee, no cross-platform IDs, and no Ballotpedia page.

Research Methodology / 6 min read

Amy Trask Public Records 2026: What Researchers Would Examine for Florida House District 22

OppIntell's source-readiness audit of Amy Trask, Democratic candidate for Florida House District 22. 16 public-record claims, top-quartile research depth, but gaps in FEC registration and cross-platform identifiers.

Research Methodology / 8 min read

Andrew Koontz Source-Readiness Audit: Public Records Behind the 2026 Tennessee U.S. House Profile

Andrew Koontz enters the 2026 Tennessee U.S. House race with just 4 source-backed claims. OppIntell examines public-record context and what researchers would check next.

Research Methodology / 9 min read

Alison Rosiek-Ibarra Public Records 2026: Source-Readiness Audit for West Virginia County Commission Race

Alison Rosiek-Ibarra, a no-party candidate for West Virginia County Commission (unexpired term), has only 1 source-backed public record. This audit examines the thin public profile and what researchers would check next.

Research Methodology / 8 min read

Gig Cullifer Public Records 2026: Source-Readiness Audit for the West Virginia Council Member Race

OppIntell's source-readiness audit of Gig Cullifer, Republican council member candidate in West Virginia. One valid citation, developing research depth, and a crowded field of 543 candidates.

Research Methodology / 7 min read

Amr Metwally Public Records 2026: Source-Readiness Audit for the Florida State Representative Race

Amr Metwally's 2026 Florida State Representative profile shows a developing research tier with only 1 source-backed claim. This audit examines the public-record context, competitive field, and what researchers would examine next.

Research Methodology / 8 min read

Amy W. Jones Source-Readiness Audit: Public Records Behind the 2026 Alabama Circuit Clerk Profile

OppIntell audits Amy W. Jones public records 2026: one source-backed claim, developing research tier, and what it means for the Alabama Circuit Clerk race.