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 / 9 min read

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

OppIntell's source-readiness audit of Rep. Andy Ogles (TN-05) examines 38 public-record claims, research-depth rankings, and gaps that campaigns and journalists would probe in 2026.

Research Methodology / 10 min read

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

OppIntell's source-readiness audit of Andrew L Mr Everett's 2026 U.S. President profile reveals a developing research tier with only 2 public-record claims. Key gaps: no Wikidata entry, no Ballotpedia page. Full analysis inside.

Research Methodology / 8 min read

Augustus Schoen-Rene Public Records 2026: Source-Readiness Audit for the National U.S. President Race

Augustus Schoen-Rene enters the 2026 U.S. President race with 2 source-backed claims. This audit examines public records, research gaps, and competitive context for campaigns and researchers.

Research Methodology / 7 min read

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

Audit of Beau Blair's source-backed profile for the 2026 NC-06 race. 32 verified claims place him in the top quartile of research depth, though gaps in Wikidata and Ballotpedia remain.

Research Methodology / 6 min read

Ariadne Taige Ms Moore Public Records 2026: Source-Readiness Audit for the National Presidential Race

OppIntell's source-readiness audit of Ariadne Taige Ms Moore's public records for the 2026 U.S. President race. With 2 source-backed claims and developing research depth, this profile offers early competitive intelligence for campaigns and journalists.

Research Methodology / 11 min read

Ashleigh Lottenville Source-Readiness Audit: Public Records Behind the 2026 National U.S. President Profile

OppIntell's source-readiness audit of Ashleigh Lottenville's 2026 U.S. President profile reveals a developing research tier with only 2 source-backed claims. In a crowded field of 1,575 candidates, the absence of cross-platform IDs and limited public records c

Research Methodology / 7 min read

Austin D. Meives Public Records 2026: A Source-Readiness Audit for Indiana House District 023

OppIntell's source-readiness audit of Austin D. Meives, Democrat for Indiana House District 023 in 2026. Public records show 1 source-backed claim, with research gaps including no FEC committee and no cross-platform IDs.

Research Methodology / 11 min read

Bemelekot W Tewahade Source-Readiness Audit: Public Records Behind the 2026 Colorado U.S. House Profile

OppIntell's source-readiness audit of Bemelekot W Tewahade's 2026 Colorado U.S. House profile. 10 source-backed claims, developing research depth, and what that means for campaign intelligence.

Research Methodology / 9 min read

Arrechea Carl Source-Readiness Audit: Public Records Behind the 2026 National U.S. President Profile

OppIntell's source-readiness audit of Arrechea Carl, an Independent 2026 presidential candidate, finds only 2 public-record claims. Researchers note missing Wikidata and Ballotpedia entries, limiting competitive intelligence.

Research Methodology / 7 min read

Amy McGrath Source-Readiness Audit: Public Records Behind the 2026 Kentucky US Senator Profile

OppIntell's source-readiness audit of Amy McGrath's 2026 Kentucky US Senate profile reveals a developing research posture with just 1 source-backed claim, no cross-platform IDs, and a within-race rank of 38 of 43. Benchmarking against Kentucky and 2026 cycle a

Research Methodology / 9 min read

Bob Brooks Source-Readiness Audit: Public Records Behind the 2026 Pennsylvania U.S. House Profile

OppIntell's source-readiness audit of Bob Brooks (D-PA-07) examines 69 public-record claims, research-depth rankings, and gaps that campaigns and journalists should know.

Research Methodology / 8 min read

Blaise Ingoglia Public Records 2026: Source-Readiness Audit for Florida CFO Race

OppIntell's source-readiness audit of Blaise Ingoglia reveals a developing public-record profile in the 2026 Florida CFO race. With 1 source-backed claim across a field of 18 candidates, researchers must build from state-SOS filings.

Research Methodology / 8 min read

Bill Bledsoe Public Records 2026: Source-Readiness Audit for South Carolina's 5th District

Bill Bledsoe's 2026 public records show 2 source-backed claims. This audit examines his source-readiness posture, research gaps, and what competitive researchers would investigate.

Research Methodology / 7 min read

Ben Steinhoff Source-Readiness Audit: Public Records Behind the 2026 Wisconsin U.S. House Profile

An OppIntell source-readiness audit of Ben Steinhoff's public records for the 2026 Wisconsin U.S. House race. With 66 source-backed claims and developing research depth, this profile reveals what campaigns and journalists can expect from the public record.

Research Methodology / 7 min read

Bernadette Smith Public Records 2026: Source-Readiness Audit for the Michigan U.S. Senate Race

OppIntell's source-readiness audit of Bernadette Smith for the 2026 Michigan U.S. Senate race. With 6 source-backed claims and a developing research tier, her profile signals gaps that campaigns and journalists should monitor.

Research Methodology / 11 min read

Benjamin Michael Hable Source-Readiness Audit: Public Records Behind the 2026 Wisconsin U.S. House Profile

An OppIntell source-readiness audit of Benjamin Michael Hable, Democrat for Wisconsin's 8th U.S. House district in 2026. With 17 public-record claims and a developing research depth tier, this profile reveals what campaigns and researchers would examine next.

Research Methodology / 7 min read

Benjamin R Mr. Biggs Public Records 2026: Source-Readiness Audit for the National U.S. President Race

OppIntell's source-readiness audit of Benjamin R Mr. Biggs public records for the 2026 U.S. President race reveals a developing profile with only 2 source-backed claims and notable gaps in Wikidata and Ballotpedia.

Research Methodology / 8 min read

Andre Odell Kersey Public Records 2026: Source-Readiness Audit for Virginia's 4th District

An OppIntell source-readiness audit of Andre Odell Kersey, Independent candidate for Virginia's 4th U.S. House district in 2026. With only 2 source-backed claims and a developing research profile, the candidate's public records posture is examined.

Research Methodology / 7 min read

Bill Slater Source-Readiness Audit: Public Records Behind the 2026 Florida Governor Profile

Bill Slater's 2026 Florida Governor profile shows just 1 source-backed claim, ranking 56th of 58 in the race. OppIntell's audit identifies what public records exist and what researchers would examine next.

Research Methodology / 8 min read

Aurora Stuski Public Records 2026: Source-Readiness Audit for Pennsylvania's 4th District

OppIntell's source-readiness audit of Aurora Stuski's public records for the 2026 Pennsylvania U.S. House race reveals a developing profile with 2 source-backed claims, ranking 85th among 191 candidates in the race.

Research Methodology / 7 min read

Austin Harris Source-Readiness Audit: Public Records Behind the 2026 Iowa State Representative Profile

Austin Harris public records 2026 audit: 1 source-backed claim, developing research tier, top-quartile within-state depth. What campaigns and journalists should know about the research gaps.

Research Methodology / 8 min read

Amy Leshure Source-Readiness Audit: Public Records Behind the 2026 Maine County Commissioner Profile

OppIntell's source-readiness audit of Amy Leshure finds just 2 public-record claims, ranking her 24th of 79 in a crowded primary field. Research gaps include no FEC committee, no cross-platform IDs, and no Ballotpedia entry.

Research Methodology / 11 min read

Blake Moore Source-Readiness Audit: Public Records Behind the 2026 Utah U.S. House Profile

OppIntell's source-readiness audit of Blake Moore's public records for 2026: 3,488 validated claims, top-quartile research depth, and the one acknowledged gap—no Ballotpedia page. Utah race context included.

Research Methodology / 5 min read

Bajun Mavalwalla Public Records 2026: Source-Readiness Audit for Washington’s 5th District

Bajun Mavalwalla, a Democrat in Washington’s 5th District, enters the 2026 cycle with 23 source-backed claims and a comprehensive research-depth tier. OppIntell’s audit examines public-record readiness, competitive framing, and gaps that campaigns and journali