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.
Blog Category
Research methodology
How OppIntell sources public records, validates citations, and applies source-readiness to 2026 candidate research.
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
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
Billy Ray Wilson Public Records 2026: Source-Readiness Audit for Kentucky's 5th District
Billy Ray Wilson, Independent candidate for Kentucky's 5th U.S. House district, has 2 source-backed claims in OppIntell's 2026 research universe. His profile ranks 49th of 97 in the race and 72nd of 528 statewide, with no cross-platform IDs yet. This audit exa
Research Methodology / 7 min read
Bill Thomas Mr Compton Public Records 2026: Source-Readiness Audit for the National U.S. President Race
OppIntell's source-readiness audit of Bill Thomas Mr Compton for the 2026 National U.S. President race reveals a developing profile with 2 source-backed claims, ranked 1228 of 1575 in research depth. Key gaps: no Wikidata or Ballotpedia entries.
Research Methodology / 6 min read
Ashley Emerick Source-Readiness Audit: Public Records Behind the 2026 Maryland State Senator Profile
OppIntell's source-readiness audit of Ashley Emerick, Democrat for Maryland State Senate District 1 in 2026. With one source-backed claim and no cross-platform IDs, her profile sits in the developing tier—a gap comparative to better-resourced candidates.
Research Methodology / 9 min read
Bernard Sanders Source-Readiness Audit: Public Records Behind the 2026 National U.S. President Profile
OppIntell audits Bernard Sanders' public-record profile for the 2026 U.S. President race. 114 source-backed claims, top-3 research depth among 1575 candidates. Research gaps: no Wikidata or Ballotpedia entries.
Research Methodology / 7 min read
Andrew Kyle Trakas Source-Readiness Audit: Public Records Behind the 2026 Texas U.S. Senate Profile
OppIntell's source-readiness audit of Andrew Kyle Trakas (R-TX) for the 2026 U.S. Senate race. 21 public records, research gaps, and what campaigns would examine.
Research Methodology / 8 min read
Anthony James Tristan Public Records 2026: Source-Readiness Audit for Texas 20th District Race
An investigative audit of Anthony James Tristan's public records for the 2026 Texas U.S. House race. With only 2 source-backed claims, Tristan's profile is thinly sourced compared to the state average of 257.
Research Methodology / 13 min read
Angela Dawn Craig Source-Readiness Audit: Public Records Behind the 2026 Minnesota U.S. House Profile
Angela Dawn Craig's 2026 U.S. House profile rests on 848 validated public records. See how her research depth ranks within Minnesota and the race, and what gaps campaigns should watch.
Research Methodology / 10 min read
Andres Adan Barraza Public Records 2026: Source-Readiness Audit for Arizona's 1st District
OppIntell's source-readiness audit of Andres Adan Barraza for Arizona's 1st District. With 25 public records and a developing research tier, we examine what the candidate's profile signals and where gaps remain.
Research Methodology / 8 min read
Andrew Fitzgerald Source-Readiness Audit: Public Records Behind the 2026 Iowa State Representative Profile
OppIntell's source-readiness audit of Andrew Fitzgerald, Democratic candidate for Iowa House District 98. With only 1 source-backed claim, Fitzgerald's public profile is thinly-sourced, ranking 164th of 297 Iowa candidates. This analysis examines research gaps
Research Methodology / 11 min read
Ashley Ann Mrs. Powell Public Records 2026: Source-Readiness Audit for the National U.S. President Race
OppIntell's source-readiness audit of Ashley Ann Mrs. Powell's 2026 U.S. President profile reveals 2 source-backed claims, FEC and OpenSecrets cross-platform IDs, but notable gaps in Wikidata and Ballotpedia entries.
Research Methodology / 12 min read
Ashley Moody Source-Readiness Audit: Public Records Behind the 2026 Florida U.S. Senate Profile
Ashley Moody public records 2026: 1124 source-backed claims, #1 research depth among 50 Senate candidates. OppIntell audit of Florida AG's campaign finance, voting record, and opposition-research posture.
Research Methodology / 6 min read
Bill Hagerty Public Records 2026: Source-Readiness Audit for Tennessee Senate Race
Bill Hagerty's 2026 Senate campaign profile shows 3,461 source-backed claims, ranking 1st in the race for research depth. This audit examines public records, cross-platform verification, and competitive intelligence gaps.
Research Methodology / 5 min read
Andrew J. Dezelan Public Records 2026: Source-Readiness Audit for Indiana State Senate Race
OppIntell's source-readiness audit of Andrew J. Dezelan, Democratic candidate for Indiana State Senate District 31. One valid public record claim, developing research depth, and a roadmap for filling gaps.
Research Methodology / 10 min read
Benjamin Lee Ruvolo-Hurley Source-Readiness Audit: Public Records Behind the 2026 Kentucky U.S. House Profile
OppIntell's source-readiness audit of Benjamin Lee Ruvolo-Hurley, Republican candidate in Kentucky's 5th District. Two validated public records anchor a developing research profile in a crowded field.
Research Methodology / 5 min read
Anthony Thomas Constantino Public Records Audit: Source Readiness for New York's 21st District in 2026
OppIntell's source-readiness audit of Anthony Thomas Constantino, Republican candidate for NY-21 in 2026. With 2 public source claims and cross-platform verification, his profile remains early-stage in a crowded field.
Research Methodology / 6 min read
Austin Oneal Jones Source-Readiness Audit: Public Records Behind the 2026 National U.S. President Profile
OppIntell audits Austin Oneal Jones public records for the 2026 U.S. President race. With 2 source-backed claims and no Wikidata or Ballotpedia entries, this developing-source profile signals a significant research gap for campaigns and journalists.
Research Methodology / 8 min read
Brad Knott Public Records 2026: Source-Readiness Audit for North Carolina's 13th District
OppIntell audits Brad Knott's 634 source-backed public records for the 2026 NC-13 race. Research-depth rank: 16th in state. Cross-platform verified. Full analysis.
Research Methodology / 9 min read
Andrew Woodruff Mr Mixon Source-Readiness Audit: Public Records Behind the 2026 Tennessee U.S. Senate Profile
OppIntell audits 14 source-backed public records for Andrew Woodruff Mr Mixon, a Federalist U.S. Senate candidate in Tennessee. Research depth ranks 39th among 255 tracked candidates statewide.
Research Methodology / 8 min read
Ata-Ul-Salaam Bhatti Source-Readiness Audit: Public Records Behind the 2026 Virginia U.S. House Profile
A source-readiness audit of Ata-Ul-Salaam Bhatti, Democrat in VA-01. 12 public claims, developing research depth, and gaps including no Wikidata or Ballotpedia entry.
Research Methodology / 8 min read
Angela D Ms. Redovian Public Records 2026: Source-Readiness Audit for the National Presidential Race
Angela D Ms. Redovian, a Republican presidential candidate, has 2 source-backed public claims. OppIntell's audit reveals a developing research profile with gaps in Wikidata and Ballotpedia.
Research Methodology / 5 min read
Austin Lawson Source-Readiness Audit: Public Records Behind the 2026 Louisiana PSC Profile
Austin Lawson, Democrat for Louisiana PSC in 2026, has 1 source-backed claim and ranks 135 of 142 in state research depth. Gaps include no FEC committee, no Ballotpedia page.
Research Methodology / 6 min read
Betty Capote-Erben Source-Readiness Audit: Public Records Behind the 2026 Florida County Court Judge Group 30 Profile
Betty Capote-Erben's public profile remains thin with only 1 source-backed claim. OppIntell's audit reveals research gaps and competitive context for the 2026 Florida County Court Judge Group 30 race.
Research Methodology / 5 min read
Arse Vincent Cysewski Public Records 2026: Source-Readiness Audit for the National Presidential Race
A source-readiness audit of Arse Vincent Cysewski, a Democratic presidential candidate in the 2026 National race, examining public records, research depth, and competitive positioning.
Research Methodology / 7 min read
Benjamin David Fatula Public Records 2026: Source-Readiness Audit for Hawaii's 1st District
Benjamin David Fatula, a Democrat running in Hawaii's 1st District, has 25 source-backed public records. OppIntell's audit reveals comprehensive research depth but notes missing Wikidata and Ballotpedia entries—a gap researchers would examine.