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 / 6 min read

Minnesota 2026 Research Gaps: Which Candidates Have the Smallest Public Footprint?

OppIntell's Minnesota 2026 research reveals that only 14 of 70 tracked candidates are cross-platform-verified, with an average of 2.13 source claims per candidate. Which contenders have the smallest public footprint?

Research Methodology / 10 min read

West Virginia 2026 Research Gaps: Candidates with the Smallest Public Footprint

OppIntell tracks 288 West Virginia 2026 candidates. Average source claims per candidate is 1.13. This article surfaces the thinnest public footprints and what researchers would examine next.

Research Methodology / 10 min read

The New Mexico 2026 Candidates the Public Record Barely Covers

OppIntell's analysis of New Mexico's 2026 candidate field reveals significant research gaps. With 140 candidates tracked across five race categories, the average source-backed claim per candidate stands at just 1.59, leaving many profiles thin.

Research Methodology / 8 min read

National's 2026 Research Gaps: Where the Public Corpus Falls Short

OppIntell's analysis of 11,268 candidates reveals where the public corpus is thinnest for National's 2026 field. With only 25 well-sourced candidates and 259 with zero claims, campaigns face significant research gaps.

Research Methodology / 7 min read

Montana 2026 Research Gaps: Where the Public-Records Corpus Lacks Depth

OppIntell's analysis of Montana's 2026 candidate field reveals significant research gaps. With only 27 candidates tracked and an average of 2.48 source claims per candidate, many profiles lack depth. This article identifies which candidates and races are most

Research Methodology / 7 min read

Kentucky 2026 Research Gaps: Which Candidates Have the Smallest Public Footprint?

OppIntell's analysis of 344 Kentucky 2026 candidates reveals a field with an average of only 1.29 source-backed claims per candidate. Which contenders have the smallest public footprint?

Research Methodology / 8 min read

Coverage Gaps in Texas's 2026 Field: Who the Corpus Is Missing

Texas's 2026 candidate field has 582 tracked candidates, but average source claims per candidate is only 1.96. OppIntell's analysis reveals which party and race categories have the thinnest public-record coverage.

Research Methodology / 6 min read

Nevada 2026 Research Blind Spots: Candidates with the Fewest Verified Claims

Nevada 2026 research gaps reveal candidates with the fewest verified claims. OppIntell's analysis of 63 tracked candidates shows where public records are thinnest, offering a competitive edge for campaigns.

Research Methodology / 8 min read

Illinois 2026: Which Candidates Have the Smallest Public Footprint? A Research-Gap Analysis

OppIntell's analysis of Illinois 2026 candidates reveals significant public-record gaps. With 192 tracked candidates and an average of 2.53 source claims each, many remain thinly documented, creating research challenges for campaigns and journalists.

Research Methodology / 12 min read

Mississippi 2026 Research Gaps: Where the Public Corpus Falls Short

Mississippi's 2026 field has 28 tracked candidates, but only 12 are cross-platform-verified. Average source claims per candidate is 4.82. OppIntell identifies where public records are thinnest.

Research Methodology / 9 min read

Utah 2026: Which Candidates Have the Smallest Public Footprint?

Utah's 2026 election field includes 223 candidates, but many have minimal public records. OppIntell's analysis reveals research gaps across party lines, with FEC registration and cross-platform verification unevenly distributed.

Research Methodology / 14 min read

North Carolina 2026 Research Blind Spots: Candidates with the Fewest Verified Claims

North Carolina's 2026 candidate field has 498 tracked candidates but only 1.37 source claims per candidate on average. This article identifies research gaps and thinly-sourced profiles.

Research Methodology / 11 min read

Colorado 2026 Research Gaps: The Candidates the Public Record Barely Covers

OppIntell's analysis of Colorado's 2026 candidate field reveals where public records are thinnest. Learn which races have candidates with fewer than 2 source-backed claims and how that shapes competitive intelligence.

Research Methodology / 8 min read

Iowa 2026 Research Gaps: Which Candidates Have the Smallest Public Footprint?

OppIntell identifies Iowa 2026 candidates with the smallest public footprint. With 297 tracked candidates and an average of 1.26 source claims each, many races lack deep public records.

Research Methodology / 7 min read

Kansas 2026 Research Gaps: Which Candidates Have the Smallest Public Footprint?

OppIntell's Kansas 2026 candidate audit reveals wide variation in public-record depth. Some candidates have zero source-backed claims beyond FEC filings, creating research gaps that campaigns and journalists should note.

Research Methodology / 7 min read

Maine 2026 Research Gaps: Candidates the Public Record Barely Covers

OppIntell maps Maine's 2026 candidate field, surfacing where public records are thinnest. With 318 candidates tracked and only 1.55 average source claims per candidate, many profiles remain under-researched.

Research Methodology / 7 min read

Missouri 2026 Research Gaps: The Candidates the Public Record Barely Covers

OppIntell's analysis of Missouri's 2026 candidate field reveals where public records are thinnest. With 310 candidates tracked and an average of 1.28 source claims per candidate, many profiles remain underdeveloped.

Research Methodology / 7 min read

The Pennsylvania 2026 Candidates the Public Record Barely Covers

Pennsylvania's 2026 field has 250 candidates, but only 169 have source-backed claims. This article identifies the research gaps and what campaigns should examine.

Research Methodology / 7 min read

Indiana 2026 Research Gaps: Which Candidates Have the Smallest Public Footprint?

OppIntell's analysis of Indiana's 2026 candidate field reveals significant research gaps. With 224 candidates tracked, many have minimal public records, creating opportunities for opposition researchers.

Research Methodology / 6 min read

Hawaii 2026 Research Gaps: Where the Public Record Falls Short for Candidates

OppIntell's analysis of Hawaii's 2026 candidate field reveals significant research gaps. With an average of just 1.65 source-backed claims per candidate, many candidates remain thinly documented. This article identifies the candidates the public record barely

Research Methodology / 5 min read

New York 2026 Research Blind Spots: Where the Public Record Has the Fewest Verified Claims

New York's 2026 candidate field has 250 tracked contenders averaging only 2.4 source-backed claims each. This article maps the research blind spots and what they mean for campaigns and journalists.

Research Methodology / 9 min read

Tennessee 2026: Which Candidates Have the Smallest Public Footprint?

OppIntell's analysis of Tennessee's 2026 candidate field reveals significant research gaps, with many candidates having fewer than two source-backed claims. This article highlights the thinnest public profiles.

Research Methodology / 8 min read

Georgia 2026 Research Blind Spots: Candidates with the Fewest Verified Claims

OppIntell surfaces Georgia 2026 research blind spots: 92 candidates lack any source-backed claims. With 263 tracked candidates across all parties, the average is just 1.78 verified claims per candidate.

Research Methodology / 7 min read

Mapping Coverage Gaps in Connecticut's 2026 Field: Where the Public-Records Corpus Falls Short

OppIntell's analysis of Connecticut's 2026 candidate field reveals significant disparities in public-record coverage. While 34 candidates are tracked, only 12 are cross-platform-verified, and average source claims per candidate sit at 2.53.