Blog Category

Research methodology

How OppIntell sources public records, validates citations, and applies source-readiness to 2026 candidate research.

11K+ 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.

11K+candidates tracked
50+states & territories
19K+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 / 8 min read

New Mexico 2026 Research Gaps: Where Public Records Are Thinnest

New Mexico's 2026 candidate field shows thin public records: 1.17 source-backed claims per candidate average, few FEC filers, and no cross-platform verification. A transparency report on research gaps.

Research Methodology / 11 min read

Montana 2026 research blind spots: candidates with the fewest verified claims

With 27 candidates tracked across Montana's 2026 races, the average candidate has just 2.48 source-backed claims. This transparency report surfaces where the public-records corpus is thinnest and what researchers would examine next.

Research Methodology / 8 min read

The Nebraska 2026 candidates the public record barely covers

OppIntell's transparency report on Nebraska 2026 candidate research gaps. With only 1.32 source-backed claims per candidate and 65 non-major-party candidates, the public-records corpus remains thin across all races.

Research Methodology / 5 min read

Where 2026 Nevada Candidate Research Is Thinnest: A Transparency Report

A transparency audit of 63 Nevada 2026 candidates shows uneven public-record depth. While 61 candidates have some source-backed claims, the average is just 2.19 per candidate, leaving significant research gaps for campaigns and journalists.

Research Methodology / 7 min read

Missouri 2026 Research Gaps: Where Public Records Are Thinnest

A transparency report on Missouri 2026 candidate research gaps: 310 candidates tracked, average 1.28 source claims per candidate, zero well-sourced profiles, and a public-records corpus that leaves campaigns with thin competitive intelligence.

Research Methodology / 10 min read

Kentucky 2026 Research Gaps: Where the Public-Records Corpus Falls Short

With 344 candidates across four race categories but only 1.29 source-backed claims per candidate, Kentucky's 2026 field presents significant research gaps compared to other states. This transparency report surfaces where the public-records corpus is thinnest.

Research Methodology / 10 min read

Maryland 2026: which candidates have the smallest public footprint?

Maryland's 2026 candidate corpus has 385 tracked candidates but averages only 1.3 source-backed claims each. FEC filings cover 67 candidates; zero are cross-platform verified. This report maps the thinnest research areas.

Research Methodology / 7 min read

Coverage gaps in Mississippi's 2026 field: who the corpus is missing

A transparency report on Mississippi’s 2026 candidate research universe: 28 candidates tracked, 2.43 average source claims per candidate, and zero candidates cross-platform-verified across FEC, Wikidata, and Ballotpedia.

Research Methodology / 5 min read

The Minnesota 2026 candidates the public record barely covers

A transparency report on the thinnest areas of Minnesota's 2026 candidate research corpus: only 2.13 source-backed claims per candidate on average, with zero cross-platform-verified profiles.

Research Methodology / 5 min read

Louisiana 2026 Research Gaps: Where Candidate Intelligence Is Thinnest

A transparency report on Louisiana 2026 candidate research gaps. With 113 candidates tracked, average source claims are just 1.72 per candidate. Learn where intelligence is thinnest.

Research Methodology / 4 min read

The Maine 2026 candidates the public record barely covers

Maine's 2026 candidate corpus shows significant research gaps: average 1.55 source claims per candidate, zero cross-platform-verified profiles, and 259 thinly-sourced candidates nationally. This report identifies where public records are thinnest.

Research Methodology / 7 min read

Kansas 2026 research blind spots: candidates with the fewest verified claims

Kansas tracks 34 candidates for 2026, but average source claims sit at just 2.62 per candidate. Here are the thinnest spots in the public record.

Research Methodology / 10 min read

Where 2026 Indiana candidate research is thinnest: a transparency report

OppIntell analyzes 224 Indiana candidates for 2026. Average source claims per candidate: 1.51. Zero cross-platform-verified profiles. The thinnest public-records coverage areas identified.

Research Methodology / 8 min read

The Georgia 2026 candidates the public record barely covers

Of 263 tracked Georgia 2026 candidates, just 171 have source-backed claims. Average claims per candidate: 1.59. This report identifies the thinnest areas in public-records coverage.

Research Methodology / 7 min read

Where 2026 Idaho candidate research is thinnest: a transparency report

OppIntell tracks 59 Idaho candidates for 2026. Average source-backed claims per candidate: 1.58. This report surfaces the thinnest public-record profiles and what that means for campaigns.

Research Methodology / 6 min read

Iowa 2026: which candidates have the smallest public footprint?

Of 297 tracked Iowa candidates for 2026, the average candidate has only 1.26 source-backed claims. Zero candidates are cross-platform-verified. This transparency report identifies the research gaps campaigns should address.

Research Methodology / 7 min read

Hawaii 2026: which candidates have the smallest public footprint?

A transparency report on the thinnest areas of Hawaii 2026 candidate research. With only 1.65 source-backed claims per candidate on average, the public-records corpus leaves significant gaps for researchers and campaigns.

Research Methodology / 9 min read

Florida 2026 Research Gaps: Where Candidate Intelligence Is Thinnest

OppIntell's transparency report on Florida 2026 candidate research gaps. 809 candidates tracked, average 1.54 source-backed claims per candidate. See where intelligence is thinnest and what that means for campaigns.

Research Methodology / 5 min read

The Illinois 2026 candidates the public record barely covers

OppIntell's transparency report on 2026 Illinois candidate research gaps. Of 192 tracked candidates, none are cross-platform-verified. Average source claims per candidate: 2.53. Top researched: Eric France, Adair Rodriquez, Joe Albright.

Research Methodology / 5 min read

Delaware 2026: which candidates have the smallest public footprint?

A transparency report on 2026 Delaware candidate research: 9 candidates tracked, 2.33 average source claims. Only 0 cross-platform-verified profiles. See where the record is thinnest.

Research Methodology / 8 min read

Alaska 2026 Research Gaps: Where the Public-Records Corpus Has Fewest Source-Backed Claims

Alaska's 2026 candidate field has 131 tracked candidates but only 1.14 source-backed claims per candidate on average. This transparency report identifies where the public-records corpus is thinnest and what researchers would examine.

Research Methodology / 6 min read

Connecticut 2026 Research Gaps: Where Candidate Intelligence Is Thinnest

Public-records intelligence for Connecticut 2026 candidates shows thin coverage: average 2.53 source claims per candidate, zero cross-platform verified, and a wide party mix of 15 Republicans, 18 Democrats, and 1 other.

Research Methodology / 7 min read

Where 2026 Colorado candidate research is thinnest: a transparency report

With 210 candidates across 5 race categories, Colorado's 2026 candidate corpus averages just 1.68 source-backed claims per candidate. This transparency report identifies the thinnest areas of public research.

Research Methodology / 6 min read

Arizona 2026 Research Gaps: Where Candidate Intelligence Is Thinnest

Arizona's 2026 candidate field shows 128 of 130 candidates with source-backed claims, but the average is just 2.1 per candidate—below the national cycle average. This transparency report identifies the thinnest areas of public records.