Machine Relations Index

Source domain profile · Academic and government source

NIH in the Machine Relations Index

nih.gov appeared as a cited source in 629 of 26,277 monitored answer runs (2.39%) from 2026-05-10 to 2026-10-16.

Citation rate2.39%

629 cited runs of 26,277 observed answer runs.

Days observed109/153

Days cited and days observed in the current release window.

Engine breadth6

chatgpt, claude, gemini, google_ai_mode, google_ai_overviews, perplexity. This is an observed-engine list, not a per-engine rate.

ConfidenceA

MRI confidence is not an Answer-Source Fidelity grade.

Standing

Population ranks from the public release

Public standing
#9 of 31,217 observed domains
Full universe
#9 of 31,217
Source role population
#2 of 639
Evidence-qualified source role
#2 of 32

Segment evidence

Observed category and question-shape rows

Segment rates use the exact category/question-shape denominator. Collecting rows show sample progress only; null or missing rates are not rendered as 0%.

CategoryQuestion shapeStateCited runsObserved runsRun datesRateRank populationBadge
AI InfrastructureBest toolsPublished1167100.60%#258 of 319Badge
AI InfrastructureProblem-first researchPublished2195101.03%#129 of 389Badge
AI InfrastructureComparisonsPublished8196104.08%#32 of 321Badge
AI Security & PrivacyBest toolsPublished10224104.46%#45 of 389Badge
AI Security & PrivacyIs it worth itPublished1219100.46%#339 of 456Badge
AI Security & PrivacyProblem-first researchPublished5194102.58%#50 of 446Badge
AI Security & PrivacyTop listsPublished4194102.06%#96 of 431Badge
AI Security & PrivacyComparisonsPublished11202105.45%#21 of 345Badge
AI Visibility & GEOIs it worth itPublished7224103.13%#54 of 612Badge
AI Visibility & GEOTop listsPublished1160100.63%#543 of 706Badge
Consumer HealthBest toolsPublished382211017.19%#6 of 406Badge
Consumer HealthHow buyers choosePublished522191023.74%#1 of 441Badge
Consumer HealthIs it worth itPublished712191032.42%#1 of 276Badge
Consumer HealthProblem-first researchPublished18220108.18%#14 of 272Badge
Consumer HealthTop listsPublished14221106.33%#32 of 467Badge
Consumer HealthComparisonsPublished322211014.48%#7 of 266Badge
Consumer ProductsBest toolsPublished2221100.90%#188 of 403Badge
Consumer ProductsHow buyers choosePublished5225102.22%#77 of 584Badge
Consumer ProductsIs it worth itPublished5224102.23%#67 of 316Badge
Consumer ProductsProblem-first researchPublished6221102.71%#43 of 328Badge
Consumer ProductsComparisonsPublished1217100.46%#283 of 346Badge
CybersecurityNews-driven citationsPublished2599540.33%#516 of 1,338Badge
CybersecurityProblem-first researchPublished2205100.98%#161 of 373Badge
CybersecurityTop listsPublished6207102.90%#76 of 359Badge
CybersecurityComparisonsPublished10159106.29%#28 of 244Badge
Deep Tech & HardwareBest toolsPublished17200108.50%#12 of 480Badge
Deep Tech & HardwareHow buyers choosePublished1199100.50%#204 of 260Badge
Deep Tech & HardwareProblem-first researchPublished2184101.09%#102 of 266Badge
Deep Tech & HardwareTop listsPublished241861012.90%#4 of 373Badge
Deep Tech & HardwareComparisonsPublished6186103.23%#48 of 238Badge
Education & TrainingTop listsPublished1177100.56%#327 of 416Badge
Emergent ProsumerHow buyers choosePublished3172101.74%#100 of 311Badge
Family SoftwareHow buyers choosePublished10176105.68%#23 of 248Badge
Family SoftwareIs it worth itPublished1173100.58%#155 of 197Badge
Family SoftwareProblem-first researchPublished1190100.53%#264 of 327Badge
FintechNews-driven citationsPublished6593531.01%#209 of 1,528Badge
FintechComparisonsPublished2184101.09%#105 of 186Badge
Healthcare ServicesBest toolsPublished215291.32%#130 of 242Badge
Healthcare ServicesHow buyers choosePublished815295.26%#25 of 275Badge
Healthcare ServicesIs it worth itPublished37157923.57%#1 of 287Badge
Healthcare ServicesNews-driven citationsPublished1575895326.66%#1 of 1,261Badge
Healthcare ServicesProblem-first researchPublished1015196.62%#5 of 347Badge
Healthcare ServicesTop listsPublished413293.03%#62 of 245Badge
Healthcare ServicesComparisonsPublished415792.55%#66 of 284Badge
HR & TalentHow buyers choosePublished114490.69%#251 of 305Badge
HR & TalentIs it worth itPublished214091.43%#147 of 312Badge
HR & TalentNews-driven citationsPublished3584530.51%#355 of 1,246Badge
iGaming & BettingProblem-first researchPublished412383.25%#42 of 324Badge
iGaming & BettingTop listsPublished112580.80%#289 of 354Badge
IndustrialIs it worth itPublished410583.81%#42 of 225Badge
Legacy News TopicsNews-driven citationsPublished32,066540.15%#1,187 of 4,017Badge
Logistics & FreightProblem-first researchPublished17071.43%#118 of 163Badge

Published segments: 52. Collecting segments: 0.

Peers

Nearest sources on Healthcare Services / News-driven citations

NIH holds its best segment rank, #1 of 1,261, in Healthcare Services / News-driven citations. These sources rank nearest to it on that leaderboard. Full leaderboard.

RankSourceSource roleSegment citation rate
#2 of 1,261Fierce HealthcareEditorial publication19.86%
#3 of 1,261Galengrowth.comAnalyst and consulting research13.24%
#4 of 1,261Aha.orgAcademic and government source9.85%
#5 of 1,261LinkedInCommunity and social platform9.51%
#6 of 1,261Y CombinatorCommunity and social platform8.66%
#7 of 1,261Healthcare DiveEditorial publication7.30%
#8 of 1,261Rockhealth.comAnalyst and consulting research7.13%
#9 of 1,261Massivelybetterhealthcare.comAnalyst and consulting research6.79%

Mentioned in

Research and weekly reports that link this profile

Release and boundary

How to cite this profile

NIH (nih.gov), 2.39% citation rate, 629 of 26,277 monitored answer runs, 2026-05-10 to 2026-10-16, mri_score_v2.1, mri_score_v2.1+2026-10-16+676547a595a3, https://machinerelations.ai/index/domains/nih.gov.

Release mri_score_v2.1+2026-10-16+676547a595a3; methodology mri_score_v2.1; generated 2026-10-16; window 2026-05-10 to 2026-10-16; artifact 676547a595a3.

The public dataset reports citation rates, rankings, and evidence counts. It excludes internal query identifiers, raw cited URLs, and answer-engine provider payloads. MRI measures observed root-domain citations in monitored prompts, not all AI answers, recommendation quality, web traffic or commercial performance. A citation is not source support.

Embed

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The link goes to this profile, the alt text is the citation above, and the badge is live: it always shows the current release, so it changes when the release changes and returns 404 if this domain leaves the released population. The embedder decides the link’s rel attribute. To keep a fixed image, download the SVG.

NIH (nih.gov), 2.39% citation rate, 629 of 26,277 monitored answer runs, 2026-05-10 to 2026-10-16, mri_score_v2.1, mri_score_v2.1+2026-10-16+676547a595a3, https://machinerelations.ai/index/domains/nih.gov.

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[![NIH (nih.gov), 2.39% citation rate, 629 of 26,277 monitored answer runs, 2026-05-10 to 2026-10-16, mri_score_v2.1, mri_score_v2.1+2026-10-16+676547a595a3, https://machinerelations.ai/index/domains/nih.gov.](https://machinerelations.ai/index/domains/nih.gov/badge.svg)](https://machinerelations.ai/index/domains/nih.gov)