Machine Relations Index

Source domain profile · Academic and government source

Wikipedia in the Machine Relations Index

wikipedia.org appeared as a cited source in 192 of 15,782 monitored answer runs (1.22%) from 2026-05-10 to 2026-09-18.

Citation rate1.22%

192 cited runs of 15,782 observed answer runs.

Days observed68/125

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.

ConfidenceConfidence B

MRI confidence is not an Answer-Source Fidelity grade.

Standing

Population ranks from the public release

Public standing
#26 of 22,179 observed domains
Full universe
#26 of 22,179
Source role population
#3 of 413
Evidence-qualified source role
#3 of 22

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 datesRateConfidenceRank population
AI InfrastructureBest toolsPublished37773.90%Unavailable#72 of 204
AI InfrastructureHow buyers choosePublished210671.89%Unavailable#112 of 258
AI InfrastructureComparisonsPublished210871.85%Unavailable#94 of 231
AI Security & PrivacyTop listsPublished310672.83%Unavailable#96 of 313
AI Security & PrivacyComparisonsPublished711476.14%Unavailable#19 of 263
Consumer FinanceHow buyers choosePublished213271.52%Unavailable#100 of 191
Consumer HealthIs it worth itPublished113070.77%Unavailable#209 of 213
Consumer ProductsHow buyers choosePublished213771.46%Unavailable#189 of 427
Consumer ProductsIs it worth itPublished113670.74%Unavailable#224 of 228
Consumer ProductsTop listsPublished113170.76%Unavailable#374 of 380
Consumer ProductsComparisonsPublished213171.53%Unavailable#148 of 268
CybersecurityBest toolsPublished17571.33%Unavailable#207 of 213
CybersecurityHow buyers choosePublished113170.76%Unavailable#320 of 325
CybersecurityNews-driven citationsPublished9623541.44%Unavailable#125 of 1,340
CybersecurityComparisonsPublished110770.93%Unavailable#185 of 189
Deep Tech & HardwareBest toolsPublished312172.48%Unavailable#104 of 328
Deep Tech & HardwareHow buyers choosePublished813076.15%Unavailable#24 of 195
Deep Tech & HardwareIs it worth itPublished12105711.43%Unavailable#8 of 181
Deep Tech & HardwareProblem-first researchPublished110470.96%Unavailable#155 of 157
Deep Tech & HardwareTop listsPublished710676.60%Unavailable#23 of 279
Deep Tech & HardwareComparisonsPublished410573.81%Unavailable#51 of 171
Education & TrainingProblem-first researchPublished110071.00%Unavailable#225 of 229
Emergent ProsumerProblem-first researchPublished210171.98%Unavailable#83 of 162
Enterprise SoftwareNews-driven citationsPublished12596532.01%Unavailable#72 of 1,375
Enterprise SoftwareProblem-first researchPublished110670.94%Unavailable#253 of 258
Family SoftwareTop listsPublished310872.78%Unavailable#78 of 195
Family SoftwareComparisonsPublished110870.93%Unavailable#101 of 101
FintechNews-driven citationsPublished9616531.46%Unavailable#132 of 1,531
FintechTop listsPublished410273.92%Unavailable#49 of 200
Healthcare ServicesBest toolsCollecting observations11016UnavailableUnavailableNo mature rank
Healthcare ServicesIs it worth itCollecting observations11016UnavailableUnavailableNo mature rank
Healthcare ServicesNews-driven citationsPublished11613531.79%Unavailable#84 of 1,264
HR & TalentNews-driven citationsPublished16608532.63%Unavailable#54 of 1,249
HR & TalentProblem-first researchCollecting observations1654UnavailableUnavailableNo mature rank
iGaming & BettingBest toolsCollecting observations1352UnavailableUnavailableNo mature rank
Legacy News TopicsNews-driven citationsPublished382,138541.78%Unavailable#55 of 4,025
Martech & AdvertisingNews-driven citationsPublished17602532.82%Unavailable#55 of 1,244

Published segments: 33. Collecting segments: 4.

Release and boundary

How to cite this profile

Wikipedia (wikipedia.org), 1.22% citation rate, 192 of 15,782 monitored answer runs, 2026-05-10 to 2026-09-18, mri_score_v2.0, mri_score_v2.0+2026-09-18+8fa38e54dd0a, https://machinerelations.ai/index/domains/wikipedia.org.

Release mri_score_v2.0+2026-09-18+8fa38e54dd0a; methodology mri_score_v2.0; generated 2026-09-18; window 2026-05-10 to 2026-09-18; artifact 8fa38e54dd0a.

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.

AuthorityTech publication intelligence projection is a downstream practitioner projection. It is not source evidence, citation provenance, or sameAs identity for the neutral dataset.

Wikipedia in the Machine Relations Index