Machine Relations Index

Source domain profile · Academic and government source

Wikipedia in the Machine Relations Index

wikipedia.org appeared as a cited source in 273 of 26,277 monitored answer runs (1.04%) from 2026-05-10 to 2026-10-16.

Citation rate1.04%

273 cited runs of 26,277 observed answer runs.

Days observed93/153

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.

ConfidenceB

MRI confidence is not an Answer-Source Fidelity grade.

Standing

Population ranks from the public release

Public standing
#26 of 31,217 observed domains
Full universe
#26 of 31,217
Source role population
#3 of 639
Evidence-qualified source role
#3 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 toolsPublished6167103.59%#61 of 319Badge
AI InfrastructureHow buyers choosePublished3196101.53%#108 of 366Badge
AI InfrastructureComparisonsPublished3196101.53%#93 of 321Badge
AI Security & PrivacyTop listsPublished4194102.06%#109 of 431Badge
AI Security & PrivacyComparisonsPublished11202105.45%#22 of 345Badge
AI Visibility & GEOProblem-first researchPublished1220100.45%#590 of 603Badge
AI Visibility & GEOTop listsPublished3160101.88%#163 of 706Badge
Consumer FinanceHow buyers choosePublished2220100.91%#136 of 253Badge
Consumer HealthIs it worth itPublished1219100.46%#272 of 276Badge
Consumer ProductsHow buyers choosePublished3225101.33%#180 of 584Badge
Consumer ProductsIs it worth itPublished1224100.45%#309 of 316Badge
Consumer ProductsTop listsPublished2217100.92%#253 of 517Badge
Consumer ProductsComparisonsPublished2217100.92%#197 of 346Badge
CybersecurityBest toolsPublished1164100.61%#280 of 284Badge
CybersecurityHow buyers choosePublished1218100.46%#403 of 406Badge
CybersecurityNews-driven citationsPublished9599541.50%#125 of 1,338Badge
CybersecurityTop listsPublished1207100.48%#357 of 359Badge
CybersecurityComparisonsPublished1159100.63%#240 of 244Badge
Deep Tech & HardwareBest toolsPublished5200102.50%#88 of 480Badge
Deep Tech & HardwareHow buyers choosePublished12199106.03%#19 of 260Badge
Deep Tech & HardwareIs it worth itPublished13180107.22%#16 of 298Badge
Deep Tech & HardwareProblem-first researchPublished3184101.63%#76 of 266Badge
Deep Tech & HardwareTop listsPublished15186108.06%#14 of 373Badge
Deep Tech & HardwareComparisonsPublished4186102.15%#74 of 238Badge
Education & TrainingProblem-first researchPublished1175100.57%#349 of 353Badge
Education & TrainingTop listsPublished1177100.56%#411 of 416Badge
Emergent ProsumerBest toolsPublished1174100.57%#368 of 375Badge
Emergent ProsumerProblem-first researchPublished3178101.69%#89 of 273Badge
Enterprise SoftwareNews-driven citationsPublished12572532.10%#72 of 1,371Badge
Enterprise SoftwareProblem-first researchPublished1178100.56%#387 of 394Badge
Family SoftwareTop listsPublished4188102.13%#95 of 282Badge
Family SoftwareComparisonsPublished1189100.53%#143 of 146Badge
FintechIs it worth itPublished1179100.56%#312 of 317Badge
FintechNews-driven citationsPublished9593531.52%#132 of 1,528Badge
FintechProblem-first researchPublished1183100.55%#261 of 264Badge
FintechTop listsPublished8183104.37%#40 of 268Badge
Healthcare ServicesBest toolsPublished115290.66%#237 of 242Badge
Healthcare ServicesIs it worth itPublished115790.64%#280 of 287Badge
Healthcare ServicesNews-driven citationsPublished11589531.87%#84 of 1,261Badge
Healthcare ServicesTop listsPublished113290.76%#243 of 245Badge
Healthcare ServicesComparisonsPublished115790.64%#283 of 284Badge
HR & TalentBest toolsPublished115790.64%#223 of 227Badge
HR & TalentNews-driven citationsPublished16584532.74%#55 of 1,246Badge
HR & TalentProblem-first researchPublished313992.16%#93 of 270Badge
iGaming & BettingBest toolsPublished615793.82%#52 of 245Badge
iGaming & BettingProblem-first researchPublished212381.63%#129 of 324Badge
iGaming & BettingTop listsPublished312582.40%#116 of 354Badge
IndustrialBest toolsPublished610685.66%#23 of 272Badge
IndustrialIs it worth itPublished110580.95%#223 of 225Badge
IndustrialComparisonsPublished810677.55%#20 of 146Badge
Legacy News TopicsNews-driven citationsPublished382,066541.84%#55 of 4,017Badge
Logistics & FreightBest toolsPublished110770.93%#210 of 213Badge
Logistics & FreightProblem-first researchPublished17071.43%#159 of 163Badge
Logistics & FreightComparisonsCollecting observations1715UnavailableNo mature rankUnavailable
Martech & AdvertisingBest toolsCollecting observations1704UnavailableNo mature rankUnavailable
Martech & AdvertisingNews-driven citationsPublished17578532.94%#55 of 1,243Badge
Martech & AdvertisingTop listsCollecting observations1352UnavailableNo mature rankUnavailable
Professional ServicesBest toolsCollecting observations2362UnavailableNo mature rankUnavailable

Published segments: 54. Collecting segments: 4.

Peers

Nearest sources on Deep Tech & Hardware / Top lists

Wikipedia holds its best segment rank, #14 of 373, in Deep Tech & Hardware / Top lists. These sources rank nearest to it on that leaderboard. Full leaderboard.

RankSourceSource roleSegment citation rate
#10 of 373Arxiv.orgAcademic and government source9.68%
#11 of 373RedditCommunity and social platform9.68%
#12 of 373Inertiallabs.comOther observed source9.14%
#13 of 373Memsmag.comOther observed source9.14%
#15 of 373YouTubeSearch or media platform8.06%
#16 of 373Skymems.comOther observed source7.53%
#17 of 373Advancednavigation.comOther observed source6.99%
#18 of 373Honeywellaerospace.comOther observed source6.99%

Release and boundary

How to cite this profile

Wikipedia (wikipedia.org), 1.04% citation rate, 273 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/wikipedia.org.

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

Embed this profile’s badge

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.

Wikipedia (wikipedia.org), 1.04% citation rate, 273 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/wikipedia.org.

HTML

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Markdown

[![Wikipedia (wikipedia.org), 1.04% citation rate, 273 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/wikipedia.org.](https://machinerelations.ai/index/domains/wikipedia.org/badge.svg)](https://machinerelations.ai/index/domains/wikipedia.org)