Machine Relations Index

Source domain profile · Community and social platform

Github.com in the Machine Relations Index

github.com appeared as a cited source in 150 of 15,782 monitored answer runs (0.95%) from 2026-05-10 to 2026-09-18.

Citation rate0.95%

150 cited runs of 15,782 observed answer runs.

Days observed42/125

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
#34 of 22,179 observed domains
Full universe
#34 of 22,179
Source role population
#7 of 27
Evidence-qualified source role
#7 of 10

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 toolsPublished77779.09%Unavailable#18 of 204
AI InfrastructureHow buyers choosePublished610675.66%Unavailable#24 of 258
AI InfrastructureProblem-first researchPublished1010679.43%Unavailable#10 of 212
AI InfrastructureTop listsPublished910878.33%Unavailable#27 of 270
AI Security & PrivacyBest toolsPublished14136710.29%Unavailable#15 of 275
AI Security & PrivacyHow buyers choosePublished513073.85%Unavailable#42 of 305
AI Security & PrivacyIs it worth itPublished413073.08%Unavailable#53 of 330
AI Security & PrivacyTop listsPublished11106710.38%Unavailable#15 of 313
AI Visibility & GEOHow buyers choosePublished111370.88%Unavailable#253 of 448
AI Visibility & GEOIs it worth itPublished213771.46%Unavailable#154 of 467
AI Visibility & GEOTop listsPublished17171.41%Unavailable#243 of 412
Consumer FinanceBest toolsPublished113270.76%Unavailable#172 of 236
CybersecurityHow buyers choosePublished613174.58%Unavailable#28 of 325
CybersecurityIs it worth itPublished113170.76%Unavailable#165 of 227
CybersecurityNews-driven citationsPublished2623540.32%Unavailable#486 of 1,340
CybersecurityProblem-first researchPublished23125718.40%Unavailable#1 of 263
CybersecurityTop listsPublished113070.77%Unavailable#199 of 264
CybersecurityComparisonsPublished110770.93%Unavailable#138 of 189
Deep Tech & HardwareBest toolsPublished712175.79%Unavailable#28 of 328
Deep Tech & HardwareHow buyers choosePublished113070.77%Unavailable#140 of 195
Deep Tech & HardwareTop listsPublished410673.77%Unavailable#60 of 279
Education & TrainingComparisonsPublished110071.00%Unavailable#88 of 126
Emergent ProsumerBest toolsPublished110071.00%Unavailable#158 of 219
Enterprise SoftwareTop listsPublished111470.88%Unavailable#188 of 264
FintechNews-driven citationsPublished4616530.65%Unavailable#292 of 1,531
Legacy News TopicsNews-driven citationsPublished262,138541.22%Unavailable#96 of 4,025

Published segments: 26. Collecting segments: 0.

Release and boundary

How to cite this profile

Github.com (github.com), 0.95% citation rate, 150 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/github.com.

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.

Github.com in the Machine Relations Index