13 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.08% Days observed10/125 Engine breadth4 ConfidenceCollecting
Source domain profile · Other observed source
Geeksforgeeks.org in the Machine Relations Index
geeksforgeeks.org appeared as a cited source in 13 of 15,782 monitored answer runs (0.08%) from 2026-05-10 to 2026-09-18.
Days cited and days observed in the current release window.
chatgpt, gemini, google_ai_mode, perplexity. This is an observed-engine list, not a per-engine rate.
MRI confidence is not an Answer-Source Fidelity grade.
Standing
Population ranks from the public release
- Public standing
- collecting · 0.08% across 13/15,782 observed runs
- Full universe
- Producer rank unavailable
- Source role population
- Producer rank unavailable
- Evidence-qualified source role
- Producer rank unavailable
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%.
| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Confidence | Rank population |
|---|---|---|---|---|---|---|---|---|
| AI Infrastructure | How buyers choose | Published | 2 | 106 | 7 | 1.89% | Unavailable | #92 of 258 |
| Deep Tech & Hardware | How buyers choose | Published | 6 | 130 | 7 | 4.62% | Unavailable | #36 of 195 |
| Education & Training | Top lists | Published | 1 | 100 | 7 | 1.00% | Unavailable | #195 of 295 |
| Legacy News Topics | News-driven citations | Published | 4 | 2,138 | 54 | 0.19% | Unavailable | #871 of 4,025 |
Published segments: 4. Collecting segments: 0.
Release and boundary
How to cite this profile
Geeksforgeeks.org (geeksforgeeks.org), 0.08% citation rate, 13 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/geeksforgeeks.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.