87 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.55% Days observed37/125 Engine breadth6 ConfidenceConfidence C
Source domain profile · Vendor-owned source
Redhat.com in the Machine Relations Index
redhat.com appeared as a cited source in 87 of 15,782 monitored answer runs (0.55%) from 2026-05-10 to 2026-09-18.
Days cited and days observed in the current release window.
chatgpt, claude, gemini, google_ai_mode, google_ai_overviews, 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
- #88 of 22,179 observed domains
- Full universe
- #88 of 22,179
- Source role population
- #25 of 823
- Evidence-qualified source role
- #25 of 103
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 | Best tools | Published | 4 | 77 | 7 | 5.19% | Unavailable | #52 of 204 |
| AI Infrastructure | How buyers choose | Published | 1 | 106 | 7 | 0.94% | Unavailable | #217 of 258 |
| AI Infrastructure | Top lists | Published | 3 | 108 | 7 | 2.78% | Unavailable | #85 of 270 |
| AI Infrastructure | Comparisons | Published | 12 | 108 | 7 | 11.11% | Unavailable | #12 of 231 |
| AI Security & Privacy | Best tools | Published | 12 | 136 | 7 | 8.82% | Unavailable | #22 of 275 |
| Cybersecurity | News-driven citations | Published | 6 | 623 | 54 | 0.96% | Unavailable | #199 of 1,340 |
| Enterprise Software | Top lists | Published | 3 | 114 | 7 | 2.63% | Unavailable | #81 of 264 |
| Fintech | News-driven citations | Published | 1 | 616 | 53 | 0.16% | Unavailable | #1,261 of 1,531 |
| Legacy News Topics | News-driven citations | Published | 45 | 2,138 | 54 | 2.10% | Unavailable | #38 of 4,025 |
Published segments: 9. Collecting segments: 0.
Release and boundary
How to cite this profile
Redhat.com (redhat.com), 0.55% citation rate, 87 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/redhat.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.