38 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.24% Days observed21/125 Engine breadth6 ConfidenceConfidence C
Source domain profile · Other observed source
Umbrex.com in the Machine Relations Index
umbrex.com appeared as a cited source in 38 of 15,782 monitored answer runs (0.24%) 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
- #346 of 22,179 observed domains
- Full universe
- #346 of 22,179
- Source role population
- #107 of 18,623
- Evidence-qualified source role
- #107 of 185
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 | Comparisons | Published | 1 | 108 | 7 | 0.93% | Unavailable | #219 of 231 |
| Cybersecurity | News-driven citations | Published | 1 | 623 | 54 | 0.16% | Unavailable | #1,251 of 1,340 |
| Education & Training | Problem-first research | Published | 7 | 100 | 7 | 7.00% | Unavailable | #13 of 229 |
| Enterprise Software | News-driven citations | Published | 6 | 596 | 53 | 1.01% | Unavailable | #195 of 1,375 |
| Fintech | News-driven citations | Published | 9 | 616 | 53 | 1.46% | Unavailable | #131 of 1,531 |
| Healthcare Services | News-driven citations | Published | 10 | 613 | 53 | 1.63% | Unavailable | #103 of 1,264 |
| HR & Talent | How buyers choose | Collecting observations | 1 | 71 | 5 | Unavailable | Unavailable | No mature rank |
| Legacy News Topics | News-driven citations | Published | 3 | 2,138 | 54 | 0.14% | Unavailable | #1,263 of 4,025 |
Published segments: 7. Collecting segments: 1.
Release and boundary
How to cite this profile
Umbrex.com (umbrex.com), 0.24% citation rate, 38 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/umbrex.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.