20 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.13% Days observed17/125 Engine breadth3 ConfidenceCollecting
Source domain profile · Other observed source
Viewpointanalysis.com in the Machine Relations Index
viewpointanalysis.com appeared as a cited source in 20 of 15,782 monitored answer runs (0.13%) from 2026-05-10 to 2026-09-18.
Days cited and days observed in the current release window.
claude, 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 · 0.13% across 20/15,782 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 |
|---|---|---|---|---|---|---|---|---|
| Cybersecurity | How buyers choose | Published | 5 | 131 | 7 | 3.82% | Unavailable | #46 of 325 |
| Cybersecurity | News-driven citations | Published | 2 | 623 | 54 | 0.32% | Unavailable | #582 of 1,340 |
| Enterprise Software | Top lists | Published | 1 | 114 | 7 | 0.88% | Unavailable | #252 of 264 |
| HR & Talent | Best tools | Collecting observations | 1 | 72 | 4 | Unavailable | Unavailable | No mature rank |
| HR & Talent | News-driven citations | Published | 6 | 608 | 53 | 0.99% | Unavailable | #208 of 1,249 |
| Legacy News Topics | News-driven citations | Published | 2 | 2,138 | 54 | 0.09% | Unavailable | #1,862 of 4,025 |
| Martech & Advertising | News-driven citations | Published | 3 | 602 | 53 | 0.50% | Unavailable | #359 of 1,244 |
Published segments: 6. Collecting segments: 1.
Release and boundary
How to cite this profile
Viewpointanalysis.com (viewpointanalysis.com), 0.13% citation rate, 20 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/viewpointanalysis.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.