93 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.59% Days observed27/125 Engine breadth6 ConfidenceConfidence C
Source domain profile · Vendor-owned source
Wiz.io in the Machine Relations Index
wiz.io appeared as a cited source in 93 of 15,782 monitored answer runs (0.59%) 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
- #79 of 22,179 observed domains
- Full universe
- #79 of 22,179
- Source role population
- #20 of 823
- Evidence-qualified source role
- #20 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 Security & Privacy | Best tools | Published | 5 | 136 | 7 | 3.68% | Unavailable | #65 of 275 |
| AI Security & Privacy | How buyers choose | Published | 4 | 130 | 7 | 3.08% | Unavailable | #66 of 305 |
| AI Security & Privacy | Problem-first research | Published | 1 | 106 | 7 | 0.94% | Unavailable | #267 of 272 |
| AI Security & Privacy | Top lists | Published | 8 | 106 | 7 | 7.55% | Unavailable | #27 of 313 |
| AI Security & Privacy | Comparisons | Published | 9 | 114 | 7 | 7.89% | Unavailable | #13 of 263 |
| Cybersecurity | How buyers choose | Published | 8 | 131 | 7 | 6.11% | Unavailable | #18 of 325 |
| Cybersecurity | Is it worth it | Published | 9 | 131 | 7 | 6.87% | Unavailable | #22 of 227 |
| Cybersecurity | News-driven citations | Published | 28 | 623 | 54 | 4.49% | Unavailable | #17 of 1,340 |
| Cybersecurity | Problem-first research | Published | 1 | 125 | 7 | 0.80% | Unavailable | #261 of 263 |
| Cybersecurity | Top lists | Published | 14 | 130 | 7 | 10.77% | Unavailable | #10 of 264 |
| Legacy News Topics | News-driven citations | Published | 6 | 2,138 | 54 | 0.28% | Unavailable | #659 of 4,025 |
Published segments: 11. Collecting segments: 0.
Release and boundary
How to cite this profile
Wiz.io (wiz.io), 0.59% citation rate, 93 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/wiz.io.
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.