# Guardz.com in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/domains/guardz.com
Canonical domain: guardz.com
Source role: Other observed source
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.

guardz.com appeared as a cited source in 8 of 15,782 monitored answer runs (0.05%) from 2026-05-10 to 2026-09-18.

## Overall Evidence

- Citation rate: 0.05%
- Cited runs: 8 of 15,782
- Days cited: 4 of 125
- Engine breadth: 3 observed engines (gemini, google_ai_overviews, perplexity)
- Confidence: Collecting
- Standing: collecting · 0.05% across 8/15,782 observed runs

## Observed Segments

| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Confidence | Standing |
|---|---|---|---:|---:|---:|---:|---|---|
| [Cybersecurity](https://machinerelations.ai/index/categories/cybersecurity) | [Best tools](https://machinerelations.ai/index/categories/cybersecurity/best_x) | published | 8 | 75 | 7 | 10.67% | Unavailable | #15 of 213 |

## Citation

Guardz.com (guardz.com), 0.05% citation rate, 8 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/guardz.com.

## Public Boundary

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; it does not measure all AI answers, recommendation quality, website traffic, or commercial performance. A citation does not prove source support, and MRI confidence is not an Answer-Source Fidelity grade.

## Related Sources

- [Machine Relations Index](https://machinerelations.ai/index)
- [Public JSON artifact](https://machinerelations.ai/data/machine-relations-index.json)
- [Release manifest](https://machinerelations.ai/data/mri-release-manifest.json)
- [AuthorityTech publication intelligence projection](https://authoritytech.io/publications.md) — Practitioner projection derived from the neutral Machine Relations Index. It is not source evidence, citation provenance, or sameAs identity for the neutral dataset.