# Panorama-consulting.com in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/domains/panorama-consulting.com
Canonical domain: panorama-consulting.com
Source role: Analyst and consulting research
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.

panorama-consulting.com appeared as a cited source in 17 of 15,782 monitored answer runs (0.11%) from 2026-05-10 to 2026-09-18.

## Overall Evidence

- Citation rate: 0.11%
- Cited runs: 17 of 15,782
- Days cited: 9 of 125
- Engine breadth: 3 observed engines (google_ai_mode, google_ai_overviews, perplexity)
- Confidence: Collecting
- Standing: collecting · 0.11% across 17/15,782 observed runs

## Observed Segments

| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Confidence | Standing |
|---|---|---|---:|---:|---:|---:|---|---|
| [Enterprise Software](https://machinerelations.ai/index/categories/enterprise-software) | [Best tools](https://machinerelations.ai/index/categories/enterprise-software/best_x) | published | 4 | 101 | 7 | 3.96% | Unavailable | #47 of 167 |
| [Enterprise Software](https://machinerelations.ai/index/categories/enterprise-software) | [How buyers choose](https://machinerelations.ai/index/categories/enterprise-software/how_choose) | published | 3 | 99 | 7 | 3.03% | Unavailable | #59 of 172 |
| [Enterprise Software](https://machinerelations.ai/index/categories/enterprise-software) | [Is it worth it](https://machinerelations.ai/index/categories/enterprise-software/is_x_worth) | published | 2 | 107 | 7 | 1.87% | Unavailable | #104 of 194 |
| [Enterprise Software](https://machinerelations.ai/index/categories/enterprise-software) | [News-driven citations](https://machinerelations.ai/index/categories/enterprise-software/news_topic) | published | 5 | 596 | 53 | 0.84% | Unavailable | #233 of 1,375 |
| [Enterprise Software](https://machinerelations.ai/index/categories/enterprise-software) | [Comparisons](https://machinerelations.ai/index/categories/enterprise-software/x_vs_y) | published | 3 | 114 | 7 | 2.63% | Unavailable | #82 of 186 |

## Citation

Panorama-consulting.com (panorama-consulting.com), 0.11% citation rate, 17 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/panorama-consulting.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.