131 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.83% Days observed45/125 Engine breadth6 ConfidenceConfidence B
Source domain profile · Vendor-owned source
Rippling.com in the Machine Relations Index
rippling.com appeared as a cited source in 131 of 15,782 monitored answer runs (0.83%) 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
- #47 of 22,179 observed domains
- Full universe
- #47 of 22,179
- Source role population
- #14 of 823
- Evidence-qualified source role
- #14 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 |
|---|---|---|---|---|---|---|---|---|
| Cybersecurity | Best tools | Published | 4 | 75 | 7 | 5.33% | Unavailable | #40 of 213 |
| Cybersecurity | How buyers choose | Published | 3 | 131 | 7 | 2.29% | Unavailable | #88 of 325 |
| Cybersecurity | News-driven citations | Published | 8 | 623 | 54 | 1.28% | Unavailable | #140 of 1,340 |
| Cybersecurity | Top lists | Published | 1 | 130 | 7 | 0.77% | Unavailable | #224 of 264 |
| Education & Training | Best tools | Published | 11 | 106 | 7 | 10.38% | Unavailable | #13 of 263 |
| Education & Training | How buyers choose | Published | 1 | 130 | 7 | 0.77% | Unavailable | #217 of 249 |
| Education & Training | Is it worth it | Published | 1 | 100 | 7 | 1.00% | Unavailable | #179 of 201 |
| Education & Training | Top lists | Published | 5 | 100 | 7 | 5.00% | Unavailable | #42 of 295 |
| Enterprise Software | Is it worth it | Published | 6 | 107 | 7 | 5.61% | Unavailable | #22 of 194 |
| Enterprise Software | Top lists | Published | 6 | 114 | 7 | 5.26% | Unavailable | #39 of 264 |
| Enterprise Software | Comparisons | Published | 5 | 114 | 7 | 4.39% | Unavailable | #46 of 186 |
| Fintech | News-driven citations | Published | 13 | 616 | 53 | 2.11% | Unavailable | #70 of 1,531 |
| HR & Talent | Best tools | Collecting observations | 2 | 72 | 4 | Unavailable | Unavailable | No mature rank |
| HR & Talent | Is it worth it | Collecting observations | 4 | 66 | 4 | Unavailable | Unavailable | No mature rank |
| HR & Talent | News-driven citations | Published | 51 | 608 | 53 | 8.39% | Unavailable | #4 of 1,249 |
| HR & Talent | Problem-first research | Collecting observations | 2 | 65 | 4 | Unavailable | Unavailable | No mature rank |
| HR & Talent | Top lists | Collecting observations | 4 | 35 | 2 | Unavailable | Unavailable | No mature rank |
| HR & Talent | Comparisons | Collecting observations | 4 | 35 | 2 | Unavailable | Unavailable | No mature rank |
Published segments: 13. Collecting segments: 5.
Release and boundary
How to cite this profile
Rippling.com (rippling.com), 0.83% citation rate, 131 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/rippling.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.