90 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.57% Days observed40/125 Engine breadth5 ConfidenceConfidence C
Source domain profile · Vendor-owned source
Improvado.io in the Machine Relations Index
improvado.io appeared as a cited source in 90 of 15,782 monitored answer runs (0.57%) from 2026-05-10 to 2026-09-18.
Days cited and days observed in the current release window.
chatgpt, claude, gemini, 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
- #82 of 22,179 observed domains
- Full universe
- #82 of 22,179
- Source role population
- #21 of 823
- Evidence-qualified source role
- #21 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 Visibility & GEO | Is it worth it | Published | 2 | 137 | 7 | 1.46% | Unavailable | #157 of 467 |
| Fintech | Is it worth it | Published | 1 | 108 | 7 | 0.93% | Unavailable | #152 of 206 |
| Healthcare Services | News-driven citations | Published | 2 | 613 | 53 | 0.33% | Unavailable | #493 of 1,264 |
| iGaming & Betting | Is it worth it | Collecting observations | 1 | 35 | 2 | Unavailable | Unavailable | No mature rank |
| Legacy News Topics | News-driven citations | Published | 35 | 2,138 | 54 | 1.64% | Unavailable | #63 of 4,025 |
| Martech & Advertising | News-driven citations | Published | 49 | 602 | 53 | 8.14% | Unavailable | #8 of 1,244 |
Published segments: 5. Collecting segments: 1.
Release and boundary
How to cite this profile
Improvado.io (improvado.io), 0.57% citation rate, 90 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/improvado.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.