71 cited runs of 15,782 observed answer runs.
Machine Relations IndexCitation rate0.45% Days observed24/125 Engine breadth5 ConfidenceConfidence C
Source domain profile · Market and company database
Topstartups.io in the Machine Relations Index
topstartups.io appeared as a cited source in 71 of 15,782 monitored answer runs (0.45%) from 2026-05-10 to 2026-09-18.
Days cited and days observed in the current release window.
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
- #121 of 22,179 observed domains
- Full universe
- #121 of 22,179
- Source role population
- #20 of 688
- Evidence-qualified source role
- #20 of 49
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 | News-driven citations | Published | 30 | 623 | 54 | 4.82% | Unavailable | #15 of 1,340 |
| Education & Training | Is it worth it | Published | 1 | 100 | 7 | 1.00% | Unavailable | #194 of 201 |
| Enterprise Software | News-driven citations | Published | 4 | 596 | 53 | 0.67% | Unavailable | #297 of 1,375 |
| Fintech | News-driven citations | Published | 6 | 616 | 53 | 0.97% | Unavailable | #219 of 1,531 |
| Healthcare Services | News-driven citations | Published | 4 | 613 | 53 | 0.65% | Unavailable | #288 of 1,264 |
| HR & Talent | News-driven citations | Published | 2 | 608 | 53 | 0.33% | Unavailable | #542 of 1,249 |
| Legacy News Topics | News-driven citations | Published | 23 | 2,138 | 54 | 1.08% | Unavailable | #115 of 4,025 |
| Martech & Advertising | News-driven citations | Published | 1 | 602 | 53 | 0.17% | Unavailable | #1,137 of 1,244 |
Published segments: 8. Collecting segments: 0.
Release and boundary
How to cite this profile
Topstartups.io (topstartups.io), 0.45% citation rate, 71 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/topstartups.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.