7 cited runs of 29,566 observed answer runs.
Machine Relations IndexCitation rate0.02% Days observed4/158 Engine breadth2 ConfidenceCollecting
Source domain profile · Editorial publication
Vacuumwars.com in the Machine Relations Index
vacuumwars.com appeared as a cited source in 7 of 29,566 monitored answer runs (0.02%) from 2026-05-10 to 2026-10-21.
Self-description
How the site describes itself
Vacuum Wars is your premier source for unbiased, independent reviews and top picks for best cordless vacuums, best robot vacuums, best upright vacuums and more!
vacuumwars.com describes itself this way in the description tag on its homepage, read on October 21, 2026. It is the source's own wording, quoted as found, not a finding of this Index.
Days cited and days observed in the current release window.
claude, gemini. 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
- collecting · 0.02% across 7/29,566 observed runs
- Full universe
- Producer rank unavailable
- Source role population
- Producer rank unavailable
- Evidence-qualified source role
- Producer rank unavailable
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 | Rank population | Badge |
|---|---|---|---|---|---|---|---|---|
| Physical Consumer Products | Best tools | Collecting observations | 4 | 69 | 5 | Unavailable | No mature rank | Unavailable |
| Physical Consumer Products | Is it worth it | Collecting observations | 3 | 65 | 5 | Unavailable | No mature rank | Unavailable |
Published segments: 0. Collecting segments: 2.
Citation history
Cited runs month by month
vacuumwars.com was first cited in a monitored answer run on October 12, 2026, and most recently on October 21, 2026, with cited runs in 1 of the 1 months from then to this release. The release window opens 2026-05-10, so an earlier citation would not show here.
A month's rate is the share of all monitored answer runs that month that cited this domain. The latest month is still collecting.
| Month | Cited runs | Observed runs | Rate |
|---|---|---|---|
| October 2026 (to 2026-10-21) | 7 | 11,579 | 0.06% |
By answer engine
Which engines cite Vacuumwars.com
An engine's rate is its cited runs over every monitored run that engine answered in the window. Engines answer different numbers of runs, so compare rates, not counts.
| Engine | Cited runs | Engine’s observed runs | Rate |
|---|---|---|---|
| Claude | 6 | 6,767 | 0.09% |
| Gemini | 1 | 6,225 | 0.02% |
| ChatGPT | 0 | 6,735 | 0.00% |
| Google AI Mode | 0 | 1,830 | 0.00% |
| Google AI Overviews | 0 | 1,162 | 0.00% |
| Perplexity | 0 | 6,847 | 0.00% |
Release and boundary
How to cite this profile
Vacuumwars.com (vacuumwars.com), 0.02% citation rate, 7 of 29,566 monitored answer runs, 2026-05-10 to 2026-10-21, mri_score_v2.1, mri_score_v2.1+2026-10-21+85b6277f4055, https://machinerelations.ai/index/domains/vacuumwars.com.
Release mri_score_v2.1+2026-10-21+85b6277f4055; methodology mri_score_v2.1; generated 2026-10-21; window 2026-05-10 to 2026-10-21; artifact 85b6277f4055.
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.
Vacuumwars.com on AuthorityTech’s publication intelligence, part of the AuthorityTech publication intelligence projection, is a downstream practitioner projection. It is not source evidence, citation provenance, or sameAs identity for the neutral dataset.
Embed
Embed this profile’s badge
The link goes to this profile, the alt text is the citation above, and the badge is live: it always shows the current release, so it changes when the release changes and returns 404 if this domain leaves the released population. The embedder decides the link’s rel attribute. To keep a fixed image, download the SVG.
HTML
<a href="https://machinerelations.ai/index/domains/vacuumwars.com"><img src="https://machinerelations.ai/index/domains/vacuumwars.com/badge.svg" alt="Vacuumwars.com (vacuumwars.com), 0.02% citation rate, 7 of 29,566 monitored answer runs, 2026-05-10 to 2026-10-21, mri_score_v2.1, mri_score_v2.1+2026-10-21+85b6277f4055, https://machinerelations.ai/index/domains/vacuumwars.com." width="527" height="64"></a>Markdown
[](https://machinerelations.ai/index/domains/vacuumwars.com)