Source domain profile · Other observed source

ecovacs.com in the Machine Relations Index

ecovacs.com appeared as a cited source in 15 of 36,189 monitored answer runs (0.04%) from May 10, 2026 to November 5, 2026.

Source site Markdown Public JSON

Self-description

How the site describes itself

Innovative Home Robotics Brand | Created for Ease - ECOVACS US

ecovacs.com describes itself this way in its homepage title, read on October 21, 2026. It is the source's own wording, quoted as found, not a finding of this Index.

Citation rate0.04%

15 cited runs of 36,189 observed answer runs.

Days cited8/173

Days with a citation, of the days observed in the current release window.

Engine breadth3

Claude, Google AI Overviews, Perplexity. This is an observed-engine list, not a per-engine rate.

ConfidenceCollecting

MRI confidence is not an Answer-Source Fidelity grade.

Standing

Population ranks from the public release

Public standing: Collecting: no rank until it clears the evidence floor
Full universe: Not ranked in this release
Source role population: Not ranked in this release
Evidence-qualified source role: Not ranked in this release

Segment evidence

Observed category and question-shape rows

Segment rates use that category and question shape only. A row still collecting shows how many runs have been measured. A dash means no measured runs yet.

Category	Question shape	State	Cited runs	Observed runs	Run dates	Rate	Rank population	Badge
Physical Consumer Products	Is it worth it	Published	15	128	8	11.72%	#4 of 168	Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

ecovacs.com was first cited in a monitored answer run on October 12, 2026, and most recently on November 4, 2026, with cited runs in each of the 2 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	12	16,496	0.07%
November 2026 (to November 5, 2026)	3	1,706	0.18%

By answer engine

Which engines cite ecovacs.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
Perplexity	11	8,663	0.13%
Google AI Overviews	3	1,297	0.23%
Claude	1	8,583	0.01%
ChatGPT	0	8,545	0.00%
Gemini	0	6,987	0.00%
Google AI Mode	0	2,114	0.00%

Since August 31, 2026, ecovacs.com is cited in none of 908 observed Google AI Mode runs. Google AI Mode's collection changed between August 10, 2026 and August 30, 2026, so its row above pools both sides of the change.

Peers

Nearest sources on Physical Consumer Products / Is it worth it

ecovacs.com holds its best segment rank, #4 of 168, in Physical Consumer Products / Is it worth it, at 11.72%. Listed here: the nearest sources cited more and less often than it. Full leaderboard.

Rank	Source	Source role	Segment citation rate	Against this source
#1 of 168	Tom's Guide	Editorial publication	19.53%	+7.81 pts
#2 of 168	Good Housekeeping	Editorial publication	14.84%	+3.12 pts
#3 of 168	YouTube (only pages not mapped to a channel or publication)	Search or media platform	12.50%	+0.78 pts
#5 of 168	choice.com.au	Other observed source	10.16%	-1.56 pts
#6 of 168	Mattress Clarity	Editorial publication	10.16%	-1.56 pts
#7 of 168	PCMag	Editorial publication	9.38%	-2.34 pts

Cite this

Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. ecovacs.com, 0.04% citation rate, 15 of 36,189 monitored answer runs, 2026-05-10 to 2026-11-05. Release mri_score_v2.1+2026-11-05+66c560c07279. https://machinerelations.ai/index/domains/ecovacs.com. CC BY 4.0.

APA

Parrott, J. (2026). ecovacs.com in the Machine Relations Index (Version mri_score_v2.1+2026-11-05+66c560c07279) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/ecovacs.com https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mriecovacscom,
  author = {Parrott, Jaxon},
  title = {ecovacs.com in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-05+66c560c07279},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/ecovacs.com},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this profile measures

Published November 5, 2026. The observation window runs May 10, 2026 to November 5, 2026. Methodology v2.1.

Use the data

curl -fsSL "https://machinerelations.ai/data/machine-relations-index.json" -o machine-relations-index.json
curl -fsSL "https://machinerelations.ai/data/mri-release-manifest.json" -o mri-release-manifest.json
curl -fsSL "https://huggingface.co/datasets/machine-relations/machine-relations-index/resolve/main/domains.csv" -o domains.csv
curl -fsSL -L "https://doi.org/10.5281/zenodo.23652423" -o mri-zenodo.html

import json
from urllib.request import urlopen

index_url = "https://machinerelations.ai/data/machine-relations-index.json"
with urlopen(index_url) as response:
    index = json.load(response)
print(index["generated"], index["total_domains"])

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.

Embed

Embed this profile’s badge

Put this badge on your site to show how often AI answers cite it. It links to this profile and updates with every new release; if a later release no longer includes this domain, the badge stops loading. To keep today’s numbers fixed, save the SVG and host it yourself.

HTML

<a href="https://machinerelations.ai/index/domains/ecovacs.com"><img src="https://machinerelations.ai/index/domains/ecovacs.com/badge.svg" alt="ecovacs.com in the Machine Relations Index: cited in 0.04% of monitored AI answers (15 of 36,189 runs), Nov 5, 2026 release. Machine Relations Research." width="356" height="64"></a>

Markdown

[![ecovacs.com in the Machine Relations Index: cited in 0.04% of monitored AI answers (15 of 36,189 runs), Nov 5, 2026 release. Machine Relations Research.](https://machinerelations.ai/index/domains/ecovacs.com/badge.svg)](https://machinerelations.ai/index/domains/ecovacs.com)