Source domain profile · Other observed source

Vifec.com in the Machine Relations Index

vifec.com appeared as a cited source in 1 of 34,788 monitored answer runs (0.00%) from 2026-05-10 to 2026-11-01.

Source site Markdown Public JSON

Citation rate0.00%

1 cited runs of 34,788 observed answer runs.

Days observed1/169

Days cited and days observed in the current release window.

Engine breadth1

Claude. 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 · 0.00% across 1/34,788 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 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
AI Security & Privacy	How buyers choose	Published	1	294	13	0.34%	#467 of 477	Badge

Published segments: 1. Collecting segments: 0.

Citation record

One cited run

vifec.com has been cited in one monitored answer run, on November 1, 2026, by Claude, in answers to AI Security & Privacy / How buyers choose questions. Other sources cited for AI Security & Privacy questions are on the AI Security & Privacy sources page.

Peers

Nearest sources on AI Security & Privacy / How buyers choose

Vifec.com holds its best segment rank, #467 of 477, in AI Security & Privacy / How buyers choose, at 0.34%. 251 sources on that leaderboard share that rate, and their order inside the tie is not a measured difference. Listed here: the nearest sources cited more and less often than it, and the sources beside it that share this best segment. Full leaderboard.

Rank	Source	Source role	Segment citation rate	Against this source
#221 of 477	Tetrate.io	Other observed source	0.68%	+0.34 pts
#222 of 477	The Hacker News	Editorial publication	0.68%	+0.34 pts
#223 of 477	Truefoundry.io	Other observed source	0.68%	+0.34 pts
#224 of 477	Upguard.com	Vendor-owned source	0.68%	+0.34 pts
#225 of 477	Uspto.gov	Academic and government source	0.68%	+0.34 pts
#226 of 477	Versa-networks.com	Other observed source	0.68%	+0.34 pts
#466 of 477	Vidizmo.ai	Vendor-owned source	0.34%	Same rate
#468 of 477	Vioguard.com	Other observed source	0.34%	Same rate

Cite this

Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Vifec.com (vifec.com), 0.00% citation rate, 1 of 34,788 monitored answer runs, 2026-05-10 to 2026-11-01. Release mri_score_v2.1+2026-11-01+0542f5da373e. https://machinerelations.ai/index/domains/vifec.com. CC BY 4.0.

APA

Parrott, J. (2026). Vifec.com (vifec.com) in the Machine Relations Index (Version mri_score_v2.1+2026-11-01+0542f5da373e) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/vifec.com https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mrivifeccom,
  author = {Parrott, Jaxon},
  title = {Vifec.com (vifec.com) in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-01+0542f5da373e},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/vifec.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 1, 2026. The observation window runs May 10, 2026 to November 1, 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

The link goes to this profile, the alt text says what the badge shows, 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/vifec.com"><img src="https://machinerelations.ai/index/domains/vifec.com/badge.svg" alt="Vifec.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 34,788 runs · Collecting. Machine Relations Research." width="415" height="64"></a>

Markdown

[![Vifec.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 34,788 runs · Collecting. Machine Relations Research.](https://machinerelations.ai/index/domains/vifec.com/badge.svg)](https://machinerelations.ai/index/domains/vifec.com)