Source domain profile · Other observed source

serverflow.ru in the Machine Relations Index

serverflow.ru appeared as a cited source in 3 of 38,832 monitored answer runs (under 0.01%) from May 10, 2026 to November 12, 2026.

Source site Markdown Public JSON

Self-description

How the site describes itself

Огромный выбор комплектующих для любых серверов. Замените любые детали и соберите сервер под свои требования или выберите готовый из каталога.

serverflow.ru describes itself this way in the description tag on its homepage, read on November 8, 2026. It is the source's own wording, quoted as found, not a finding of this Index.

Citation rateunder 0.01%

3 cited runs of 38,832 observed answer runs.

Days cited3/180

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

Engine breadth1

ChatGPT. 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
AI Infrastructure	Best tools	Published	3	281	14	1.07%	#160 of 386	Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

serverflow.ru was first cited in a monitored answer run on September 25, 2026, and most recently on November 8, 2026, with cited runs in each of the 3 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
September 2026	1	4,971	0.02%
October 2026	1	16,496	0.01%
November 2026 (to November 12, 2026)	1	4,349	0.02%

By answer engine

Which engines cite serverflow.ru

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
ChatGPT	3	9,228	0.03%
Claude	0	9,268	0.00%
Gemini	0	7,417	0.00%
Google AI Mode	0	2,211	0.00%
Google AI Overviews	0	1,360	0.00%
Perplexity	0	9,348	0.00%

Since August 31, 2026, serverflow.ru is cited in none of 1,005 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.

Since October 7, 2026, serverflow.ru is cited in none of 4,579 observed Perplexity runs. Perplexity's collection changed between October 6, 2026 and October 7, 2026, so its row above pools both sides of the change.

Peers

Nearest sources on AI Infrastructure / Best tools

serverflow.ru holds its best segment rank, #160 of 386, in AI Infrastructure / Best tools, at 1.07%. 36 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
#125 of 386	neuralmasteryai.com	Other observed source	1.42%	+0.35 pts
#126 of 386	In Plain English	Editorial publication	1.42%	+0.35 pts
#127 of 386	theregister	Editorial publication	1.42%	+0.35 pts
#159 of 386	run.ai	Other observed source	1.07%	Same rate
#162 of 386	spingence.com	Other observed source	1.07%	Same rate
#211 of 386	swfte.com	Vendor-owned source	0.71%	-0.36 pts
#212 of 386	systeminternals.dev	Other observed source	0.71%	-0.36 pts
#213 of 386	TechRadar	Editorial publication	0.71%	-0.36 pts

Cite this

Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. serverflow.ru, under 0.01% citation rate, 3 of 38,832 monitored answer runs, 2026-05-10 to 2026-11-12. Release mri_score_v2.1+2026-11-12+a13391e29889. CC BY 4.0. https://machinerelations.ai/index/domains/serverflow.ru

APA

Parrott, J. (2026). serverflow.ru in the Machine Relations Index (Version mri_score_v2.1+2026-11-12+a13391e29889) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/serverflow.ru https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mriserverflowru,
  author = {Parrott, Jaxon},
  title = {serverflow.ru in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-12+a13391e29889},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/serverflow.ru},
  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 12, 2026. The observation window runs May 10, 2026 to November 12, 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/serverflow.ru"><img src="https://machinerelations.ai/index/domains/serverflow.ru/badge.svg" alt="serverflow.ru in the Machine Relations Index: cited in under 0.01% of monitored AI answers (3 of 38,832 runs), Nov 12, 2026 release. Machine Relations Research." width="385" height="64"></a>

Markdown

[![serverflow.ru in the Machine Relations Index: cited in under 0.01% of monitored AI answers (3 of 38,832 runs), Nov 12, 2026 release. Machine Relations Research.](https://machinerelations.ai/index/domains/serverflow.ru/badge.svg)](https://machinerelations.ai/index/domains/serverflow.ru)