Machine Relations Index
Source domain profile · Other observed source

probioticscience.org in the Machine Relations Index

probioticscience.org appeared as a cited source in 2 of 38,145 monitored answer runs (under 0.01%) from May 10, 2026 to November 10, 2026.

Self-description

How the site describes itself

Probiotic Science reviews studies by strain, explaining reported outcomes and evidence limits with links to the original papers.

probioticscience.org describes itself this way in the description tag on its homepage, read on November 10, 2026. It is the source's own wording, quoted as found, not a finding of this Index.

Citation rateunder 0.01%

2 cited runs of 38,145 observed answer runs.

Days cited1/178

Days with a citation, of the 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: 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.

CategoryQuestion shapeStateCited runsObserved runsRun datesRateRank populationBadge
Consumer HealthHow buyers choosePublished2302130.66%#225 of 504Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

probioticscience.org was first cited in a monitored answer run on November 4, 2026, in this release's latest month. 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.

MonthCited runsObserved runsRate
November 2026 (to November 10, 2026)23,6620.05%

By answer engine

Which engines cite probioticscience.org

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.

EngineCited runsEngine’s observed runsRate
Claude29,0860.02%
ChatGPT09,0460.00%
Gemini07,3160.00%
Google AI Mode02,1850.00%
Google AI Overviews01,3460.00%
Perplexity09,1660.00%

Since August 31, 2026, probioticscience.org is cited in none of 979 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, probioticscience.org is cited in none of 4,397 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 Consumer Health / How buyers choose

probioticscience.org holds its best segment rank, #225 of 504, in Consumer Health / How buyers choose, at 0.66%. 82 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.

RankSourceSource roleSegment citation rateAgainst this source
#153 of 504oreateai.comAcademic and government source0.99%+0.33 pts
#154 of 504organicconnection.netOther observed source0.99%+0.33 pts
#155 of 504pathtopeptides.comOther observed source0.99%+0.33 pts
#224 of 504probi.comOther observed source0.66%Same rate
#226 of 504puremultivitamins.comOther observed source0.66%Same rate
#407 of 504nationalnutrition.caOther observed source0.33%-0.33 pts
#408 of 504naturesbounty.comOther observed source0.33%-0.33 pts
#409 of 504nerdbot.comOther observed source0.33%-0.33 pts
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. probioticscience.org, under 0.01% citation rate, 2 of 38,145 monitored answer runs, 2026-05-10 to 2026-11-10. Release mri_score_v2.1+2026-11-10+32349d1896b9. CC BY 4.0. https://machinerelations.ai/index/domains/probioticscience.org
APA
Parrott, J. (2026). probioticscience.org in the Machine Relations Index (Version mri_score_v2.1+2026-11-10+32349d1896b9) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/probioticscience.org https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mriprobioticscienceorg,
  author = {Parrott, Jaxon},
  title = {probioticscience.org in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-10+32349d1896b9},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/probioticscience.org},
  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 10, 2026. The observation window runs May 10, 2026 to November 10, 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.

probioticscience.org in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 38,145 runs), Nov 10, 2026 release. Machine Relations Research.

HTML

<a href="https://machinerelations.ai/index/domains/probioticscience.org"><img src="https://machinerelations.ai/index/domains/probioticscience.org/badge.svg" alt="probioticscience.org in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 38,145 runs), Nov 10, 2026 release. Machine Relations Research." width="385" height="64"></a>

Markdown

[![probioticscience.org in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 38,145 runs), Nov 10, 2026 release. Machine Relations Research.](https://machinerelations.ai/index/domains/probioticscience.org/badge.svg)](https://machinerelations.ai/index/domains/probioticscience.org)