Source domain profile · Other observed source

Radyant.io in the Machine Relations Index

radyant.io appeared as a cited source in 7 of 31,659 monitored answer runs (0.02%) from 2026-05-10 to 2026-10-26.

Self-description

How the site describes itself

Startups, scale-ups and enterprise companies hire us as an extension of their team: specialists who take work off their plate, win in Google, ChatGPT Co. and drive more conversions, from leads to sales.

radyant.io describes itself this way in the description tag on its homepage, read on October 25, 2026. It is the source's own wording, quoted as found, not a finding of this Index.

Citation rate0.02%

7 cited runs of 31,659 observed answer runs.

Days observed5/163

Days cited and days observed in the current release window.

Engine breadth1

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 · 0.02% across 7/31,659 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
AI Visibility & GEO	Problem-first research	Published	7	279	12	2.51%	#32 of 655	Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

radyant.io was first cited in a monitored answer run on September 27, 2026, and most recently on October 26, 2026, with cited runs in 2 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
September 2026	2	4,971	0.04%
October 2026 (to 2026-10-26)	5	13,672	0.04%

By answer engine

Which engines cite Radyant.io

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	7	7,387	0.09%
ChatGPT	0	7,274	0.00%
Claude	0	7,307	0.00%
Gemini	0	6,586	0.00%
Google AI Mode	0	1,912	0.00%
Google AI Overviews	0	1,193	0.00%

Peers

Nearest sources on AI Visibility & GEO / Problem-first research

Radyant.io holds its best segment rank, #32 of 655, in AI Visibility & GEO / Problem-first research, at 2.51%. 9 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
#21 of 655	Facebook.com	Community and social platform	2.87%	+0.36 pts
#22 of 655	Geoscout.pro	Other observed source	2.87%	+0.36 pts
#23 of 655	Impactplus.com	Other observed source	2.87%	+0.36 pts
#31 of 655	Oversearch.ai	Other observed source	2.51%	Same rate
#33 of 655	Search Engine Journal	Editorial publication	2.51%	Same rate
#43 of 655	Howseen.ai	Other observed source	2.15%	-0.36 pts
#44 of 655	Inetventures.com	Other observed source	2.15%	-0.36 pts
#45 of 655	Medium	Community and social platform	2.15%	-0.36 pts

Cite this

Citation

Machine Relations Index (MRI) by Jaxon Parrott, Machine Relations Research — machinerelations.ai. Radyant.io (radyant.io), 0.02% citation rate, 7 of 31,659 monitored answer runs, 2026-05-10 to 2026-10-26. Release mri_score_v2.1+2026-10-26+ff67a630fa8e. https://machinerelations.ai/index/domains/radyant.io. CC BY 4.0.

APA

Parrott, J. (2026). Radyant.io (radyant.io) in the Machine Relations Index (Version mri_score_v2.1+2026-10-26+ff67a630fa8e) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/radyant.io https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mriradyantio,
  author = {Parrott, Jaxon},
  title = {Radyant.io (radyant.io) in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-10-26+ff67a630fa8e},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/radyant.io},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI) by Jaxon Parrott, Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this profile measures

Published October 26, 2026. The observation window runs May 10, 2026 to October 26, 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 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/radyant.io"><img src="https://machinerelations.ai/index/domains/radyant.io/badge.svg" alt="Machine Relations Index (MRI) by Jaxon Parrott, Machine Relations Research — machinerelations.ai. Radyant.io (radyant.io), 0.02% citation rate, 7 of 31,659 monitored answer runs, 2026-05-10 to 2026-10-26. Release mri_score_v2.1+2026-10-26+ff67a630fa8e. https://machinerelations.ai/index/domains/radyant.io. CC BY 4.0." width="481" height="64"></a>

Markdown

[![Machine Relations Index (MRI) by Jaxon Parrott, Machine Relations Research — machinerelations.ai. Radyant.io (radyant.io), 0.02% citation rate, 7 of 31,659 monitored answer runs, 2026-05-10 to 2026-10-26. Release mri_score_v2.1+2026-10-26+ff67a630fa8e. https://machinerelations.ai/index/domains/radyant.io. CC BY 4.0.](https://machinerelations.ai/index/domains/radyant.io/badge.svg)](https://machinerelations.ai/index/domains/radyant.io)