Source domain profile · Other observed source

Tools8020.com in the Machine Relations Index

tools8020.com appeared as a cited source in 1 of 32,187 monitored answer runs (0.00%) from 2026-05-10 to 2026-10-27.

Source site Markdown Public JSON

Citation rate0.00%

1 cited runs of 32,187 observed answer runs.

Days observed1/164

Days cited and 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 · 0.00% across 1/32,187 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 Visibility & GEO	Best tools	Published	1	262	12	0.38%	#563 of 594	Badge

Published segments: 1. Collecting segments: 0.

Citation record

One cited run

tools8020.com has been cited in one monitored answer run, on October 26, 2026, by ChatGPT, in answers to AI Visibility & GEO / Best tools questions. Other sources cited for AI Visibility & GEO questions are on the AI Visibility & GEO sources page.

Peers

Nearest sources on AI Visibility & GEO / Best tools

Tools8020.com holds its best segment rank, #563 of 594, in AI Visibility & GEO / Best tools, at 0.38%. 288 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
#294 of 594	Ultrascout.ai	Other observed source	0.76%	+0.38 pts
#295 of 594	Unveilrai.com	Other observed source	0.76%	+0.38 pts
#296 of 594	Visibili.ai	Other observed source	0.76%	+0.38 pts
#297 of 594	Visibility.so	Other observed source	0.76%	+0.38 pts
#298 of 594	Wboc.com	Other observed source	0.76%	+0.38 pts
#299 of 594	Webfx.com	Other observed source	0.76%	+0.38 pts
#561 of 594	Toolhunt.eu	Other observed source	0.38%	Same rate
#565 of 594	Topcited.ai	Other observed source	0.38%	Same rate

Cite this

Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Tools8020.com (tools8020.com), 0.00% citation rate, 1 of 32,187 monitored answer runs, 2026-05-10 to 2026-10-27. Release mri_score_v2.1+2026-10-27+06e001ee9f9a. https://machinerelations.ai/index/domains/tools8020.com. CC BY 4.0.

APA

Parrott, J. (2026). Tools8020.com (tools8020.com) in the Machine Relations Index (Version mri_score_v2.1+2026-10-27+06e001ee9f9a) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/tools8020.com https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mritools8020com,
  author = {Parrott, Jaxon},
  title = {Tools8020.com (tools8020.com) in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-10-27+06e001ee9f9a},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/tools8020.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 October 27, 2026. The observation window runs May 10, 2026 to October 27, 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/tools8020.com"><img src="https://machinerelations.ai/index/domains/tools8020.com/badge.svg" alt="Tools8020.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 32,187 runs · Collecting. Machine Relations Research." width="445" height="64"></a>

Markdown

[![Tools8020.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 32,187 runs · Collecting. Machine Relations Research.](https://machinerelations.ai/index/domains/tools8020.com/badge.svg)](https://machinerelations.ai/index/domains/tools8020.com)