Machine Relations Index

Source domain profile · Other observed source

1stchoicemechanicalaz.com in the Machine Relations Index

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

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

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 1/32,187 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.

CategoryQuestion shapeStateCited runsObserved runsRun datesRateRank populationBadge
Local ServicesBest toolsPublished115890.63%#152 of 281Badge

Published segments: 1. Collecting segments: 0.

Citation record

One cited run

1stchoicemechanicalaz.com has been cited in one monitored answer run, on October 17, 2026, by Claude, in answers to Local Services / Best tools questions. Other sources cited for Local Services questions are on the Local Services sources page.

Peers

Nearest sources on Local Services / Best tools

1stchoicemechanicalaz.com holds its best segment rank, #152 of 281, in Local Services / Best tools, at 0.63%. 130 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
#99 of 281Abc15.comOther observed source1.27%+0.64 pts
#100 of 281Academyroofinginc.comOther observed source1.27%+0.64 pts
#101 of 281Acca.orgOther observed source1.27%+0.64 pts
#102 of 281Acworksaz.comOther observed source1.27%+0.64 pts
#103 of 281Ars.comOther observed source1.27%+0.64 pts
#104 of 281Arvadaroofing.comOther observed source1.27%+0.64 pts
#148 of 281Thepurplemaids.comOther observed source1.27%+0.64 pts
#153 of 281A-denverroofing.comOther observed source0.63%Same rate
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. 1stchoicemechanicalaz.com (1stchoicemechanicalaz.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/1stchoicemechanicalaz.com. CC BY 4.0.
APA
Parrott, J. (2026). 1stchoicemechanicalaz.com (1stchoicemechanicalaz.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/1stchoicemechanicalaz.com https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mri1stchoicemechanicalazcom,
  author = {Parrott, Jaxon},
  title = {1stchoicemechanicalaz.com (1stchoicemechanicalaz.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/1stchoicemechanicalaz.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.

1stchoicemechanicalaz.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 32,187 runs · Collecting. Machine Relations Research.

HTML

<a href="https://machinerelations.ai/index/domains/1stchoicemechanicalaz.com"><img src="https://machinerelations.ai/index/domains/1stchoicemechanicalaz.com/badge.svg" alt="1stchoicemechanicalaz.com in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 32,187 runs · Collecting. Machine Relations Research." width="516" height="64"></a>

Markdown

[![1stchoicemechanicalaz.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/1stchoicemechanicalaz.com/badge.svg)](https://machinerelations.ai/index/domains/1stchoicemechanicalaz.com)