Machine Relations Index

Source domain profile · Other observed source

gearbiking.com in the Machine Relations Index

gearbiking.com appeared as a cited source in 2 of 36,189 monitored answer runs (under 0.01%) from May 10, 2026 to November 5, 2026.

Citation rateunder 0.01%

2 cited runs of 36,189 observed answer runs.

Days cited1/173

Days with a citation, of the 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: 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
Physical Consumer ProductsHow buyers choosePublished212981.55%#80 of 188Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

gearbiking.com 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 5, 2026)21,7060.12%

By answer engine

Which engines cite gearbiking.com

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
Perplexity28,6630.02%
ChatGPT08,5450.00%
Claude08,5830.00%
Gemini06,9870.00%
Google AI Mode02,1140.00%
Google AI Overviews01,2970.00%

Since August 31, 2026, gearbiking.com is cited in none of 908 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.

Peers

Nearest sources on Physical Consumer Products / How buyers choose

gearbiking.com holds its best segment rank, #80 of 188, in Physical Consumer Products / How buyers choose, at 1.55%. 38 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
#56 of 188airpurifierranked.comOther observed source2.33%+0.78 pts
#57 of 188cleanairtechnology.ieOther observed source2.33%+0.78 pts
#58 of 188Daily PeterEditorial publication2.33%+0.78 pts
#76 of 188buildwithrise.comOther observed source1.55%Same rate
#81 of 188global-teck.comOther observed source1.55%Same rate
#129 of 188daikin-ce.comOther observed source0.78%-0.77 pts
#130 of 188devices.liveOther observed source0.78%-0.77 pts
#131 of 188digitec.chOther observed source0.78%-0.77 pts
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. gearbiking.com, under 0.01% citation rate, 2 of 36,189 monitored answer runs, 2026-05-10 to 2026-11-05. Release mri_score_v2.1+2026-11-05+66c560c07279. https://machinerelations.ai/index/domains/gearbiking.com. CC BY 4.0.
APA
Parrott, J. (2026). gearbiking.com in the Machine Relations Index (Version mri_score_v2.1+2026-11-05+66c560c07279) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/gearbiking.com https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrigearbikingcom,
  author = {Parrott, Jaxon},
  title = {gearbiking.com in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-05+66c560c07279},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/gearbiking.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 November 5, 2026. The observation window runs May 10, 2026 to November 5, 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.

gearbiking.com in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 36,189 runs), Nov 5, 2026 release. Machine Relations Research.

HTML

<a href="https://machinerelations.ai/index/domains/gearbiking.com"><img src="https://machinerelations.ai/index/domains/gearbiking.com/badge.svg" alt="gearbiking.com in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 36,189 runs), Nov 5, 2026 release. Machine Relations Research." width="385" height="64"></a>

Markdown

[![gearbiking.com in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 36,189 runs), Nov 5, 2026 release. Machine Relations Research.](https://machinerelations.ai/index/domains/gearbiking.com/badge.svg)](https://machinerelations.ai/index/domains/gearbiking.com)