Source domain profile · Other observed source

Pimberly.com in the Machine Relations Index

pimberly.com appeared as a cited source in 2 of 32,187 monitored answer runs (0.01%) from 2026-05-10 to 2026-10-27.

Self-description

How the site describes itself

Pimberly PIM - the leading enterprise Product Information Management platform. Drive amazing product experiences with quality product data.

pimberly.com describes itself this way in the description tag on its homepage, read on October 21, 2026. It is the source's own wording, quoted as found, not a finding of this Index.

Citation rate0.01%

2 cited runs of 32,187 observed answer runs.

Days observed1/164

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 · 0.01% across 2/32,187 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
Enterprise Software	Best tools	Published	2	208	11	0.96%	#179 of 297	Badge

Published segments: 1. Collecting segments: 0.

Citation history

Cited runs month by month

pimberly.com was first cited in a monitored answer run on October 15, 2026, with cited runs in 1 of the 1 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
October 2026 (to 2026-10-27)	2	14,200	0.01%

By answer engine

Which engines cite Pimberly.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.

Engine	Cited runs	Engine’s observed runs	Rate
Perplexity	2	7,513	0.03%
ChatGPT	0	7,400	0.00%
Claude	0	7,433	0.00%
Gemini	0	6,711	0.00%
Google AI Mode	0	1,930	0.00%
Google AI Overviews	0	1,200	0.00%

Peers

Nearest sources on Enterprise Software / Best tools

Pimberly.com holds its best segment rank, #179 of 297, in Enterprise Software / Best tools, at 0.96%. 59 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
#124 of 297	Ithome.com.tw	Other observed source	1.44%	+0.48 pts
#125 of 297	Jobinandjismi.com	Other observed source	1.44%	+0.48 pts
#126 of 297	Medium	Community and social platform	1.44%	+0.48 pts
#177 of 297	Netlify.app	Other observed source	0.96%	Same rate
#181 of 297	Qontak.com	Other observed source	0.96%	Same rate
#260 of 297	Proprofsdesk.com	Other observed source	0.48%	-0.48 pts
#261 of 297	Psu.edu	Academic and government source	0.48%	-0.48 pts
#262 of 297	Questionbase.com	Other observed source	0.48%	-0.48 pts

Cite this

Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Pimberly.com (pimberly.com), 0.01% citation rate, 2 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/pimberly.com. CC BY 4.0.

APA

Parrott, J. (2026). Pimberly.com (pimberly.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/pimberly.com https://doi.org/10.5281/zenodo.23652423

BibTeX

@misc{parrott2026mripimberlycom,
  author = {Parrott, Jaxon},
  title = {Pimberly.com (pimberly.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/pimberly.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/pimberly.com"><img src="https://machinerelations.ai/index/domains/pimberly.com/badge.svg" alt="Pimberly.com in the Machine Relations Index: 0.01% cited in monitored answer runs, 2 of 32,187 runs · Collecting. Machine Relations Research." width="435" height="64"></a>

Markdown

[![Pimberly.com in the Machine Relations Index: 0.01% cited in monitored answer runs, 2 of 32,187 runs · Collecting. Machine Relations Research.](https://machinerelations.ai/index/domains/pimberly.com/badge.svg)](https://machinerelations.ai/index/domains/pimberly.com)