1 cited runs of 34,788 observed answer runs.
Source domain profile · Vendor-owned source
Piperocket.digital in the Machine Relations Index
piperocket.digital appeared as a cited source in 1 of 34,788 monitored answer runs (0.00%) from 2026-05-10 to 2026-11-01.
Self-description
How the site describes itself
B2B SaaS marketing agency built for pipeline, not vanity traffic. Senior SaaS SEO, SaaS PPC, and MarOps operators embedded in your team. 70+ brands shipped.
piperocket.digital describes itself this way in the description tag on its homepage, read on September 22, 2026. It is the source's own wording, quoted as found, not a finding of this Index.
Days cited and days observed in the current release window.
Gemini. This is an observed-engine list, not a per-engine rate.
MRI confidence is not an Answer-Source Fidelity grade.
Standing
Population ranks from the public release
- Public standing
- collecting · 0.00% across 1/34,788 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 | Is it worth it | Published | 1 | 284 | 12 | 0.35% | #559 of 684 | Badge |
Published segments: 1. Collecting segments: 0.
Citation record
One cited run
piperocket.digital has been cited in one monitored answer run, on October 4, 2026, by Gemini, in answers to AI Visibility & GEO / Is it worth it questions. Other sources cited for AI Visibility & GEO questions are on the AI Visibility & GEO sources page.
Peers
Nearest sources on AI Visibility & GEO / Is it worth it
Piperocket.digital holds its best segment rank, #559 of 684, in AI Visibility & GEO / Is it worth it, at 0.35%. 363 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 |
|---|---|---|---|---|
| #277 of 684 | The News & Observer | Editorial publication | 0.70% | +0.35 pts |
| #278 of 684 | Nightwatch.io | Other observed source | 0.70% | +0.35 pts |
| #279 of 684 | Nogood.io | Vendor-owned source | 0.70% | +0.35 pts |
| #280 of 684 | Nutshell.com | Other observed source | 0.70% | +0.35 pts |
| #281 of 684 | Oncited.net | Other observed source | 0.70% | +0.35 pts |
| #282 of 684 | Onrec.com | Other observed source | 0.70% | +0.35 pts |
| #558 of 684 | Pinnacletechnologies.ai | Other observed source | 0.35% | Same rate |
| #562 of 684 | Prominara.com | Other observed source | 0.35% | Same rate |
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Piperocket.digital (piperocket.digital), 0.00% citation rate, 1 of 34,788 monitored answer runs, 2026-05-10 to 2026-11-01. Release mri_score_v2.1+2026-11-01+0542f5da373e. https://machinerelations.ai/index/domains/piperocket.digital. CC BY 4.0.Parrott, J. (2026). Piperocket.digital (piperocket.digital) in the Machine Relations Index (Version mri_score_v2.1+2026-11-01+0542f5da373e) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/piperocket.digital https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mripiperocketdigital,
author = {Parrott, Jaxon},
title = {Piperocket.digital (piperocket.digital) in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-01+0542f5da373e},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/domains/piperocket.digital},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this profile measures
Published November 1, 2026. The observation window runs May 10, 2026 to November 1, 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.htmlimport 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/piperocket.digital"><img src="https://machinerelations.ai/index/domains/piperocket.digital/badge.svg" alt="Piperocket.digital in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 34,788 runs · Collecting. Machine Relations Research." width="455" height="64"></a>Markdown
[](https://machinerelations.ai/index/domains/piperocket.digital)