# Automate.org in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/domains/automate.org
Canonical domain: automate.org
Source role: Other observed source
Release mri_score_v2.1+2026-10-29+225b998b091e; methodology mri_score_v2.1; generated 2026-10-29; window 2026-05-10 to 2026-10-29; artifact 490779bb74b4.

automate.org appeared as a cited source in 1 of 33,147 monitored answer runs (0.00%) from 2026-05-10 to 2026-10-29.

## Overall Evidence

- Citation rate: 0.00%
- Cited runs: 1 of 33,147
- Days cited: 1 of 166
- Engine breadth: 1 observed engines (gemini)
- Confidence: Collecting
- Standing: collecting · 0.00% across 1/33,147 observed runs

## Observed Segments

| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Standing |
|---|---|---|---:|---:|---:|---:|---|
| [Deep Tech & Hardware](https://machinerelations.ai/index/categories/deep-tech-hardware) | [Best tools](https://machinerelations.ai/index/categories/deep-tech-hardware/best_x) | published | 1 | 250 | 12 | 0.40% | #303 of 527 |

## Citation Record

automate.org has been cited in one monitored answer run, on October 14, 2026, by Gemini, in answers to Deep Tech & Hardware / Best tools questions. Other sources cited for Deep Tech & Hardware questions: https://machinerelations.ai/index/categories/deep-tech-hardware

## Peers

Automate.org holds its best segment rank, #303 of 527, in Deep Tech & Hardware / Best tools, at 0.40%. 245 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. Leaderboard: https://machinerelations.ai/index/categories/deep-tech-hardware/best_x

| Rank | Source | Source role | Segment citation rate | Against this source |
|---|---|---|---:|---|
| #186 of 527 | [Arduino.cc](https://machinerelations.ai/index/domains/arduino.cc) | Other observed source | 0.80% | +0.40 pts |
| #187 of 527 | [Artificial-intelligence-wiki.com](https://machinerelations.ai/index/domains/artificial-intelligence-wiki.com) | Other observed source | 0.80% | +0.40 pts |
| #188 of 527 | [Ataymuhendislik.com](https://machinerelations.ai/index/domains/ataymuhendislik.com) | Other observed source | 0.80% | +0.40 pts |
| #189 of 527 | [Calmops.com](https://machinerelations.ai/index/domains/calmops.com) | Other observed source | 0.80% | +0.40 pts |
| #190 of 527 | [ChinaBiz Insider](https://machinerelations.ai/index/domains/chinabizinsider.com) | Editorial publication | 0.80% | +0.40 pts |
| #191 of 527 | [Ciaespinoza.com](https://machinerelations.ai/index/domains/ciaespinoza.com) | Other observed source | 0.80% | +0.40 pts |
| #301 of 527 | [Arijolma.org](https://machinerelations.ai/index/domains/arijolma.org) | Other observed source | 0.40% | Same rate |
| #304 of 527 | [Avaq.com](https://machinerelations.ai/index/domains/avaq.com) | Other observed source | 0.40% | Same rate |

## Citation

Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Automate.org (automate.org), 0.00% citation rate, 1 of 33,147 monitored answer runs, 2026-05-10 to 2026-10-29. Release mri_score_v2.1+2026-10-29+225b998b091e. https://machinerelations.ai/index/domains/automate.org. CC BY 4.0.

APA

Parrott, J. (2026). Automate.org (automate.org) in the Machine Relations Index (Version mri_score_v2.1+2026-10-29+225b998b091e) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/automate.org https://doi.org/10.5281/zenodo.23652423

BibTeX

```bibtex
@misc{parrott2026mriautomateorg,
  author = {Parrott, Jaxon},
  title = {Automate.org (automate.org) in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-10-29+225b998b091e},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/automate.org},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}
```

DOI: https://doi.org/10.5281/zenodo.23652423

Citation file: https://machinerelations.ai/CITATION.cff

## Badge

Badge image: https://machinerelations.ai/index/domains/automate.org/badge.svg

[![Automate.org in the Machine Relations Index: 0.00% cited in monitored answer runs, 1 of 33,147 runs · Collecting. Machine Relations Research.](https://machinerelations.ai/index/domains/automate.org/badge.svg)](https://machinerelations.ai/index/domains/automate.org)

The badge is live: it shows the current release, so it changes when the release changes, and it returns 404 if this domain leaves the released population. The link goes to this profile, and the alt text says what the badge shows.

## Use the data

The public JSON is https://machinerelations.ai/data/machine-relations-index.json. The release manifest is https://machinerelations.ai/data/mri-release-manifest.json. The domain CSV is https://huggingface.co/datasets/machine-relations/machine-relations-index/resolve/main/domains.csv. The Zenodo concept DOI is https://doi.org/10.5281/zenodo.23652423.

```bash
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
```

```python
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"])
```

## Public Boundary

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; it does not measure all AI answers, recommendation quality, website traffic, or commercial performance. A citation does not prove source support, and MRI confidence is not an Answer-Source Fidelity grade.

## Related Sources

- [Machine Relations Index](https://machinerelations.ai/index)
- [Public JSON artifact](https://machinerelations.ai/data/machine-relations-index.json)
- [Release manifest](https://machinerelations.ai/data/mri-release-manifest.json)