Datasetpublic

deindexing-services/deindexing-automation-benchmarks

Deindexing Automation Engine Benchmarks Benchmark dataset of 20 deindexing automation cases with individual scores for deindex strength, removal rate, review issue handling, reputation health, platform coverage, and workflow efficiency across major removal types and industries. Built by Deindexing.Services. Dataset Description This dataset contains benchmark data for the Deindexing Automation Engine — an automation engine for managing search deindexing, content… See the full description on the dataset page: https://huggingface.co/datasets/deindexing-services/deindexing-automation-benchmarks.

sourceHugging Facemitupdated 14d agoView on Hugging Face

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Dataset Card

Deindexing Automation Engine Benchmarks

![DOI](https://doi.org/10.5281/zenodo.22671557)

Benchmark dataset of 20 deindexing automation cases with individual scores for deindex strength, removal rate, review issue handling, reputation health, platform coverage, and workflow efficiency across major removal types and industries.

Built by Deindexing.Services.

Dataset Description

This dataset contains benchmark data for the Deindexing Automation Engine — an automation engine for managing search deindexing, content removal requests, review issues, and online reputation workflows across major platforms.

Columns

Column	Type	Description
id	integer	Case ID
brand	string	Brand or individual name
workflow	string	Deindexing workflow type
deindex_score	integer	Deindexing request strength score (0-100)
removalratescore	integer	Content removal approval rate (0-100)
reviewissuescore	integer	Review dispute strength score (0-100)
reputation_score	integer	Online reputation health score (0-100)
platformcoveragescore	integer	Platform removal channel coverage (0-100)
workflow_score	integer	Automation workflow efficiency score (0-100)
overallautomationindex	integer	Overall automation index (0-100)
priority_action	string	Lowest scoring signal to act on first
googlesearchscore	integer	Google Search channel score
bingsearchscore	integer	Bing Search channel score
reviewplatformsscore	integer	Review platforms channel score
socialplatformsscore	integer	Social platforms channel score
removal_type	string	Primary content removal type
industry	string	Industry category
notes	string	Workflow notes

Workflow Types

Workflow	Description
search-deindex	Search engine deindexing request automation
content-removal	Content removal request submission and tracking
review-removal	Fake review and review attack dispute workflows
reputation-workflow	Online reputation monitoring and intervention
platform-removal	Platform-specific content removal workflows
full-workflow	Complete deindexing and reputation automation

Score Interpretation

Score	Status	Action
0-30	Critical	Immediate deindexing intervention required
31-60	At Risk	Significant workflow improvements needed
61-80	Healthy	On track — optimise and expand workflows
81-100	Excellent	Strong automation — scale deindexing coverage

Usage

python

import pandas as pd
df = pd.read_csv("deindexing_automation_benchmarks.csv")
print(df.head())

Citation

Deindexing.Services. (2026). Deindexing Automation Engine. Zenodo. https://doi.org/10.5281/zenodo.22671557

Links

Platform	URL
Website	https://deindexing.services
GitHub	https://github.com/deindexing-services/deindexing-automation-engine
NPM	https://npmjs.com/package/@deindexing-services/deindexing-automation-engine
PyPI	https://pypi.org/project/deindexing-automation-engine
Zenodo	https://doi.org/10.5281/zenodo.22671557
Kaggle	https://www.kaggle.com/datasets/deindexingservices/deindexing-automation-benchmarks
Medium	https://medium.com/@deindexing-services
Quora	https://www.quora.com/profile/Deindexing-Services
Pinterest	https://www.pinterest.com/deindexingservies/

License

MIT — Deindexing.Services