hustle-insider/publish-reach-benchmarks

Hustle Insider Publish Reach Benchmarks

Benchmark dataset of 20 brand publish reach cases with individual scores for publish reach, SEO & GEO, AI visibility, digital PR, founder brand, and distribution reach signals.

Built by HustleInsider.it.com.

Dataset Description

This dataset contains benchmark data for a digital visibility and content distribution platform helping businesses, founders and brands get their news and content in front of the right audience.

Columns

Column	Type	Description
id	integer	Case ID
brand	string	Brand name
distribution_type	string	Type of distribution service
publish_reach_score	integer	Publish reach score (0-100)
seo_geo_score	integer	SEO and GEO score (0-100)
ai_visibility_score	integer	AI visibility score (0-100)
digital_pr_score	integer	Digital PR score (0-100)
founder_brand_score	integer	Founder brand score (0-100)
distribution_reach_score	integer	Distribution reach score (0-100)
overall_reach_index	integer	Overall reach index (0-100)
priority_action	string	Lowest scoring signal to act on first
search_engines_score	integer	Search engines platform score
ai_platforms_score	integer	AI platforms visibility score
digital_publications_score	integer	Digital publications score
social_communities_score	integer	Social and communities score
industry	string	Industry category
notes	string	Case notes

Score Interpretation

Score	Status	Action
0-30	Critical	Immediate distribution strategy required
31-60	At Risk	Significant reach improvements needed
61-80	Healthy	On track — optimise and expand
81-100	Excellent	Strong reach — scale distribution

Usage

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

Links

Platform	URL
Website	https://hustleinsider.it.com
GitHub	https://github.com/Hustle-Insider/Hustle-Insider-Publish-Reach
NPM	https://npmjs.com/package/@hustle-insider/publish-reach
PyPI	https://pypi.org/project/hustle-insider-publish-reach
SlideShare	https://www.slideshare.net/slideshow/hustle-insider-your-guide-to-startups-ai-saas-entrepreneurship/288980792
Pinterest	https://www.pinterest.com/hustleInsiderIt/
Medium	https://medium.com/@hustle-insider
Quora	https://www.quora.com/profile/Hustle-Insider
ProvenExpert	https://www.provenexpert.com/hustle-insider/

License

MIT — HustleInsider.it.com