Datasets:

pressrelease-fyi
/

distribution-benchmarks

id int64 1 20	release_title stringlengths 13 27	channel stringclasses 6 values	release_quality_score int64 80 92	media_match_score int64 80 88	distribution_reach_score int64 82 90	publication_rate_score int64 78 88	syndication_score int64 80 92	ai_visibility_score int64 78 90	overall_distribution_index int64 80 88	priority_action stringclasses 4 values	newswire_score int64 80 92	media_outlets_score int64 80 88	online_pr_score int64 82 90	ai_platforms_score int64 78 90	industry stringlengths 3 13	notes stringlengths 17 33
1	Product Launch Announcement	newswire	90	84	88	80	92	84	86	Publication Rate	90	84	88	84	Technology	Major product launch distribution
2	Quarterly Earnings Report	media-outlets	88	86	84	82	88	80	85	AI Visibility	88	86	84	80	Finance	Financial media targeting
3	Partnership Announcement	online-pr	86	82	88	80	86	84	84	Publication Rate	86	82	88	84	B2B	Strategic partnership release
4	Award Recognition	newswire	84	80	84	82	88	82	83	Media Match	84	80	84	82	General	Industry award press release
5	Leadership Appointment	media-outlets	88	84	82	80	86	82	84	Publication Rate	88	84	82	82	Corporate	C-suite appointment release
6	Research Publication	industry-press	86	88	84	78	84	82	84	Publication Rate	86	88	84	82	Research	Academic research distribution
7	Event Announcement	regional-press	82	80	84	80	82	78	81	AI Visibility	82	80	84	78	Events	Regional event press release
8	Product Update	newswire	88	82	86	80	90	84	85	Publication Rate	88	82	86	84	Technology	Software update announcement
9	CSR Initiative	online-pr	84	80	82	78	84	82	82	Publication Rate	84	80	82	82	Nonprofit	Corporate social responsibility
10	Funding Announcement	newswire	92	86	90	82	92	86	88	Publication Rate	92	86	90	86	Startup	Series funding press release
11	Market Research Report	industry-press	86	88	84	80	84	82	84	Publication Rate	86	88	84	82	Research	Industry research distribution
12	Brand Rebrand	newswire	88	84	86	80	88	84	85	Publication Rate	88	84	86	84	Marketing	Brand identity announcement
13	Crisis Response	media-outlets	84	82	82	86	80	80	82	Syndication	84	82	82	80	Corporate	Reactive crisis PR
14	Acquisition Announcement	newswire	90	86	88	82	90	84	87	Publication Rate	90	86	88	84	Finance	M&A press release
15	Product Recall	media-outlets	86	84	84	88	80	78	83	AI Visibility	86	84	84	78	Manufacturing	Recall announcement distribution
16	Industry Report	industry-press	84	88	82	78	84	82	83	Publication Rate	84	88	82	82	Research	Sector analysis release
17	Technology Partnership	online-pr	88	84	86	80	86	84	85	Publication Rate	88	84	86	84	Technology	Tech integration announcement
18	Community Initiative	regional-press	80	80	82	78	80	78	80	Publication Rate	80	80	82	78	Nonprofit	Local community press release
19	AI Product Launch	ai-platforms	88	84	88	80	88	90	86	Publication Rate	88	84	88	90	Technology	AI-first distribution strategy
20	Annual Report	media-outlets	86	84	84	82	86	80	84	AI Visibility	86	84	84	80	Corporate	Annual company report release

PressRelease Distribution Engine Benchmarks

Benchmark dataset of 20 press release distribution cases with individual scores for release quality, media match, distribution reach, publication rate, syndication, and AI visibility across 6 distribution channels.

Built by PressRelease.fyi.

Dataset Description

This dataset contains benchmark data for the PressRelease Distribution Engine — a software toolkit for preparing, organizing, and managing press release distribution workflows.

Columns

Column	Type	Description
id	integer	Case ID
release_title	string	Press release title
channel	string	Primary distribution channel
release_quality_score	integer	Release content quality score (0-100)
media_match_score	integer	Media targeting match score (0-100)
distribution_reach_score	integer	Distribution reach score (0-100)
publication_rate_score	integer	Publication and pickup rate score (0-100)
syndication_score	integer	Syndication breadth score (0-100)
ai_visibility_score	integer	AI platform visibility score (0-100)
overall_distribution_index	integer	Overall distribution index (0-100)
priority_action	string	Lowest scoring signal to act on first
newswire_score	integer	Newswire channel score
media_outlets_score	integer	Media outlets channel score
online_pr_score	integer	Online PR channel score
ai_platforms_score	integer	AI platforms channel score
industry	string	Industry category
notes	string	Distribution notes

Distribution Channels

Channel	Description
newswire	Newswire and press release syndication
media-outlets	Direct journalist and media outreach
online-pr	Online PR platforms
industry-press	Industry-specific publications
regional-press	Regional and local news
ai-platforms	AI search and discovery platforms

Score Interpretation

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

Usage

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

Links

Platform	URL
Website	https://pressrelease.fyi
GitHub	https://github.com/PressRelease-fyi/pressrelease-distribution-engine
NPM	https://npmjs.com/package/@pressrelease-fyi/pressrelease-distribution-engine
PyPI	https://pypi.org/project/pressrelease-distribution-engine
Hugging Face	https://huggingface.co/datasets/pressrelease-fyi/distribution-benchmarks
Quora	https://www.quora.com/profile/Press-Release-Fyi
SlideShare	https://www.slideshare.net/slideshow/pressrelease-fyi-global-press-release-distribution-ai-visibility-platform/289410790
Pinterest	https://www.pinterest.com/pressreleasefyi/
ReviewFoxy	https://www.reviewfoxy.com/reviews/pressrelease.fyi
Medium	https://medium.com/@pressrelease_fyi

License

MIT — PressRelease.fyi

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Number of rows:

Total file size:

8.94 kB