Datasets:

getondigitaljournal
/

digitaljournal-iq-benchmarks

id int64 1 20	article_title stringlengths 22 33	content_type stringclasses 2 values	publication_readiness_score int64 65 92	ai_visibility_score int64 60 88	content_quality_score int64 70 95	discoverability_score int64 63 90	benchmark_score int64 50 85	editorial_standards_score int64 73 96	overall_iq_score int64 64 91	priority_action stringclasses 1 value	chatgpt_score int64 60 88	google_ai_score int64 57 84	perplexity_score int64 62 91	gemini_score int64 55 80	industry stringlengths 4 11	notes stringlengths 14 27
1	Tech Startup Raises $50M Series B	Press Release	85	78	88	82	72	90	83	Benchmark	78	74	80	71	Technology	Strong funding announcement
2	AI Healthcare Platform Launches	Press Release	90	85	92	88	80	95	88	Benchmark	85	81	88	77	Healthcare	Excellent editorial quality
3	Crypto Exchange Lists New Token	Press Release	70	65	75	68	55	78	69	Benchmark	65	62	67	59	Crypto	Needs benchmark improvement
4	Renewable Energy Project Update	Article	82	76	85	80	70	88	80	Benchmark	76	72	78	69	Energy	Healthy content quality
5	E-commerce Platform Expansion	Press Release	78	72	82	75	65	85	76	Benchmark	72	68	74	66	Retail	Good publication readiness
6	Cybersecurity Threat Research	Article	88	84	92	86	78	93	87	Benchmark	84	80	87	76	Security	High AI visibility
7	Real Estate Market Analysis	Article	75	70	80	72	60	82	73	Benchmark	70	67	72	64	Real Estate	Healthy overall
8	Pharmaceutical Drug Trial Results	Press Release	92	88	95	90	85	96	91	Benchmark	88	84	91	80	Healthcare	Near excellent scores
9	Sports Brand Partnership	Press Release	65	60	70	63	50	73	64	Benchmark	60	57	62	55	Sports	At risk benchmark
10	Financial Services Launch	Press Release	80	75	85	78	68	88	79	Benchmark	75	71	77	68	Finance	Strong editorial standards
11	Education Technology Platform	Press Release	85	80	88	82	75	90	83	Benchmark	80	76	82	73	Education	Good AI visibility
12	Automotive EV Announcement	Press Release	78	73	82	76	65	85	77	Benchmark	73	69	75	66	Automotive	Healthy scores
13	Food Industry Innovation	Press Release	72	68	76	70	58	80	71	Benchmark	68	65	70	62	Food	Needs benchmark work
14	Biotech Research Breakthrough	Article	90	86	93	88	82	94	89	Benchmark	86	82	89	78	Biotech	Excellent quality
15	Gaming Platform Update	Press Release	75	70	80	73	62	82	74	Benchmark	70	67	72	64	Gaming	Healthy content
16	Insurance Product Launch	Press Release	82	77	86	80	70	88	81	Benchmark	77	73	79	70	Insurance	Good publication readiness
17	Legal Tech Platform Launch	Press Release	88	83	90	86	78	92	86	Benchmark	83	79	86	76	Legal	High content quality
18	Nonprofit Impact Report	Article	70	66	75	68	55	78	69	Benchmark	66	63	68	60	Nonprofit	At risk benchmark
19	Hospitality Brand Campaign	Press Release	78	74	82	76	65	85	77	Benchmark	74	70	76	67	Hospitality	Healthy overall
20	Climate Technology Initiative	Article	85	80	88	83	75	90	84	Benchmark	80	76	82	73	Environment	Strong AI discoverability

GetonDigitalJournal IQ Benchmarks

Benchmark dataset of 20 Digital Journal article cases with individual scores for publication readiness, AI visibility, content quality, discoverability, benchmark comparison, and editorial standards.

Built by GetonDigitalJournal.com.

Dataset Description

This dataset contains benchmark data for an AI-powered content intelligence platform that analyzes publication readiness, predicts AI visibility, and benchmarks successful Digital Journal articles.

Columns

Column	Type	Description
id	integer	Case ID
article_title	string	Article title
content_type	string	Press Release or Article
publication_readiness_score	integer	Publication readiness score (0-100)
ai_visibility_score	integer	AI visibility score (0-100)
content_quality_score	integer	Content quality score (0-100)
discoverability_score	integer	Discoverability score (0-100)
benchmark_score	integer	Benchmark score (0-100)
editorial_standards_score	integer	Editorial standards score (0-100)
overall_iq_score	integer	Overall IQ score (0-100)
priority_action	string	Lowest scoring signal to act on first
chatgpt_score	integer	ChatGPT visibility score
google_ai_score	integer	Google AI Overviews score
perplexity_score	integer	Perplexity AI score
gemini_score	integer	Gemini AI score
industry	string	Industry category
notes	string	Case notes

Score Interpretation

Score	Status	Action
0-30	Critical	Major revision required
31-60	At Risk	Significant improvements needed
61-80	Healthy	Minor optimizations recommended
81-100	Excellent	Ready to publish

Usage

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

Citation

GetonDigitalJournal.com. (2026). GetonDigitalJournal IQ. Zenodo. https://doi.org/10.5281/zenodo.21401693

Links

Platform	URL
Website	https://getondigitaljournal.com
GitHub	https://github.com/getondigitaljournal/GetonDigitalJournalIQ
NPM	https://npmjs.com/package/@getondigitaljournal/iq
Zenodo	https://doi.org/10.5281/zenodo.21401693

License

MIT — GetonDigitalJournal.com

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