serpaudit-fyi/serp-audit-benchmarks

SERP Audit Engine Benchmarks

Benchmark dataset of 20 SERP audit cases with individual scores for SEO, Technical SEO, GEO, AI Visibility, Content, and Audit Coverage across Google, ChatGPT, Gemini, and Perplexity.

Built by SERPAudit.fyi.

Dataset Description

This dataset contains benchmark data for an AI-powered SEO and search visibility audit framework helping businesses identify website issues and improve their visibility across traditional search and AI platforms.

Columns

Column	Type	Description
id	integer	Case ID
domain	string	Target domain
audit_type	string	Type of audit run
seo_score	integer	SEO score (0-100)
technical_seo_score	integer	Technical SEO score (0-100)
geo_score	integer	GEO score (0-100)
ai_visibility_score	integer	AI visibility score (0-100)
content_score	integer	Content score (0-100)
audit_coverage_score	integer	Audit coverage score (0-100)
overall_audit_index	integer	Overall audit index (0-100)
priority_action	string	Lowest scoring signal to act on first
google_search_score	integer	Google Search visibility score
chatgpt_score	integer	ChatGPT visibility score
gemini_score	integer	Gemini visibility score
perplexity_score	integer	Perplexity visibility score
industry	string	Industry category
notes	string	Audit notes

AI Platforms Covered

Platform	Coverage
Google Search	Organic, Local, AI Overviews
ChatGPT	Brand and content mention analysis
Gemini	Google AI search visibility
Perplexity	AI answer engine brand presence

Score Interpretation

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

Usage

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

Links

Platform	URL
Website	https://serpaudit.fyi
GitHub	https://github.com/SERPAudit-fyi/serp-audit-engine
NPM	https://npmjs.com/package/@serpaudit-fyi/serp-audit-engine
PyPI	https://pypi.org/project/serp-audit-engine

License

MIT — SERPAudit.fyi