datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
searcharena_gpt4.1_mini_serper_rubricsgita-verse-qna-datasetcomp-serp-data-v2
Comprehensive SERP Data (v2)
A reproducible dataset for studying how news-derived search terms propagate through multiple search engines, and how technical/content/accessibility signals vary across ranked results.
This repository contains:
the query/keyword seeds,
SERP indexing outputs,
the derived feature dataset used for analysis,
and documentation reports describing acceptance, outliers, and dataset health.
What’s inside (high level)
Core inputs… See the full description on the dataset page: https://huggingface.co/datasets/goker/comp-serp-data-v2.serp-checker-benchmarks
SERP Checker Benchmarks
Benchmark dataset of 20 SERP analyses with intent classification, AI Overview presence, content gap scores, and SERP feature scores.
Built by SERPChecker.fyi powered by BHMarketer.
Dataset Description
This dataset contains benchmark data for analyzing search results — uncovering intent signals, SERP features, content gaps, and competitor patterns that drive rankings.
Columns
Column
Type
Description
id
integer… See the full description on the dataset page: https://huggingface.co/datasets/serp-fyi/serp-checker-benchmarks.inspect_frames_jan_serpserp-intelligence-benchmarks
SERP Intelligence Benchmarks
Benchmark dataset of 20 SERP intelligence cases with individual scores for SERP visibility, search intent, ranking pattern, competitor visibility, SERP feature, and content opportunity signals.
Built by SERPChecker.fyi.
Dataset Description
This dataset contains benchmark data for a research focused SERP intelligence framework helping SEO researchers, content strategists, and digital marketers analyze search results, understand ranking… See the full description on the dataset page: https://huggingface.co/datasets/serpchecker-fyi/serp-intelligence-benchmarks.serp-fyi-tools-directory
serp.fyi — Tools Directory Dataset
Complete directory of serp.fyi SERP Intelligence and AI Visibility tools with metadata, keywords, and categorization.
Built by serp.fyi for AI Visibility Optimization (AIVO).
Tools Covered
Tool
URL
SERP Check Tool
https://serp.fyi/serp-check-tool/
AI Visibility Audit
https://serp.fyi/ai-visibility-audit/
Local SEO Audit
https://serp.fyi/local-seo-audit/
Technical SEO Audit
https://serp.fyi/technical-seo-audit/… See the full description on the dataset page: https://huggingface.co/datasets/serp-fyi/serp-fyi-tools-directory.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… See the full description on the dataset page: https://huggingface.co/datasets/serpaudit-fyi/serp-audit-benchmarks.searcharena_source_input_gpt5_serpergita-verse-datasettop_SERP_blog_articles_datasetcheck_serp_devimage-to-text-ocr-serp-snapshot
Image-to-Text OCR SERP Snapshot
An English-language, US Google organic-results snapshot for image to text converter, collected on 2026-09-22.
Files
image-to-text-ocr-serp-snapshot.csv is the machine-readable row-by-row dataset.
comparison.md is the same comparison as a readable Markdown table with methodology and limitations.
How to read the dataset
Each row is one result. The classification column distinguishes the Android app-store listing from… See the full description on the dataset page: https://huggingface.co/datasets/phoenix11000/image-to-text-ocr-serp-snapshot.