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serp-fyi/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.

sourceHugging Facemitupdated 3mo agoView on Hugging Face
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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

ColumnTypeDescription
idintegerAnalysis ID
keywordstringTarget keyword analyzed
intentstringSearch intent type
aioverviewpctintegerAI Overview presence percentage
avgwordcountintegerAverage word count of top pages
paa_countintegerNumber of People Also Ask questions
contentgapscoreintegerContent gap score (0-100)
top_formatstringTop content format detected
serpfeaturescoreintegerOverall SERP feature score (0-100)
categorystringKeyword category
notesstringAnalysis notes

Intent Types

IntentDescriptionAvg Word Count
informationalUsers seeking information2,840 words
commercialUsers comparing options2,200 words
transactionalUsers ready to purchase1,400 words
navigationalUsers seeking specific site800 words

Usage

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

Links

PlatformURL
Websitehttps://serpchecker.fyi
GitHubhttps://github.com/serp-fyi/SERP-Checker-Tool
NPMhttps://npmjs.com/package/@serp-fyi/serp-checker-tool
Kagglehttps://kaggle.com/datasets/serpfyi/serp-checker-benchmarks

License

MIT — SERPChecker.fyi