id int64 1 20 | keyword stringlengths 16 29 | intent stringclasses 3
values | ai_overview_pct int64 12 95 | avg_word_count int64 1.2k 3.4k | paa_count int64 2 10 | content_gap_score int64 28 60 | top_format stringlengths 11 23 | serp_feature_score int64 63 88 | category stringlengths 3 19 | notes stringlengths 14 28 |
|---|---|---|---|---|---|---|---|---|---|---|
1 | best seo analysis tool 2026 | informational | 92 | 2,840 | 8 | 38 | Listicle + Table | 74 | SEO Tools | High AI Overview presence |
2 | buy seo software | transactional | 12 | 1,400 | 3 | 55 | Product Page + Schema | 82 | SEO Tools | Strong transactional signals |
3 | seo tool comparison | commercial | 65 | 2,200 | 6 | 45 | Comparison + Review | 68 | SEO Tools | Review-heavy SERP |
4 | what is serp analysis | informational | 95 | 3,100 | 10 | 30 | Guide + Definition | 78 | Education | FAQ-heavy intent |
5 | serp checker free | commercial | 58 | 1,900 | 5 | 48 | Tool Review + CTA | 72 | SEO Tools | Mixed commercial intent |
6 | best keyword research tool | informational | 88 | 2,600 | 7 | 42 | Listicle + Comparison | 76 | Keyword Research | Strong informational SERP |
7 | keyword difficulty checker | commercial | 70 | 2,100 | 6 | 40 | Tool Review | 65 | Keyword Research | Commercial with info intent |
8 | local seo ranking factors | informational | 85 | 3,200 | 9 | 35 | Guide + Checklist | 80 | Local SEO | PAA-heavy SERP |
9 | featured snippet optimization | informational | 90 | 2,900 | 8 | 32 | How-To + List | 77 | SERP Features | AI Overview dominant |
10 | content gap analysis tool | commercial | 60 | 2,000 | 5 | 50 | Comparison + Review | 70 | Content Strategy | Mixed intent signals |
11 | google ai overview seo | informational | 94 | 3,000 | 10 | 28 | News + Guide | 85 | AI SEO | Emerging topic |
12 | competitor keyword analysis | commercial | 55 | 2,300 | 6 | 44 | Tool Comparison | 67 | Competitor Analysis | Review format dominant |
13 | serp features tracker | commercial | 48 | 1,800 | 4 | 52 | Tool Review | 63 | SERP Features | Commercial intent |
14 | search intent classification | informational | 87 | 2,700 | 8 | 36 | Guide + Examples | 74 | Search Intent | Educational SERP |
15 | people also ask optimization | informational | 91 | 2,500 | 9 | 33 | How-To + FAQ | 79 | PAA | Strong PAA presence |
16 | content depth seo | informational | 83 | 3,400 | 8 | 30 | Long-form Guide | 76 | Content SEO | Long-form dominant |
17 | ranking signal analysis | informational | 80 | 2,800 | 7 | 38 | Technical Guide | 72 | Ranking Signals | Technical SERP |
18 | buy seo audit tool | transactional | 15 | 1,200 | 2 | 60 | Product + Pricing | 88 | SEO Tools | Pure transactional |
19 | seo competitor research | commercial | 62 | 2,100 | 5 | 46 | Comparison + Case Study | 69 | Competitor Analysis | Case study format |
20 | topical authority seo | informational | 89 | 3,100 | 9 | 31 | Expert Guide | 78 | Content Strategy | Authority-focused SERP |
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 | Analysis ID |
| keyword | string | Target keyword analyzed |
| intent | string | Search intent type |
| ai_overview_pct | integer | AI Overview presence percentage |
| avg_word_count | integer | Average word count of top pages |
| paa_count | integer | Number of People Also Ask questions |
| content_gap_score | integer | Content gap score (0-100) |
| top_format | string | Top content format detected |
| serp_feature_score | integer | Overall SERP feature score (0-100) |
| category | string | Keyword category |
| notes | string | Analysis notes |
Intent Types
| Intent | Description | Avg Word Count |
|---|---|---|
| informational | Users seeking information | 2,840 words |
| commercial | Users comparing options | 2,200 words |
| transactional | Users ready to purchase | 1,400 words |
| navigational | Users seeking specific site | 800 words |
Usage
import pandas as pd
df = pd.read_csv("serp_benchmarks.csv")
print(df.head())
Links
License
MIT — SERPChecker.fyi
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