SERP Checker Tool

Analyze search results in real time — uncovering intent signals, SERP features, content gaps, and competitor patterns that drive rankings. Built by SERPChecker.fyi powered by BHMarketer.

Features

• Search Intent Classification — informational, commercial, transactional, navigational
• Competitor Content Analysis — themes, structures, and optimization patterns
• Content Gap Detection — missing topics, questions, entities, and subtopics
• SERP Feature Tracking — AI Overviews, Featured Snippets, PAA boxes, videos, local results
• Topical Coverage Evaluation — depth comparison against top-ranking competitors
• Ranking Pattern Detection — content length, heading structure, entity mentions, schema types
• CLI support in Node.js and Python
• Benchmark dataset included (20 SERP analyses)
• Lightweight, publish-ready, minimal dependencies

Quick Start

Node.js

npm install @serp-fyi/serp-checker-tool
npx serp-checker "best seo analysis tool 2026" informational

Python

pip install serp-fyi-checker
python -m checker "best seo analysis tool 2026" informational

Output

Keyword: best seo analysis tool 2026
Dominant Intent: Informational
AI Overview Present: Yes — 92%
Avg. Word Count: 2,840 words
People Also Ask: 8 questions
Content Gap Score: 38 / 100
Top Content Format: Listicle + Table
SERP Feature Score: 74/100

Project Structure

SERP-Checker-Tool/
├── index.ts              # TypeScript checker
├── checker.py            # Python checker
├── package.json          # NPM package config
├── package-lock.json     # NPM lock file
├── tsconfig.json         # TypeScript config
├── schema.json           # JSON-LD structured data
├── zenodo.json           # Zenodo metadata
├── heartbeat.txt         # Auto-updated daily
├── mkdocs.yml            # ReadTheDocs config
├── .readthedocs.yaml     # ReadTheDocs build config
├── docs/
│   ├── index.md          # Documentation
│   └── requirements.txt  # Docs dependencies
├── dataset/
│   └── serp_benchmarks.csv
├── kaggle/
│   └── notebook.ipynb
├── .github/workflows/
│   ├── heartbeat.yml     # Auto-commit daily
│   └── npm-publish.yml   # Auto-publish to NPM
├── README.md
└── LICENSE

SERP Signal Categories

| Signal | Description | |--------|-------------| | Search Intent | Informational, Commercial, Transactional, Navigational | | Competitor Insights | Themes, structures, optimization patterns | | Content Gaps | Missing topics, questions, entities, subtopics | | SERP Features | AI Overviews, Featured Snippets, PAA, videos, local | | Topical Coverage | Depth vs top-ranking competitors | | Ranking Patterns | Content length, headings, entities, schema |

Intent Distribution

| Intent | Frequency | |--------|-----------| | Informational | 48% | | Commercial | 31% | | Transactional | 14% | | Navigational | 7% |

Parameters

| Parameter | Type | Options | Description | |-----------|------|---------|-------------| | keyword | string | any keyword | Target keyword to analyze | | intent | string | informational, commercial, transactional, navigational | Search intent type |

Output Fields

| Field | Description | |-------|-------------| | keyword | Target keyword analyzed | | dominant_intent | Classified search intent | | ai_overview | AI Overview presence percentage | | avg_word_count | Average word count of top pages | | paa_count | Number of People Also Ask questions | | content_gap_score | Content gap score (0–100) | | top_format | Top content format detected | | serp_feature_score | Overall SERP feature score (0–100) |

Keywords

SERP Analysis · Search Intent Classification · Content Gap Detection · SERP Features · Competitor Analysis · SERPChecker · BHMarketer · AI Visibility · SEO Tool

Links

| Platform | URL | |----------|-----| | Website | https://serpchecker.fyi | | GitHub | https://github.com/serp-fyi/SERP-Checker-Tool | | GitHub Pages | https://serp-fyi.github.io/SERP-Checker-Tool/ | | NPM | https://npmjs.com/package/@serp-fyi/serp-checker-tool | | Hugging Face | https://huggingface.co/datasets/serp-fyi/serp-checker-benchmarks | | Kaggle | https://kaggle.com/datasets/serpfyi/serp-checker-benchmarks | | Zenodo | https://zenodo.org/records/XXXXXXX | | Docs | https://serp-checker-tool.readthedocs.io |

About SERPChecker.fyi

SERPChecker.fyi analyzes search results in real time — uncovering intent signals, SERP features, content gaps, and competitor patterns that drive rankings. Powered by BHMarketer.

License

MIT — SERPChecker.fyi