serp-analysis

Analyzes SERP features, ranking patterns, search intent, and difficulty for a target query.

Updated Jul 2, 2026
One-click install
npx skills add https://github.com/qaz26688442/bo-car --skill serp-analysis-qaz26688442
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: serp-analysis
Source: https://github.com/qaz26688442/bo-car/tree/main/.agents/skills/serp-analysis
Command: npx skills add https://github.com/qaz26688442/bo-car --skill serp-analysis-qaz26688442

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? It removes the guesswork from deciding whether and how to rank for a keyword by turning a live or provided search results page into an evidence-backed brief covering features, competitors, intent, and difficulty. ## Core Features & Use Cases - SERP Composition Mapping: Documents AI Overviews, featured snippets, People Also Ask, ads, local packs, video carousels, and other features with placement and opportunity notes. - Ranking Pattern & Intent Analysis: Profiles top-10 results for authority, format, freshness, and on-page factors, then names the dominant search intent with evidence. - True Difficulty Scoring: Computes a weighted 0-100 difficulty score (top-10 authority, links, content quality, backlinks, SERP stability) with per-site-stage fit advice. - Use Case: Before writing content for "how to start a podcast", run this Skill to see that the SERP demands a 5,000+ word guide, 500+ backlinks, and a snippet-optimized step list, then pivot to an easier long-tail variant. ## Quick Start Ask the agent to analyze the SERP for your target keyword, including your location, device, and language.

Frequently Asked Questions about serp-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze the SERP for a keyword before writing content?▼

Provide the target keyword plus location, language, and device, and the Skill maps SERP features, profiles the top-10 results, determines search intent, and scores difficulty. It outputs a prioritized brief with content requirements and a recommended outline.

What SERP features does this analysis cover?▼

It covers AI Overviews, featured snippets, People Also Ask, knowledge panels, image and video packs, local packs, shopping results, sitelinks, and related searches. Each feature is documented with its placement and a strategy for winning it.

How is keyword difficulty calculated in SERP analysis?▼

Difficulty is a weighted 0-100 score: top-10 authority 25%, page authority and links 20%, content quality bar 20%, backlinks required 20%, and SERP stability 15%. A score is only emitted when all applicable inputs are available, otherwise it is marked NOT_SCORED.

Can I analyze a SERP without paid SEO tools?▼

Yes. The Skill supports keyless live SERP pulls through Firecrawl's free tier and Tavily for a second independent result set. Without any tools, you can supply SERP screenshots or top-10 URLs and search context manually.

When should I use keyword research instead of SERP analysis?▼

Use keyword research for demand discovery and finding new keyword opportunities. Use SERP analysis after you have a specific query and need to understand its ranking landscape, features, intent, and realistic difficulty.