Serp Analysis
ListedAnalyzes Google Search Results Pages to extract key data points like rankings, snippets, and competitor insights.
Install on your platform
serp-analysis. SKILL.md has no name/description frontmatter, so the skills CLI skips it.We check each listing against its upstream repository with the rules the skills CLI uses, last on 2026-09-28. We don't show a command we know will fail.
What we know about this skill
Publisher
aaron-he-zhu
Taken from the source listing. We haven't verified who controls this account.
Install target
Live repository
Not pinned. Installing fetches whatever the repository holds at the time you run the command.
Automated safety checks
This skill failed 1 of 6 checks. A failure is not proof of bad intent; it means something in the code needs a human to look at it before you run it.
Declares what it does: failed
SKILL.md has no YAML frontmatter, so it declares nothing machine-readable.
SKILL.md exists, its frontmatter parses, and it declares a name and a description.
No undeclared network calls: passed
Makes no network calls.
Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.
No obfuscated payloads: passed
No encoded or obfuscated payloads.
No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.
No credential access: passed
Reads no keys, tokens, keychains or credential files.
Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.
No pipe-to-shell installers: passed
No pipe-to-shell or download-and-run installers.
No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.
Pinned to a commit: passed
Scanned aaron-he-zhu/seo-geo-claude-skills at 3a1578a63c.
The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.
- Commit
- 3a1578a63c
- Manifest
- research/serp-analysis/SKILL.md
- Scanned
- 1 file, 16 lines
About this skill
What it does
The serp-analysis skill allows AI agents to analyze search engine results pages (SERPs). It can extract key information such as titles, descriptions, URLs, and featured snippets from Google's search results. This enables the agent to gather competitive intelligence or summarize information found online.
When to use it
- Competitive Analysis: Understand what keywords competitors are ranking for and analyze their strategies.
- Content Research: Identify popular content related to a specific topic by examining top-ranking articles.
- Summarization: Quickly extract the core findings from multiple search results on a particular subject.
- Trend Identification: Monitor changes in SERP rankings over time to identify emerging trends.
Key capabilities
- Extracts titles, descriptions, and URLs from Google's search results.
- Identifies featured snippets within the SERPs.
- Provides competitive intelligence insights.
Example prompts
- "Analyze the top 5 search results for 'best running shoes'."
- "What are the key takeaways from the SERP for 'artificial intelligence trends'?"
- "Show me the titles and descriptions of websites ranking for 'sustainable fashion'."
Tips & gotchas
The accuracy of the analysis depends on Google’s current SERP structure, which can change. Results may vary based on location and search settings.