serp-analysis SKILL.md skillA
serp-analysis from sandbaseai/sandbase-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sandbaseai/sandbase-skills/serp-analysis@git:20260813.23df50ePins git:20260813.23df50e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sandbaseai/sandbase-skills
- Path
research/serp-analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260813.23df50e, committed Aug 13, 2026
- Size
- 1,938 bytes
- Repository stars
- 206
- License
- Apache-2.0
Analyze Google search results, SERP features, and organic rankings through SandBase DataForSEO. Use when asked for SERP analysis, Google ranking research, search feature identification, or organic visibility assessment.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# SERP Analysis Google Search Engine Results Page analysis through SandBase. Inspect live organic rankings, identify SERP features, discover related searches, and analyze autocomplete suggestions. Read [the API map](references/sandbase-api-map.md) before selecting a capability. ## Call SandBase capabilities For every selected tool, call `sandbase_describe_tool` first and use only arguments in its current input schema. Then call `sandbase_call_tool` with the exact `tool_name`. ## Operating principles - SERP data is a snapshot — rankings change. Note the observation timestamp. - Distinguish organic results from paid, featured snippets, and other SERP features. - Specify country, language, and device for accurate results. - Use related searches and autocomplete for query expansion research. ## Workflow ### 1. Inspect organic SERP Use `dataforseo_v3_serp_google_organic_live_advanced` to get live organic results for a query. ### 2. Discover related queries Use `dataforseo_v3_serp_google_related_searches_live_advanced` to find related searches. Use `dataforseo_v3_serp_google_autocomplete_live_advanced` for autocomplete suggestions. ## Output …
Read the whole file at its exact version.
How to install
mdr add sandbaseai/sandbase-skills/serp-analysis@sha256:4083d882174382daThe line at the top of this page pins the label git:20260813.23df50e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vrspvyj5msm6pvbs)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1938 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
sandbaseai/sandbase-skills · 206 stars · license Apache-2.0 · pushed 2026-09-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vrspvyj5msm6pvbs GET https://markdownregistry.com/api/v1/resolve?ref=sandbaseai/sandbase-skills/serp-analysis GET https://markdownregistry.com/api/v1/blob/4083d882174382da358dc9ba429cef219827eb73980c092fbc8f5a8f9d62c578
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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