Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
A skill your agent uses when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks.
Install Rank Tracker
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-tracker --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .claude/skills/rank-tracker && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .claude/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-trackerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-tracker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .agents/skills/rank-tracker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .agents/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-tracker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .cursor/skills/rank-tracker && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .cursor/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aaron-he-zhu/aaron-marketing-skills.git --path seo-geo/evaluate/rank-tracker--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-tracker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .gemini/skills/rank-tracker && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .gemini/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-trackerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .github/skills/rank-tracker && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .github/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aaron-he-zhu/aaron-marketing-skills rank-tracker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/seo-geo/evaluate/rank-tracker .opencode/skills/rank-tracker && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "rank-tracker" agent skill from https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/rank-tracker into .opencode/skills/rank-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rank-tracker", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
rank-tracker- GitHub stars
- 2.9k
- Used in
- 1 other repo
- Token cost
- ~2k tokens
- SKILL.md length
- 768 words
- Files
- 3 (incl. references)
- Skills in repo
- 119
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks.
- Works in 7 steps: Set Up Keyword Tracking — configure… → Record Current Rankings — output a… → Analyze Ranking Changes — highlight… → …
- The user asks to track rankings
- SKILL.md covers Quick Start, Skill Contract, Data Sources and Decision Gates, plus 5 more sections
- Calls python3
What it does
Rank Tracker is an agent skill from aaron-he-zhu/aaron-marketing-skills. Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/ranking-analysis-templates.md` and `references/tracking-setup-guide.md`). Compatibility notes: Claude Code and compatible agent-skill hosts
It sits in Marketing & SEO. The repository describes itself as: 120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on… The licence is Apache-2.0.
When your agent uses it
- The user asks to track rankings
- Measures keyword and SERP-position deltas over time from provided exports
- Connected tools
- Including AI-response checks
Example prompts
- “track rankings”
- “/rank-tracker”
Requirements
- Python 3
- Compatibility (from SKILL.md): Claude Code and compatible agent-skill hosts
- Pre-approved tools (allowed-tools): WebFetch
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Set Up Keyword Tracking — configure domain, market/locale, device, language, engine, update frequency, priorities, competitor watchlist…
- Record Current Rankings — output a position table where every row cites its source (tool export / user-provided / estimated), with…
- Analyze Ranking Changes — highlight biggest wins, declines, stable terms, new rankings, lost rankings, likely causes, and recovery ideas…
- Track SERP Features — compare ownership of snippets, PAA, image/video packs, local packs, and related feature shifts.
- Track GEO / AI Visibility — monitor AI Overview presence, citation rate, citation position, and trend; mark each value Measured (from an…
- Compare Against Competitors — report share of voice, head-to-head comparisons, and threat levels.
- Generate Ranking Report — output overall trend, key wins, concerns, opportunities, SERP feature changes, GEO visibility, and…
What it can do on your machine
Read from SKILL.md and the folder at commit d5529cb. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
WebFetch
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code and compatible agent-skill hosts
From compatibility in the SKILL.md frontmatter.
Context cost
Rank Tracker loads about 2k tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 768 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from aaron-he-zhu/aaron-marketing-skills at commit d5529cb, republished under its Apache-2.0 licence (© aaron-he-zhu). 768 words, ~1,953 tokens.
Download SKILL.mdSave it as
.claude/skills/rank-tracker/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- rank-tracker
- description
- Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控
- allowed-tools
- WebFetch
- compatibility
- Claude Code and compatible agent-skill hosts
- slug
- rank-tracker
- displayName
- Rank Tracker · 排名追踪
- summary
- 排名追踪/SERP监控
- version
- 20.1.0
- license
- Apache-2.0
- homepage
- https://github.com/aaron-he-zhu/aaron-marketing-skills
- when_to_use
- Use when tracking keyword rankings, monitoring position changes, comparing ranking snapshots, or detecting ranking drops.
- argument-hint
- <domain> [keyword list]
- metadata.author
- aaron-he-zhu
- metadata.version
- 20.1.0
Rank Tracker
Tracks keyword positions, SERP feature ownership, and AI visibility over time.
Quick Start
Set up rank tracking for [domain] targeting these keywords: [keyword list]Analyze ranking changes for [domain] over the past [time period]Skill Contract
Expected output: a ranking report or delta summary plus the standard handoff summary for memory/monitoring/.
- Reads: current rankings, prior baselines, target keyword list, locale/language/device/engine, snapshot/source refs, observation times/windows, stable page/content bindings, and any user-provided or tool metrics.
- Writes: a user-facing monitoring deliverable and reusable summary.
- Promotes: significant changes, confirmed anomalies, follow-up actions, and pending decisions to
memory/open-loops.md. - Done when: every tracked keyword shows a current, context-matched position vs baseline with a labeled delta, or Unknown/NEEDS_REFRESH with its reason; each observation cites its source ref, observed time, window, locale/language/device/engine, evidence label, and ranking page ref; conflicts remain visible; and biggest movers and likely causes are named.
- Primary next skill: performance-monitor when recurring monitoring should become automated.
Handoff Summary
Emit the standard shape from skill-contract.md §Handoff Summary Format.
Data Sources
All integrations optional (see CONNECTORS.md). With tools, pull rankings from ~~SEO tool, impressions from ~~search console, traffic from ~~analytics, and AI citations from ~~AI monitor. Without tools, ask for positions, volumes, competitor data, and SERP feature status.
Zero-dependency measurement loop (no paid tool needed): never narrate a ranking movement you did not measure — record each check as a snapshot and let the ledger compute the delta. python3 "${CLAUDE_PLUGIN_ROOT}/scripts/connectors/ledger.py" record <domain> --source rank --data '{"<keyword>": <position>, ...}', then ledger.py diff <domain> --source rank for the change since the last check and ledger.py trend <domain> --source rank --field "<keyword>" for the series. Record real Search Console positions when connected, or the positions the user provides at Tier 1. A ranking delta is a week-scale, confounded outcome — attribute it against a control (a holdout keyword/competitor), not against zero; see references/measurement-protocol.md. See scripts/connectors/README.md.
Decision Gates
Stop and ask the user when:
- No target keywords are provided and none can be inferred from
CLAUDE.mdor prior monitoring records — offer: (1) supply a keyword list, (2) track the domain's top known terms, (3) cancel.
Continue silently (never stop for):
- No prior baseline exists — record the current run as the baseline, label all positions as the first snapshot, and proceed (do not invent a "previous" position).
- Missing optional tool data (SERP features, AI citations) — mark N/A and proceed.
Show full SKILL.md (403 more words)Show less
Instructions
When a user requests rank tracking or analysis:
- Set Up Keyword Tracking — configure domain, market/locale, device, language, engine, update frequency, priorities, competitor watchlist, and stable page refs. Apply the SEO/GEO Evidence and Cycle Control Profile.
- Record Current Rankings — output a position table where every row cites its source (tool export / user-provided / estimated), with position ranges, ranking URLs, feature ownership, and movement vs baseline.
- Analyze Ranking Changes — highlight biggest wins, declines, stable terms, new rankings, lost rankings, likely causes, and recovery ideas; each delta labeled against its baseline.
- Track SERP Features — compare ownership of snippets, PAA, image/video packs, local packs, and related feature shifts.
- Track GEO / AI Visibility — monitor AI Overview presence, citation rate, citation position, and trend; mark each value Measured (from an ~~AI monitor) or N/A if unobserved.
- Compare Against Competitors — report share of voice, head-to-head comparisons, and threat levels.
- Generate Ranking Report — output overall trend, key wins, concerns, opportunities, SERP feature changes, GEO visibility, and recommendations, with each metric carrying its source tag.
Label every metric Measured, User-provided, Calculated, Estimated, Proxy, or Unknown; never present an estimate or proxy as measured. An applicable missing metric is Unknown with its reason. A stale or locale/language/device/engine-mismatched position is NEEDS_REFRESH, not a current ranking; N/A is only for a genuinely non-applicable field.
Reference: See Ranking Analysis Templates for the complete output templates for all seven steps.
Example
A ranking report names the biggest winners, biggest drops, and next actions, with each position carrying its source tag and labeled delta against baseline.
Rank Change Quick Reference
Response Protocol
| Change | Timeframe | Action |
|---|---|---|
| Drop 1-3 positions | Wait 1-2 weeks | Monitor — may be normal fluctuation |
| Drop 3-5 positions | Investigate within 1 week | Check technical issues and competitor changes |
| Drop 5-10 positions | Investigate immediately | Run a full diagnostic: technical, content, links |
| Drop off page 1 | Emergency response | Comprehensive audit + recovery plan |
| Position gained | Document and learn | Identify what worked and replicate |
Reference: See Tracking Setup Guide for tracking setup, root-cause taxonomy, CTR benchmarks, SERP feature impact, and algorithm-update assessment.
Save Results
Ask "Save these results?" If yes, write to memory/monitoring/ — see Skill Contract §Save Results Template.
Reference Materials
- SEO/GEO Evidence and Cycle Control Profile — exact search observations, freshness, page bindings, and cycle rules
- Tracking Setup Guide — Setup rules, feature tracking, and interpretation guidance
Next Best Skill
Initial setup (no baseline) → performance-monitor. Subsequent runs (baseline exists) → Terminal. Visited-set rule applies per skill-contract.md.
© aaron-he-zhu, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in seo-geo/evaluate/rank-tracker of aaron-he-zhu/aaron-marketing-skills.
- SKILL.md
- references/ranking-analysis-templates.md
- references/tracking-setup-guide.md
Open the folder on GitHubat commit d5529cb
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aaron-he-zhu/aaron-marketing-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Rank Tracker next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Rank Tracker this skillaaron-he-zhu/aaron-marketing-skills | 2.9k | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Hreflang and International SEOAgriciDaniel/claude-seo | 19k | 5 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Referralscoreyhaines31/marketingskills | 54k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Rank Tracker
What does Rank Tracker do?
A skill your agent uses when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Rank Tracker is an agent skill from aaron-he-zhu/aaron-marketing-skills. Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks.
When should I use Rank Tracker?
Rank Tracker fits situations like: the user asks to track rankings; measures keyword and SERP-position deltas over time from provided exports; connected tools; including AI-response checks.
How do I install Rank Tracker in Claude Code?
Run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a claude-code`. Or copy the skill folder (seo-geo/evaluate/rank-tracker in aaron-he-zhu/aaron-marketing-skills) into .claude/skills/rank-tracker in your project. Claude Code loads it when a task matches its description.
How do I install Rank Tracker in Codex?
Run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a codex`. Or copy the skill folder (seo-geo/evaluate/rank-tracker in aaron-he-zhu/aaron-marketing-skills) into .agents/skills/rank-tracker in your project. Codex loads it when a task matches its description.
Can I use Rank Tracker in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill rank-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rank-tracker, .gemini/skills/rank-tracker, .github/skills/rank-tracker and .opencode/skills/rank-tracker in your project.
What does Rank Tracker need to run?
Going by SKILL.md and its folder, Rank Tracker needs the command-line tools its instructions call (python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: WebFetch. Compatibility (from SKILL.md): Claude Code and compatible agent-skill hosts.
Does Rank Tracker access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Rank Tracker safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Rank Tracker use?
Rank Tracker is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Rank Tracker use?
About 2k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.4k tokens, read only when the agent opens those files.
What are the alternatives to Rank Tracker?
Skills that share tags, products or a category with Rank Tracker: Geo Fundamentals (wasp-lang/wasp, 19k stars), Ab Testing (coreyhaines31/marketingskills, 54k stars), Hreflang and International SEO (AgriciDaniel/claude-seo, 19k stars) and Referrals (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rank Tracker?
aaron-he-zhu (a GitHub user) maintains it in aaron-he-zhu/aaron-marketing-skills, which has 2,898 GitHub stars. The repository holds 119 skills in this directory. The repository was last updated on October 11, 2026.
Source: aaron-he-zhu/aaron-marketing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.