geo-compare
Lets your agent track and report monthly client progress. It's useful for showing growth and results.
What it does
This agent creates monthly reports showing a website's progress on key AI-related metrics. It compares current performance against a previous period to highlight improvements and areas needing attention.
When to use it
- ✓To show a client how much their website has improved over the last month.
- ✓To identify which aspects of a website need more work to improve AI performance.
- ✓To track a website's progress over time against AI scores.
Example of what to ask your AI
“Generate a progress report for the website 'example.com' comparing January's data with February's.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The agent compares two audit reports for a website (an old one and a new one) to calculate the differences. It then presents these differences in an easy-to-understand report, highlighting what has improved and what has declined.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add sickn33/agentic-awesome-skills --skill geo-compareOr download just the file:
curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/geo-compare/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
GEO Monthly Delta Report Generator
Purpose
The single most powerful retention tool for a GEO agency: show clients exactly what improved since they started working with you. Every point gained on the GEO score is proof of value. This skill generates the "here's your progress" report.
Commands
/geo compare <domain>
/geo compare <baseline-file> <current-file>
/geo compare electron-srl.com --month march-2026
Examples:
/geo compare electron-srl.com
/geo compare ~/.geo-prospects/audits/electron-srl.com-2026-01-15.md ~/.geo-prospects/audits/electron-srl.com-2026-03-12.md
Workflow
Step 1: Find Audit Files
If only domain is provided:
- Look in
~/.geo-prospects/audits/for files matching<domain>-*.md - Sort by date
- Use oldest as baseline, newest as current
- If only one file exists: use it as baseline, run a fresh quick audit as current
- If no files exist: suggest running
/geo prospect audit <domain>first
Step 2: Parse Both Audits
Extract from each audit file:
- Overall GEO Score
- Per-category scores (6 categories)
- Per-platform scores (5 platforms)
- AI crawler status (14 crawlers)
- Critical issues list
- Action items list with status
Step 3: Calculate Deltas
For each metric:
- Delta = Current - Baseline
- Trend = ▲ (improved), ▼ (declined), ── (unchanged)
- Color coding in report: green (+), red (-), gray (=)
Step 4: Generate Monthly Report
Output to ~/.geo-prospects/reports/<domain>-monthly-<date>.md
Report Template
Generate the following document:
# GEO Monthly Progress Report
## [COMPANY NAME] — [MONTH YEAR]
**Reporting period:** [BASELINE DATE] → [CURRENT DATE]
**Prepared by:** [AGENCY NAME]
**Report reference:** GEO-MONTHLY-[DOMAIN]-[YYMMDD]
---
## Executive Summary
[2-3 sentences: What improved, what's the trend, what to focus on next month.]
Example: "Electron Srl's GEO Score improved from 32 to 44 this month (+12 points),
placing the site firmly in the 'Below Average' tier and on track to reach 'Moderate'
by May. The biggest wins were AI crawler access (+3 crawlers now allowed) and schema
implementation (+Organization and LocalBusiness schemas live). Next month's focus is
content citability — the highest-weighted remaining gap."
---
## GEO Score Progress
OVERALL GEO SCORE
Baseline [▓▓▓▓░░░░░░░░░░░░░░░░] 32/100 (Critical) Current [▓▓▓▓▓▓▓▓░░░░░░░░░░░░] 44/100 (Below Average) Change ▲ +12 points (+37.5%)
Target: 65/100 by Month 6 (on track ✓)
---
## Score Breakdown: Before vs. After
| Category | Baseline | Current | Change | Trend |
|----------|---------|---------|--------|-------|
| AI Citability & Visibility | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| Brand Authority Signals | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| Content Quality & E-E-A-T | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| Technical Foundations | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| Structured Data | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| Platform Optimization | [X]/100 | [X]/100 | [+/-X] | [▲/▼/──] |
| **TOTAL** | **[X]/100** | **[X]/100** | **[+/-X]** | **[▲/▼]** |
---
## Platform Readiness: Before vs. After
| AI Platform | Baseline | Current | Change |
|-------------|---------|---------|--------|
| Google AI Overviews | [X]/100 | [X]/100 | [+/-X] |
| ChatGPT Web Search | [X]/100 | [X]/100 | [+/-X] |
| Perplexity AI | [X]/100 | [X]/100 | [+/-X] |
| Google Gemini | [X]/100 | [X]/100 | [+/-X] |
| Bing Copilot | [X]/100 | [X]/100 | [+/-X] |
---
## AI Crawler Access Changes
| Crawler | Baseline | Current | Change |
|---------|---------|---------|--------|
| GPTBot (ChatGPT) | Blocked/Allowed | Blocked/Allowed | ✓ Fixed / No change |
| ClaudeBot (Anthropic) | Blocked/Allowed | Blocked/Allowed | ✓ Fixed / No change |
| PerplexityBot | Blocked/Allowed | Blocked/Allowed | ✓ Fixed / No change |
| Google-Extended (Gemini) | Blocked/Allowed | Blocked/Allowed | ✓ Fixed / No change |
| Bingbot | Blocked/Allowed | Blocked/Allowed | ✓ Fixed / No change |
[Show only crawlers that changed, or all if few crawlers.]
---
## Action Plan Progress
### Quick Wins — Status Update
| # | Action | Assigned | Status | Impact |
|---|--------|---------|--------|--------|
| 1 | Allow all AI crawlers in robots.txt | Client dev | ✅ Done | +3 crawlers |
| 2 | Add Organization schema to homepage | Client dev | ✅ Done | Schema score +15 |
| 3 | Create llms.txt | Agency | ✅ Done | AI visibility +8 |
…
FAQ
What are 'audits'?
Audits are detailed checks of a website to see how it's performing in different areas, like speed, visibility, and AI compatibility.
What does 'delta' mean?
Delta is the difference between two values. In this case, it's the difference in website performance between two time periods (e.g., this month versus last month).
What are 'AI crawlers'?
These are computer programs that AI systems use to access and read information from websites, similar to how search engines crawl the web.
Details
Original description by the author
Monthly delta tracking and progress reporting for GEO clients.
Popularity
- GitHub stars
- 48k
- Ranking position
- #3102
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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