AI Citation Tracking Playbook & Dashboard Template

Why Citation Tracking Is the New Rank Tracking

In traditional SEO, you track keyword rankings. In GEO, you track brand citations — how often and how accurately AI systems mention your brand when answering relevant queries.

The problem? There's no Google Search Console for AI citations. You need a custom tracking system.

This playbook gives you everything to build one — from the prompt library to the dashboard template.

Lead Magnet: Download the complete playbook + Google Sheets dashboard template below.

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Setting Up Your Citation Tracking Stack

Free Tools Stack

1. Google Sheets — Central dashboard and data storage
2. ChatGPT/Perplexity — Manual query testing
3. Google Alerts — Brand mention monitoring
4. Google Search Console — AI Overview click tracking

Paid Tools to Consider

1. Otterly.ai — Automated AI citation tracking
2. Profound — AI search analytics
3. Peec AI — AI visibility monitoring
4. Semrush AI Toolkit — Integrated AI tracking

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The 50-Prompt Testing Library

Category Queries (10 prompts)

1. "What are the best [your category] tools?"
2. "Top [category] services for [use case]"
3. "Which [category] should I choose in 2026?"
4. "Best [category] for small businesses"
5. "Enterprise [category] recommendations"
6. "Affordable [category] alternatives"
7. "[Category] comparison 2026"
8. "Most recommended [category] by experts"
9. "[Category] with best reviews"
10. "What [category] do professionals use?"

Brand-Specific Queries (10 prompts)

1. "What is [Your Brand]?"
2. "Is [Your Brand] any good?"
3. "[Your Brand] reviews and reputation"
4. "[Your Brand] pricing"
5. "[Your Brand] vs [Competitor]"
6. "[Your Brand] features and benefits"
7. "Should I use [Your Brand]?"
8. "[Your Brand] alternatives"
9. "[Your Brand] pros and cons"
10. "Who uses [Your Brand]?"

Intent-Based Queries (15 prompts)

1. "How to solve [problem your product solves]"
2. "Best way to [action your product enables]"
3. "Tools for [specific use case]"
4. "How do companies handle [challenge]?"
5. "What's the most efficient way to [task]?"
... (10 more in the downloadable playbook)

Comparison Queries (15 prompts)

1. "[Your Brand] vs [Top Competitor 1]"
2. "[Your Brand] vs [Top Competitor 2]"
3. "[Competitor 1] vs [Competitor 2]" (check if you're mentioned)
4. "Best alternative to [Competitor]"
5. "Switching from [Competitor] to what?"
... (10 more in the downloadable playbook)

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Dashboard Template Structure

Tab 1: Weekly Tracking

Date	Platform	Query	Cited?	Position	Sentiment	Accuracy	Notes
	ChatGPT		Y/N	1-10	+/0/-	1-5
	Perplexity		Y/N	1-10	+/0/-	1-5
	Google AIO		Y/N	1-10	+/0/-	1-5

Tab 2: Monthly Summary

Month	Total Queries	Citations	Rate	Avg Position	Sentiment Score
Jan 2026			%
Feb 2026			%

Tab 3: Competitor Comparison

Query Category	Your Brand	Competitor A	Competitor B	Competitor C
Category queries	%	%	%	%
Comparison queries	%	%	%	%

Tab 4: Alert Log

Date	Alert Type	Platform	Query	Change	Action Taken
	New citation
	Lost citation
	Sentiment change

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Automated Alert Workflows

Weekly Scan Protocol

1. Monday: Run all 50 prompts across ChatGPT and Perplexity
2. Tuesday: Log results in dashboard
3. Wednesday: Compare with previous week
4. Thursday: Identify drops and investigate causes
5. Friday: Create action items for content team

Alert Triggers

Set up alerts for:

• Citation rate drops >10% week-over-week
• New competitor appearing in your category queries
• Sentiment shift from positive to neutral/negative
• Accuracy issues (AI providing wrong information about your brand)

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Optimization Loop: From Tracking to Action

When You're NOT Being Cited

1. Check if your content exists for that query topic
2. Verify structured data is properly implemented
3. Ensure content has direct-answer format
4. Build more authority signals (press, Wikipedia, directories)

When Citations Are Inaccurate

1. Update your website with correct, prominent information
2. Update third-party profiles (Crunchbase, LinkedIn, directories)
3. Create FAQ content addressing the specific inaccuracy
4. Monitor for correction (usually 2-4 weeks)

When Competitors Outrank You

1. Analyze their content structure and authority signals
2. Create comparison content that's balanced but highlights your strengths
3. Build more topical authority around the specific query area
4. Increase freshness of your relevant content

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Download the Complete Playbook

Get the AI Citation Tracking Playbook including:

• ✅ Full 50-prompt testing library (customizable)
• ✅ Google Sheets dashboard template (ready to use)
• ✅ Weekly scan protocol checklist
• ✅ Alert workflow automation guide
• ✅ Optimization decision tree

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