4 Prompt Tracking Mistakes to Avoid | Tom Capper | Whiteboard Friday 4k
Tom breaks down why traditional SEO metrics—like ranking position and click-through rates—don't translate to AI search, and why you should care more about mentions than citations.
Access and download the HD whiteboard here: https://moz.com/blog/prompt-tracking-mistakes-whiteboard-friday
***************************************
Timestamps
00:00 – Intro: The Rise of AI Prompt Tracking
00:50 – Mistake #1: Over-indexing on Citations vs. Mentions
03:21 – Mistake #2: Using Traditional SEO Metrics (Like Ranking)
04:49 – Mistake #3: Tracking Too Few Prompts (Quantity Issues)
06:48 – Mistake #4: Tracking "Head Terms" Instead of Conversational Queries
08:32 – Idea #1: Testing Locations and Personas
09:37 – Idea #2: Tracking Prompts in Multiple Languages
10:14 – Idea #3: Tracking Brand Perceptions and Adjectives
10:55 – Idea #4: Tracking Competitive Differentiators
***************************************
ADDITIONAL MOZ RESOURCES:
30-day Moz Pro Free Trial ► https://mz.cm/3jZq3p3
Check out Moz Local ► https://mz.cm/36Pbz7h
Learn about STAT ► https://mz.cm/2IiqTzf
Watch Moz Webinar ► https://mz.cm/3TgJgGK
***************************************
STAY IN TOUCH:
Moz ► https://mz.cm/30QvHCm
Facebook ► https://www.facebook.com/moz
X/Twitter ► https://twitter.com/Moz
LinkedIn ► https://www.linkedin.com/company/moz
Instagram ► https://www.instagram.com/moz_hq/Show More
4 Prompt Tracking Mistakes to Avoid | Tom Capper | Whiteboard Friday 4k
Are you tracking AI prompts the same way you track traditional SEO ...
10 Fan-Outs for Prompt Research | Tom Capper | Whiteboard Friday 4K
How does Google's AI Overview take a simple search query and expand it ...
Digital PR Strategy in 3 Simple Steps | Chloe Osunsami | Whiteboard Friday 4k
Is your brand ready for the new era of search? In this Whiteboard ...
In and Out of Model Responses | Tom Capper | Whiteboard Friday 4K
Is your SEO strategy ready for LLM grounding? Explore the distinction ...
Top SEO Tips For 2026 | Chima Mmeje | Whiteboard Friday 4k
With the rapid rise of AI search, Universal Commerce Protocols, and ...
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
As Google continues to integrate artificial intelligence into search, ...
Why Export GA4 Data to BigQuery? | Whiteboard Friday| Dave Westby
Are you hitting limits with the standard GA4 interface? In this ...
How to Build AI Citations | Charlie Marchant | Whiteboard Friday 4k
Are you showing up in AI-generated answers? In this Whiteboard Friday, ...
What is ChatGPT Atlas? Charlie Marchant | Whiteboard Friday 4k
Is ChatGPT's new browser the future of search? In this Whiteboard ...
Vibe Code Your Own SEO Tools With LLMs | Whiteboard Friday | Gus Pelogia
Want to build custom SEO tools without being a full-stack developer? ...
Did We Pass Peak AIO? Whiteboard Friday | Tom Capper
Have AI Overviews (AIOs) finally started to trend downward? In this ...
Why Does Google Parameter &num= Matter? | Tom Capper | Whiteboard Friday 4k
The &num=100 search parameter was recently deprecated. This seemingly ...
The Future of AI in Search | Whiteboard Friday Revisited | Britney Muller
What's changed in AI and Search since 2020? Well, just about ...
Ways Community Can Help Your SEO | Whiteboard Friday | Erin Simmons 4K
Learn a powerful, low-risk strategy to boost your SEO by leveraging ...
How to Speed up Content With AI | Whiteboard Friday | Andy Chadwick 4K
Don't let AI processes erase your voice! In this Whiteboard Friday, ...
What is Google AI Mode? | Whiteboard Friday | Tom Capper 4k
In this week’s episode of Whiteboard Friday, Tom introduces us to ...
How to Speak the Language of Your Top SEO Stakeholders | Whiteboard Friday | Helen Pollitt 4k
Are your SEO proposals getting lost in translation? In this week’s ...
Should We Optimize for Google's AI Mode? | Whiteboard Friday | Chima Mmeje
Should you optimize your content for AI Mode? In this episode of ...
What Has Changed in AI Search Whiteboard Friday Revisited With Garrett Sussman
This week, we look at Google AI Mode, query fan-out, AI search in ...
What Has Changed in SEO? 2021-2025 Whiteboard Friday Revisited With Cyrus Shepard
Join us for a special Whiteboard Friday Revisited as we sit down with ...
The Great Decoupling of Clicks and Impressions | Whiteboard Friday | Tom Capper
Is your Google Search Console showing a trend of plummeting clicks and ...
22 Smart Google SEO Tips for 2022 | Whiteboard Friday | Cyrus Shepard
From the archives, Cyrus Shepard's top tips for 2022, the last in this ...
The Accessibility Advantage | Whiteboard Friday | Lyssa-Fêe Crump | 4k
Unlock the accessibility advantage and boost your SEO with Lyssa’s ...
Redesigning Your SEO Career | Whiteboard Friday | Tazmin Suleman | 4k
SEO coach Tazmin Sulliman shares her four-step framework for ...
How to Communicate Site Migration to Clients | Whiteboard Friday | Rebecca Yu | 4K
Site migrations can be tricky! Rebecca Yu shares essential strategies ...
When Should You Do SEO? | Whiteboard Friday | Tom Capper | 4K
Is SEO the right move for your business right now? This week's ...
Optimizing Your SaaS Landing Pages in 2025 | Liraz Postan | Whiteboard Friday | 4K
Looking to take your product and solutions pages to the next level? In ...
How to Be an Effective SEO Mentor | Whiteboard Friday | Miracle Inameti-Archibong | 4K
Being a mentor is rewarding, but only when you're set up for success. ...
How to Repurpose Your Content With AI | Whiteboard Friday | Caitlin Hathaway | 4K
Have you ever found the idea of repurposing content overwhelming? ...
How I Grew SEOFOMO Into an Email Marketing Empire | Whiteboard Friday | Aleyda Solis | 4k
In this Whiteboard Friday, SEO consultant Aleyda Solis shares the 7 ...
How Do You Explain the Value of SEO? | Whiteboard Friday | Bethan Vincent | 4K
Most SEOs can say they’ve struggled to explain the value of their work ...
What is Index Bloat? | Whiteboard Friday | Tom Capper | 4K
Deep dive into index bloat — a critical SEO challenge affecting medium ...
How to Analyze Behavioral Data for Search | Whiteboard Friday | Giulia Panozzo | 4K
Learn how to analyze behavioral data to improve your search ...
How to Strengthen Your Brand's Authority | Whiteboard Friday | Chima Mmeje | 4K
Join Chima to learn how to strengthen your brand’s authority in nine ...
How to Decide Between One Domain or Many for SEO | Whiteboard Friday | Peter Richman | 4K
🎯 In this Whiteboard Friday, Peter Richman from Plug and Play ...
Create High-Impact Content Using Backward Design | Whiteboard Friday | Purna Virji | 4K
Tired of creating content that doesn’t deliver? In this episode, Purna ...
AI Overviews: Are They Affecting Your Search Results? | Whiteboard Friday | Tom Capper
Where are AI Overviews appearing in search results? We analyzed 46,000 ...
Finding Striking Distance Keywords | Whiteboard Friday | Jo Cameron | 4K
Your next SEO win might be closer than you think! 🤩 In this Whiteboard ...
How To Do Comprehensive Research for Your Topic Cluster | Whiteboard Friday | Chima Mmeje | 4K
🧩 Trying to crack the code on topic clusters? In this episode of ...
7 Psychology-Backed Reasons Why People Buy | Whiteboard Friday | Tasmin Lofthouse | 4K
Ever wondered why people buy? 🤑 In this episode of Whiteboard Friday, ...
Elevating Your SEO Career and Team in the AI Era | Whiteboard Friday | Travis Tallent | 4K
SEO pros, do you often feel like AI is moving faster than you can keep ...
What Can You Do About Google’s Helpful Content Update? | Whiteboard Friday | Tom Capper | 4K
Has Google’s Helpful Content Update impacted your site? In this ...
SEO Content Has a Packaging Problem | Whiteboard Friday | Bernard Huang | 4K
Struggling to get your content noticed? 📦 Repackage your content with ...
Navigating Content Marketing Amidst the Rise of AI | Whiteboard Friday | Ross Simmonds | 4K
With AI and LLMs on the rise, content creation may seem more ...
International SEO | Whiteboard Friday | Tanvir Ali | 4K
Do you want to convert more international traffic that hits your site? ...
Getting Buy-In for Customer Stories | Whiteboard Friday | Joel Klettke | 4K
Telling customer stories isn't particularly difficult. But getting ...
Turn Marketing into Meaningful Relationships | Whiteboard Friday | Navah Hopkins | 4K
Reminder: Long-term relationships with customers are fostered through ...
Your Marketing Ecosystem's Impact on SEO | Whiteboard Friday | Amanda Jordan | 4K
Is your website pulling all the weight for your SEO? Let’s mix things ...