Hi all!

We got your feedback on our LinkedIn poll, so here’s our take on tracking AI Visibility:

Tracking your visibility on AI platforms takes some sleuthing and, unfortunately, there is not yet a single source of truth. Here is a list of tracking tools and their limitations… all in one convenient place (you’re welcome:).

Free for all:

• Google Analytics
  Positives: GA4 tracks AI-driven traffic from Perplexity, Copilot, Gemini, ChatGPT and other AI chatbots.
  Negatives: AI Overviews or AI Mode cannot be tracked separately from all Organic Google Search traffic. Also, while you can track sessions and key events like any other session source, you’re not going to see the original prompts the users clicked to get there.

• Bing Webmaster Tools
  Positives: The AI Performance tracker that shows you CoPilot grounding queries used in prompts people used to click to your website and the number of citations gained for pages on your site.
  Negatives: Grounding queries are the shortened phrases the AI used to do its backend search and not the actual prompts entered, so they are directional at best. Bing Webmaster Tools does not show actual clicks on citations so you only have a sense of citations “impressions”.

• Temporary Chat Prompting
  Positives: Certain AI chatbots can give you a snapshot of example responses, without the bias of previous conversations. See rules on Perplexity Incognito Mode, ChatGPT Temporary Chat, and Claude Incognito Chats. (Note that there are data retention periods for safety purposes, but they shouldn’t influence future chats.)
  Negatives: It is unconfirmed whether Copilot and Gemini use previous chats to influence temporary chat options. There is no data on the number of times these prompts were used (like we can see with Google’s Keyword Planner for average keyword search volume).

• HubSpot AEO Grader:
  Positives: Analyze your presence on ChatGPT, Perplexity, and Gemini while seeing competitive and perceptive “topical” data.
  Negatives: AI Overviews, AI Mode, Claude, and other AI chatbots are not included in the analysis.

Paid Options:

• Answer the Public
  Positives: Known for long-tail traditional search query research, ATP has a newer AI Model research feature to show you how people are prompting AI bots around specific topics.
  Negatives: The charts are pretty, but this is another directional tool as there is no way to gauge the volume of usage for the suggested prompts.

• Moz
  Positives: The new AI Visibility feature (requires a medium subscription plan) may be interesting as it advances out of Beta. Their Prompt Suggestion and True Competing Content features are great places to research topics for content and how your content is faring from search and AI chatbot perspective, respectively.
  Negatives: We won’t know until the Beta rolls out.

How We Use Them:

Our team integrates the Google Analytics AI-Source traffic data into our dashboards. Then, once a month, the Bing Webmaster Tools AI Performance feature provides insight on which pages are being cited in Copilot and the grounding query topics that are driving clicks. Temporary chat prompting shows how a brand performs in specific, high-value prompts. To get a zoomed out perspective of how a brand is viewed by AI chatbots, HubSpot AEO Grader offers generalized insights. Answer the Public gives great ideas on prompts that can be helpful for fueling future content creation and refreshing previously published content. Moz features are also great directional tools to further enhance your content creation strategy against competitors.

Follow to stay tuned for the next LinkedIn poll, so we can answer your burning SEO/SAIO/digital marketing queries!

• We got a Google Spam update — the first of 2026! It’s relatively new, and you can peek at your rankings to see if you’ve been affected. If you’re following white-hat SEO best practices and releasing relevant content, you should be good, fam. ✌🏼
  • Also, we’ll keep you posted on the March 2026 Core Update that’s going live during the next 2 weeks.

• 🎥 OpenAI is shutting down ChatGPT’s video generator, Sora, and thus its $1b content partnership with Disney. As OpenAI has still yet to make a profit, Sora’s struggle with copyright violations, the public distaste of AI deep fakes, and vast competition influenced the decision.

• Fan-out queries tell us how people and Google/AI chatbots may be looking for your brand. Moz labels 10 fan-out query types to help with prompt research.

• Is AI ruining the job market? We need to flip that: how can AI enhance the job market? Catch this enlightening conversation between Erin McGoff, career advice creator, and LinkedIn CEO Ryan Rolansky.

• Speaking of using AI to enhance, let’s discuss using GenAI in high-trust industries (think healthcare, legal, etc.). Alexander Amatus in Marketing Profs lays the steps for use without jeopardizing trust:
  • Clearly deciding AI’s uses
  • Defining non-negotiables to AI
  • Creating content workflows with AI to upskill marketers
  • Setting boundaries with what AI can and can’t do/access

• It’s a 🎶”tale as old as time” (if you only go back to the 80s), but it is still lingering and languishing. What is it? The Sales vs. Marketing silo mentality. Only 56% of companies say they feel highly aligned across functions. Understand the challenges and solutions for those yearning for alignment via this Unbounce survey, MarketCharts visual, and Marc’s LinkedIn Musing.

• It’s not just Sales and Marketing either. Here’s a story about “Why CMOs struggle and how aligning with CFOs changes everything.” Bottom line: success lies in getting agreement on measurement values and the analytics attribution to prove it. It’s not the easiest of tasks, but improving the lines of communication is a good start.

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“Perfectionism kills curiosity by telling us that we have to know everything or we risk looking “less than.” Perfectionism tells us that our mistakes and failures are personal defects, so we either avoid trying new things or we barely recover every time we inevitably fall short.”

~ Brené Brown Atlas of the Heart

You are more than your knowledge, your mistakes, your failures; you are the phoenix that rises from them to be the human you are.

Keep sparkling ✨

Natalie

Because we all deserve to laugh, here’s one of my favorite memes for ya.

We all know an adult like this in our lives — this kid’s performance 10/10.