Traditional SEO Metrics Do Not Cover AI Search
You can track your Google rankings with Ahrefs, Semrush, or Google Search Console. But none of these tools tell you whether ChatGPT mentions your brand, whether Perplexity cites your website, or whether Gemini recommends you over a competitor.
AI search visibility is a new metric that requires new measurement approaches. The tooling is still maturing, but you can start tracking today with a combination of manual auditing and emerging platforms.
Manual AI Visibility Auditing
The simplest approach: ask AI systems the questions your customers ask and record the results.
- Create a list of 20 to 50 queries that matter to your business. Include product/service queries, comparison queries, and industry questions.
- Ask each query in ChatGPT (with search), Perplexity, and Gemini.
- Record whether your brand is mentioned, cited, or linked in each response.
- Repeat monthly to track changes over time.
This is manual and time-consuming, but it gives you ground truth data that no tool can replicate yet.
Emerging AI Visibility Tools
Several platforms are building AI search tracking:
- Profound: Tracks brand mentions across ChatGPT, Perplexity, and other AI platforms for a set of tracked queries.
- Otterly.AI: Monitors your brand's visibility in AI-generated answers and tracks competitor mentions.
- Peec AI: Tracks how AI search engines respond to queries in your industry and reports on your brand's presence.
These tools are early-stage but improving quickly. Expect this category to mature over the next 12 to 18 months.
Metrics Worth Tracking
- AI citation rate: What percentage of relevant queries result in your brand being cited or mentioned?
- Citation position: When your brand is mentioned, is it the first recommendation, one of several, or a footnote?
- Competitor share of voice: For the same set of queries, how often do competitors get mentioned vs your brand?
- Source attribution: When Perplexity cites your site, which specific pages are being cited? This tells you which content is working.
- Referral traffic from AI: Monitor traffic from chatgpt.com, perplexity.ai, and other AI domains in your analytics.
Building a Tracking Dashboard
Create a simple spreadsheet with your tracked queries as rows and AI platforms as columns. Score each cell: 0 (not mentioned), 1 (mentioned), 2 (recommended/first position). Sum the scores monthly and plot the trend. This simple tracking system shows you whether your AI visibility efforts are working.
Frequently Asked Questions
How often should I audit AI visibility?
Monthly is a good cadence for tracking. AI responses can change with model updates, so quarterly is the minimum. If you are actively working on AI visibility, monthly tracking shows you the impact of your efforts.
Can AI responses change from day to day?
Yes, especially for AI systems with web search (Perplexity, ChatGPT Search). The responses depend on which web results are current. Responses from training data (base ChatGPT without search) are more stable but still change with model updates.