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AI Visibility Analysis with WordLift AI SEO Agent

Let's work together on measuring your AI visibility with WordLift AI SEO Agent. As search shifts toward AI-generated answers, two questions matter: how much traffic are AI assistants actually sending you, and are you being cited in Google's AI Overview and AI Mode for the queries that matter to your business. This workflow combines Google Analytics, the AI Overview and AI Mode tools, and your Knowledge Graph to answer both — and to turn the gaps into a concrete plan.

Measure AI Referral Traffic​

Let's start with the traffic AI assistants are already sending you. WordLift AI SEO Agent can query your connected Google Analytics property and isolate sessions that arrive from AI sources like ChatGPT, Perplexity, Gemini, and Copilot.

Example Prompt for AI Traffic​

Using Google Analytics, show me sessions from AI assistants (ChatGPT, Perplexity, Gemini, Copilot, Claude) over the last 28 days. Break it down by source and by landing page, and tell me what share of total sessions this represents.

WordLift AI SEO Agent pulls the data from your property, filters it to AI referral sources, and reports the trend, the top landing pages, and your overall AI traffic share. This tells you which of your pages AI assistants are already surfacing to real users.

Check your AI Overview Presence​

Referral traffic only captures part of the picture. Much of Google's AI activity happens inside the search results — in the AI Overview — where users often get an answer without ever clicking through. Let's check whether we're cited there for a core query.

Example Prompt for AI Overview​

Get me the organic AI overview for "knowledge graph for SEO" in the US. Tell me whether wordlift.io is cited, and list every source the AI Overview references.

WordLift AI SEO Agent uses the dedicated AI Overview tool to retrieve the live AI Overview, its summary, and the full list of cited sources. For this query the AI Overview cites the likes of Search Engine Land, Semrush and Schema App — but not wordlift.io. That absence, on a topic this central, is exactly the kind of gap this workflow is designed to surface.

Interrogate Google AI Mode​

For a deeper view, we can query Google's AI Mode directly to see how it answers a conversational query and which sources it draws on:

Get the AI mode result for "knowledge graph for SEO". List the sources it cites and tell me whether wordlift.io appears.

Here the picture changes: AI Mode does cite wordlift.io. Comparing the two surfaces for the same query reveals how consistently we're represented across Google's AI experiences — and shows that visibility in one surface does not guarantee visibility in the other.

Run an Entity Gap Analysis​

When we find a query where we should be cited but aren't, the next question is how to fix it. WordLift AI SEO Agent can run an entity gap analysis against the AI Overview's query intent, comparing the entities the top-cited content covers against our own — and showing which concepts we're missing.

Perform an entity gap analysis for "https://wordlift.io/blog/en/knowledge-graph-seo/" against the query "knowledge graph for SEO". Which entities do the top-cited sources cover that our page does not, and what should we add to close the gap?

WordLift AI SEO Agent extracts the entities behind the winning content, compares them to our page, and returns the missing entities and topics. This converts an abstract "we're not cited" into a concrete content and structured-data to-do list — the entities to add, reinforce, and mark up so AI systems recognize our page as a relevant answer.

Sophisticated Prompt for a Full AI Visibility Report​

Finally, we can chain the whole analysis into a single prompt that produces a complete, shareable deliverable:

Run an AI visibility report for the last 28 days. First, use Google Analytics to measure AI referral traffic by source and landing page. Then, for my top commercial queries, get the organic AI Overview and the AI Mode result, and for each tell me whether wordlift.io is cited and which competitors are. For every query where we're not cited, run an entity gap analysis to identify what's missing. Present everything as an interactive HTML report with a KPI header, a traffic trend, a per-query citation matrix, and a prioritized remediation list ranked by traffic and citation gap. Note the inspection date and locale.

This prompt unifies traffic measurement, AI surface citation tracking, and entity gap analysis into one interactive HTML report — ranking exactly which pages to fix first, and telling us which entities to add to close each gap.

By employing WordLift AI SEO Agent for AI visibility analysis, we can see ourselves the way AI systems see us — measuring not just clicks, but citations — and turn every missed mention into a concrete, prioritized structured-data opportunity.