Does Ranking on Google Still Get You Cited in AI Search?

Ranking on Google still helps your pages get cited in AI search, but it no longer guarantees it. Pages in the top three search results get cited by AI engines almost every time. Yet more than half of the top AI citations come from pages outside the top 10. AI engines cite brands they understand and trust across the web, not just pages that rank.

If your SEO reports still focus on position tracking, you're seeing only half of how buyers find you now. That gap sits at the center of a recent workshop by GrowthX CEO Marcel Santilli, drawn from 10,000 hours of AEO work. His case is that most AI visibility scores chase a moving target, and that brands win by fixing what AI engines read about them first. We will take a closer look at the key points from the talk below.

If your team wants to know how visible your brand is in AI answers, our SEO & AEO team helps HubSpot users turn that question into a clear plan.

Key Takeaways

• Pages ranking #1 on Google get cited by ChatGPT 3.5 times more often than pages outside the top 20, so rankings still help.
• 28.3% of ChatGPT's most-cited pages have no Google organic visibility at all, so ranking is not the only way into an AI answer.
• AI tools return the same list of brands less than once in 100 runs of the same prompt, so "position in AI" is not a stable metric.
• Visibility percentage across many prompts, tracked over several weeks, is the most reliable way to measure AI presence.
• Branded web mentions track with AI visibility far more closely than backlink counts do, so your reputation across the web counts as much as your own pages.

Table of Contents

1. How Often Do AI Engines Cite Pages That Rank on Google?
2. What's the Difference Between Ranking and Representation?
3. What Can Marketers Learn From the 10,000 Hours of AEO Workshop?
4. What Makes AI Engines Include Your Brand in an Answer?
5. Why Doesn't Prompt Tracking Work Like Rank Tracking?
6. How Should You Measure AI Visibility?
7. What Should Your Team Change First?
8. How Can Campaign Creators Help Your Brand Get Cited in AI Search?
9. Recap
10. Frequently Asked Questions

How Often Do AI Engines Cite Pages That Rank on Google?

AI engines cite top-ranking pages often, but rankings explain only part of what gets cited. A strong Google position gives a page a head start, but a large share of AI citations go to pages that don't rank at all.

Three large 2025–2026 studies show both sides of the picture.

The engines also behave very differently. In one snapshot, sources with no measured organic ranking made up 12.2% of Perplexity citations but 77.0% of ChatGPT citations. Perplexity's results looked a lot like Google's. ChatGPT didn't closely match any search index.

Our analysis is that a high ranking gets your page into the room, especially on Perplexity. It doesn't decide who gets quoted, and it explains little about ChatGPT. Keep investing in SEO, but stop treating citations as an automatic reward for ranking.

What's the Difference Between Ranking and Representation?

Ranking is about where your page appears in a list of results. Representation is about your brand becoming part of the answer itself. That's the real difference between SEO and AEO, and it's bigger than moving from Google to ChatGPT.

SEO is still the foundation, and a page that ranks well is easier for AI engines to find. The engines don't agree with each other, though. In one study, no two AI platforms shared more than 24.1% of the pages they cited.

AEO adds a layer on top of SEO. The unit of competition becomes your brand's whole information footprint, not one URL. That means content strategy has to cover the information ecosystem around your brand. Keywords, pages, and rankings are still part of it. So are your third-party mentions, customer proof, and how consistently your facts appear across the web.

If AEO is new to your team, our explainer on what AEO in HubSpot is and how brands get cited covers the basics.

What Can Marketers Learn From the 10,000 Hours of AEO Workshop?

The biggest takeaway from Marcel Santilli's workshop is that you can't track your way into AI answers. You earn a place in them by fixing what AI engines read about you, and you judge progress the way you'd read a brand survey and not a ranking report.

Santilli, the CEO of GrowthX, gave the 90-minute session at HubSpot's Unbound 2026 in Boston, drawing on his team's hands-on AEO work with customers. Here's what we took from it, and where we see things a little differently for HubSpot teams.

The Measurement Critique Is Overdue

Santilli opened by questioning the numbers most AEO dashboards report. His test is simple. A metric needs a stable object, a repeatable observation, and a known denominator, and AI answers offer none of the three.

We think this is the most useful point in the talk. It explains why teams feel lost when a visibility score jumps or drops for no clear reason. It also lands on the move from ranking to representation, because if the answer changes on every run, the one thing you fully control is the information it draws from.

The Website Is the Starting Point

Santilli treats the website as the canonical source for buyers, answer engines, and training bots. As he put it,

"Your website is your public version of your context and is your public knowledge base."

He orders the work from what you control, to what you distribute, to what you earn. This corrects a common mistake. It's tempting to chase Reddit threads and listicle placements while your own product pages still describe the company three different ways. Fix the source first, and every mention you earn later points back to one consistent story.

Context Comes Before Content

In the session, Santilli builds every strategy, brief, and page on documented company context. That covers who you are, what you sell, who you serve, and the jobs your buyers are trying to get done.

We agree, and for HubSpot teams we'd go one step further. Much of that context already sits in your CRM, in product, persona, lifecycle, and deal records. A messy CRM doesn't stay inside sales ops. It leaks into your content briefs, your AEO prompts, and, eventually, the answers AI engines give about you.

Questions Beat Keywords

Santilli treats keyword lists as a faulty data set and replaces them with specific buyer questions, grouped into topics and ranked by fit, demand, and buying intent. His goal for marketing is blunt.

"I propose we just think about how to consistently become by far the best answer to every question that matters."

The logic holds up. A keyword squeezes dozens of intents into two or three words, while an AI prompt carries one person's full situation.

Our One Caution Is to Start the Earned Layer Early

Website-first is the right order, but it isn't a reason to wait on earned media. Only 32.3% of ChatGPT's top 1,000 citations came from content types brands can realistically influence, such as educational pages, reviews, news, and blogs. Those seats are scarce and earned mentions build slowly, so outreach should start while the website work is still underway.

The workshop sharpened a view we already hold. AEO isn't really a new channel. It's a test of how well your website, your CRM, and your reputation agree with each other.

What Makes AI Engines Include Your Brand in an Answer?

AI engines include brands they can identify clearly, confirm across several sources, and match to the buyer's question. No single tactic does that. It comes from seven signals working together.

1. Entity clarity. Your company name, category, products, and audience are described the same way on every page. An engine can't recommend you confidently if your homepage, About page, and product pages each tell a slightly different story.
2. Consistent brand information. Tiers, integrations, locations, and positioning match across your site, review sites, LinkedIn, and partner directories. Conflicting facts give engines a reason to cite someone else.
3. Answer-first structure. Introduce the main topic early and give readers a clear answer before expanding on the details. Cover the subject thoroughly and organize the content so readers and AI engines can easily understand it.
4. First-party expertise. Include original data, practical insights, and screenshots from your own work. First-hand evidence helps make your content more useful and distinctive from other sources.
5. Customer evidence. Use case studies, customer reviews, and documented results to support your claims and show how your products or services perform in real situations.
6. Third-party mentions. Mentions of your brand across trusted websites and platforms can help strengthen your online visibility. Focus on building a credible brand presence rather than relying on backlinks alone.
7. Conversational intent coverage. Answer the main question along with related questions your audience may ask. Covering these connected topics helps AI engines find relevant information and use your content to answer a wider range of queries.

These are correlations, not proven causes. Large brands naturally have more mentions, more content, and more visibility. Even so, the pattern is consistent enough to act on, and our guide to improving third-party brand mentions with HubSpot AEO shows how to find the sources worth pursuing.

Why Doesn't Prompt Tracking Work Like Rank Tracking?

Prompt tracking can't work like rank tracking because AI answers have no stable ranking to track. The answer changes with every run, model, user, and wording of the prompt.

In his AEO workshop, GrowthX CEO Marcel Santilli argued that an AI visibility score needs three things before it means anything. It needs a stable object, a repeatable observation, and a known denominator. Most prompt dashboards have none of the three, because the models, the context, and the people asking keep changing.

Research from SparkToro and Gumshoe backs this up with numbers. Across 2,961 runs of 12 prompts, ChatGPT and Google's AI returned the same list of brands less than once in 100 runs. The same list in the same order showed up closer to once in 1,000 runs.

Real prompts vary just as much. When 142 people wrote their own prompt for the same headphone question, the average semantic similarity between prompts was only 0.081. Yet the same four brands still appeared in 55–77% of the 994 answers. Position was noise, but presence was a real signal.

How Should You Measure AI Visibility?

Measure AI visibility the way you'd run a brand survey. Track how often your brand appears across many prompts over several weeks, and track mentions, citations, and accuracy as separate signals.

Marcel Santilli's workshop splits AI visibility into five areas, which are presence, influence, reputation, perception, and alignment. Here's how we map each one to the reports in HubSpot AEO.

HubSpot AEO is available with Marketing Hub Professional or Enterprise, or as a standalone HubSpot AEO subscription. Professional tracks up to 25 prompts a day and Enterprise up to 50, across ChatGPT, Gemini, and Perplexity. That limit makes prompt choice important, so follow these steps.

1. Group prompts by topic. Use prompt groups to read visibility for a whole topic, not a single prompt.
2. Review trends over weeks. Compare four-week windows, and ignore day-to-day swings.
3. Separate mentions from citations. HubSpot counts them separately because a source can be cited without naming your brand.
4. Benchmark against competitors. Share of Voice shows your portion of all brand mentions across your tracked prompts.
5. Connect visibility to pipeline. Watch AI referral traffic in your analytics and add a "How did you hear about us?" field to key forms.

For a step-by-step walkthrough, see our guide to benchmarking AI visibility against competitors.

What Should Your Team Change First?

Start with the website you control, then build the content and mentions around it, then measure and refine. We organize that work into three layers: Data Foundation, Connected Experience, and AI & Optimization.

Fix the Data Foundation

AI engines can only describe you accurately if your own facts are accurate and consistent. Audit your homepage, About page, product pages, and pricing page so each one describes the same company, category, and audience.

Your CRM belongs in this layer too. In Marketing Hub Professional and Enterprise, HubSpot AEO offers CRM-based prompt suggestions, so clean product, persona, and deal data leads to more relevant prompts to track.

Build a Connected Experience

Replace keyword lists with the actual questions buyers ask. Traditional keyword tools often miss these specific queries, so focus on understanding what your audience wants to know. Then assign each page a clear purpose.

• Create a page for a valuable question nobody on your site answers yet.
• Refactor a page that ranks but buries its answer.
• Retarget a page aimed at the wrong question or audience.
• Merge or sunset pages that compete with each other or no longer earn their place.
• Enrich and link strong pages with new data, examples, and internal links to related content.

Outside your site, earn mentions on the review sites, publications, communities, and YouTube channels your buyers already trust.

Measure With AI & Optimization

Run visibility checks in waves, then fix what the data shows. Look first at pages that already rank but aren't cited, since those are the closest wins. The Top owned citations report in HubSpot AEO shows which of your pages engines already trust, so you can model new pages on them.

If you want the full approach in one place, our modern guide to AEO and AI search visibility explains how AI search is changing the way buyers research, compare, and choose solutions.

How Can Campaign Creators Help Your Brand Get Cited in AI Search?

Our team starts with an AEO audit that shows where you appear, where competitors win, and which buyer questions count most. From there, we set up HubSpot AEO around your ICPs, products, and prompts, then restructure existing pages into answer-first content that engines can cite.

As a HubSpot Elite Solutions Partner, we build this work inside the HubSpot portal your team already uses. If you're ready to turn rankings into representation, see how our HubSpot SEO & AEO services work.

Recap

Ranking on Google can improve your chances of being cited by AI engines, but it does not guarantee that your brand will appear in their answers. Representation depends on clear, consistent brand facts, answer-first content, and mentions across the sources AI engines trust. Measure it as visibility across many prompts over time.

Want to know where your brand stands today? See how visible your site is in AI search with our free AEO Auditor.