Getting Cited in Perplexity, Gemini, and Google AI Mode

Four engines, four sets of habits, and a lot of advice that only ever tested one.

Four Engines, Four Sets of Habits

Most writing about AI visibility tests ChatGPT and then generalizes. That is a mistake, because the engines source differently enough that tactics do not transfer cleanly.

Perplexity is citation-first and heavily live-retrieval. Gemini leans on Google's existing understanding of entities and places. Google AI Mode sits on top of Google's own index and behaves closest to classical search. Copilot draws on Bing, which has a meaningfully different index from Google.

You do not need four strategies, just a clear view of which of your assumptions came from testing one engine.

Perplexity: Citations Are The Product

Perplexity shows its sources by design, and it retrieves live for most queries rather than relying purely on training data. That makes it the most responsive of the four to recent publishing, and the easiest to test, because you can see exactly which pages it used.

It favors pages that answer directly and are structured enough to quote. Clear headings, short paragraphs, and a direct answer near the top all help. It also draws on Reddit and forum discussion more heavily than the others, which cuts both ways for a small business.

The practical move is to use Perplexity as your diagnostic. Ask it your ten most important customer questions and read the citation list. Those are the pages your competitors got cited for, and the gap between their pages and yours is your work list.

Gemini: The Entity Graph Still Matters

Gemini has access to Google's accumulated understanding of businesses, places and entities. For a local business that means your Google Business Profile is doing quiet work in the background, and it means inconsistencies across the web are more visible to Gemini than to a pure retrieval engine.

The implication is unglamorous. Getting named by Gemini looks a lot like classical local SEO hygiene. Consistent name, address and phone. Correct primary category. Complete profile. Real reviews with real text.

If your Google Business Profile is thin or wrong, no amount of content writing compensates, because you are arguing with a record Google already holds.

Google AI Mode: Ranking Is Still The Entry Fee

AI Mode generates its answer from pages Google already ranks. In practice that means classical SEO is the prerequisite rather than a parallel track. Pages that rank on the first two pages are candidates. Pages that rank on page six are not.

This is the part of AEO that is plain SEO, and it is worth being blunt about it because a lot of the market is selling it as something new. If you are not ranking, the fix is ranking.

The one addition worth making is structure. Among pages that already rank, the ones that get pulled into the answer tend to have a clear question-and-answer shape, headings that match how people ask, and a direct statement rather than a windup.

What Works Across All Four

A handful of things pay off no matter which engine you care about, and they are where a small business should spend first.

Answer the question in the first two sentences of the section that addresses it. Use headings that match the phrasing people use. Keep facts in text rather than in images or PDFs. State your location and service area explicitly. Keep your details consistent everywhere they appear. Publish something substantial rather than many thin things.

None of that is exotic, which is the honest summary of AEO right now. The engines differ in sourcing, not in what they consider a good page.

What Only Works On One

Some things are engine-specific enough to be worth knowing before you spend time on them.

Reddit and community presence moves Perplexity noticeably and the others much less. Google Business Profile work moves Gemini and AI Mode and does relatively little for Perplexity. Bing Webmaster Tools and Bing Places matter for Copilot and are ignored entirely by the rest, which is why Copilot is often the cheapest win for a business that has never touched Bing.

Recency helps Perplexity most, because it retrieves live. Publishing something new will show up there in days and in the others considerably later, if at all.

How To Check Where You Stand

There is no rank tracker for this that is worth paying for yet, and the tools claiming otherwise are mostly inferring from a small sample of prompts. Do it manually and it takes twenty minutes.

Write down ten questions a customer would ask before buying from you. Run all ten through ChatGPT, Perplexity, Gemini and Copilot. Record whether you are named, who else is, and whether the description of you is accurate. Repeat monthly and keep the sheet.

The trend across months is the signal. Any single answer is noisy, because these systems vary their output run to run. Three months of the same competitor being named and you not being named is not noise.