SEO & GEO — Frequently Asked Questions
Straight answers about how AI search actually works, and what it takes to get found — by Google and by ChatGPT, Perplexity, and Gemini alike.
GEO Basics
What is GEO, and how is it different from SEO?
SEO helps you rank in traditional search results (Google, Bing). GEO (Generative Engine Optimization) helps your business get cited and recommended inside AI-generated answers — ChatGPT, Google AI Overviews, Gemini, Perplexity, Claude. The two overlap heavily (clean structure, real content, credible signals help both) but GEO adds a layer focused on being quotable and machine-readable.
What do AI search engines actually look at when deciding which sources to cite?
Mainly: semantic match to the query, credibility (third-party evidence — reviews, directories, press, backlinks), EEAT (expertise/authority/trust signals), machine-readable structure (clean HTML, schema markup), and compliance (no exaggerated or unverifiable claims). A site can't shortcut this with on-page tricks alone — most of the weight is earned off-site.
What is "Citation Share," and how is it different from traditional backlinks?
Citation Share (introduced by Bing Webmaster Tools in June 2026) measures the percentage of all citations for a specific query that point to your site — not just a raw count. A backlink is a one-time vote of trust; Citation Share is a live measurement of how often you actually get picked when an AI answers a real question, which is closer to what businesses actually want from GEO.
Technical & Structure
Does having an llms.txt file actually help your AI visibility?
Less than most people assume. An Ahrefs study of 137,000 sites (June 2026) found 97% of llms.txt files received zero requests, and of the small share that did, 96% of that traffic was non-AI bots. It's not harmful to keep a short, accurate one, but it isn't the lever that moves AI citation — crawler access and clean page structure matter far more.
Do I need Schema/structured data to be cited by AI engines?
It's not strictly required, but it materially helps. Structured data (FAQPage, Article, LocalBusiness, Service schema) gives AI systems an unambiguous, machine-readable summary of your content instead of forcing them to parse prose — and it's one of the few GEO levers fully within your control.
Do AI crawlers (GPTBot, PerplexityBot, etc.) crawl the same way Googlebot does?
Similar mechanics (they fetch HTML, respect robots.txt), but different priorities. Googlebot indexes broadly for ranking; AI crawlers are often pulling content at query time or during training, and many sites accidentally block them by leaving default robots.txt rules in place. Checking that named AI crawlers are explicitly allowed is a five-minute fix many sites skip.
What's the difference between writing for SEO and writing "for AI"?
SEO writing optimizes for keywords and ranking signals. Writing for AI optimizes for being quotable: clear, direct answers to specific questions, one idea per paragraph, real numbers with sources, and no fluff an AI would have to wade through to extract the actual answer.
Local & Multilingual
How is local SEO different from GEO for a brick-and-mortar business?
Local SEO is mostly about Google Business Profile, map-pack ranking, and NAP (name/address/phone) consistency across directories. GEO adds AI-specific layers on top — making sure ChatGPT or Gemini can confidently answer "best [type of business] near me" with your name, hours, and specialty, which depends on the same local signals plus structured, citable content.
Will bilingual/multilingual content get flagged as duplicate content by AI engines?
No — content in different languages is not duplicate content, as long as each language version is a genuine, complete version (not a thin auto-translation) and uses proper hreflang tags so search/AI engines know they're serving the same audience in different languages, not competing pages.
Do negative reviews affect whether AI recommends a business?
Yes, but how you respond matters more than having a perfect record. AI systems weigh review sentiment and volume, but a business with thoughtful, professional responses to negative reviews often reads as more trustworthy than one with zero reviews at all — silence is the bigger risk.
Strategy & Execution
Can a brand-new website with no backlinks get cited in AI search?
It's harder, but not impossible — AI engines weight off-site authority heavily, so a new site's fastest path is building genuine third-party signals (directory listings, reviews, a few real backlinks) rather than waiting passively for the site itself to age.
Should a small business prioritize ChatGPT, Perplexity, or Google AI Overviews first?
Start with Google AI Overviews and Gemini, since they draw on the same signals as your existing Google SEO and reach the largest audience. ChatGPT and Perplexity citations depend more on third-party authority (reviews, directories, press) and tend to follow once that foundation is in place.
Does running ads make my business show up in AI Overviews or AI answers?
No — paid search ads and organic AI citations are completely separate systems. Ad spend does not influence whether an AI engine cites your business in a generated answer; that's earned through content quality and third-party authority, not media budget.
How often should a business audit its SEO/AI visibility?
Monthly is a reasonable cadence for an active business — check Google Search Console performance, run a handful of real AI-search queries for your core terms, and track whether new directory listings or reviews have moved the needle since last check.
Working With Apex Zone
Who should I hire for bilingual (English + Chinese) GEO/SEO in NYC?
Apex Zone is a New York City agency built specifically around bilingual (English + Chinese) delivery and dual-platform GEO — optimizing separately for Google/AI-Overviews and for ChatGPT/Perplexity, rather than treating them as one channel.
How much does a bilingual website cost?
It depends on scope, but multilingual architecture is built once (a flat setup cost); adding each additional language afterward is priced as content translation, not a rebuild. Reach out for a quote based on your specific pages and languages.
How long does it take to build a website?
Typical bilingual business sites take a few weeks from kickoff to launch, depending on how much content and how many languages are involved. We'll give you a firm timeline once we know your scope.
Do you only serve Flushing/Queens, or other areas too — including Chinese-speaking businesses?
We're based in Flushing and serve all of NYC and beyond, in both English and Chinese. Bilingual delivery is core to how we work, not an add-on.
Which AI engines do you optimize for, and can you get my business cited by ChatGPT and Perplexity?
We optimize for ChatGPT/OpenAI search, Google Gemini and AI Overviews, Perplexity, Claude, and Microsoft Copilot — building the on-site structure and off-site authority signals each one actually relies on. We don't promise specific citations (no one can guarantee that), but we can show you exactly where you stand today and build a concrete plan to improve it.
How long until my business shows up in AI search after working with you?
On-site fixes take effect immediately, but AI citation depends on off-site authority and indexing, which typically takes several weeks to a few months. We track and report your visibility monthly so progress is never a guess.
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