Multi-platform AEO # Do different AI platforms require different AEO strategies? ChatGPT, Gemini, Claude, Perplexity, Grok and Google AI do not all produce the same answers or use information in exactly the same way. Learn which AEO foundations should stay consistent and where your strategy needs to adapt by platform. **By Zire Editorial Team** 14 min read Updated 31 August 2026 Quick answer **Does each AI platform need different AEO?** **Not completely.** The core AEO foundations remain broadly consistent: publish useful content, make your business understandable, remain technically accessible, support claims with evidence and build credible visibility beyond your own website. What changes is **how you measure and prioritise those foundations for each platform.** Different AI products can retrieve different sources, use different models and produce different recommendations for the same customer question. Shared foundations Different retrieval Different sources Measure separately 01 One strategy or six? ## You need one strong AEO foundation — not six separate websites. The biggest mistake would be creating one version of your website for ChatGPT, another for Gemini and another for Claude. The fundamentals that make information useful to AI-powered answer systems overlap heavily. Clear content, technical accessibility, strong entity information, original evidence and credible external references are valuable regardless of which platform eventually discovers the information. The differences become more important when you move from **foundations** to **measurement and prioritisation**. Shared foundation **Core AEO** Content · technical · entity · evidence · authority **ChatGPT** Measure **Gemini** Measure **Claude** Measure **Perplexity** Measure **Grok** Measure **Google AI** Measure **The practical approach** Use one strong AEO strategy for your underlying website and brand, then monitor each AI platform independently and adapt your priorities when the answer evidence shows meaningful differences. 02 Shared AEO foundations ## What should stay the same across every AI platform? Start with the things you can improve once and benefit from across your entire digital presence. ### Technical accessibility Important public content should be discoverable and accessible rather than accidentally hidden from relevant crawlers. Crawling Indexing ### Clear brand information Make it easy to understand what your company does, who it serves and where it fits within its market. Entity Positioning ### Useful content Answer real questions clearly and cover the follow-up information a customer genuinely needs. Answers Intent ### Original information Add data, examples, methodology, experience and insights that make your content more than another generic summary. Research Experience ### Citable source material Create facts and explanations that can stand alone and genuinely support an answer. Citations Evidence ### Wider authority Build legitimate visibility through industry coverage, expert references and other independent sources. PR Authority These are the same foundations covered in our [practical AEO checklist](https://zire.ai/how-to-improve-your-ai-visibility-a-practical-aeo-checklist/) and [AI content optimisation guide](https://zire.ai/how-to-optimise-content-for-ai-answers/). 03 Why platforms differ ## Why can the same prompt produce completely different answers? An AI product is not simply displaying a universal database of answers. Different systems can use different models, retrieval tools, indexes and answer-generation methods. **Different models** The underlying models may interpret and synthesise the same information differently. **Different retrieval** Platforms may search or retrieve information through different systems and techniques. **Different source sets** One platform may discover a page or domain that another system does not surface. **Different answer formats** Some products emphasise citations, while others may present recommendations or supporting links differently. **Google documents this difference directly** Google says AI Overviews and AI Mode can use different models and techniques and therefore may show different responses and supporting links. Its AI features can also use query fan-out to run multiple related searches across subtopics and data sources. [Google’s AI feature documentation](https://developers.google.com/search/docs/appearance/ai-features) 04 Platform-specific AEO ## How should your AEO emphasis change by platform? The following are not separate optimisation formulas. Think of them as platform-specific areas worth paying particular attention to.  → ### ChatGPT Keep important public content available to OAI-SearchBot and monitor whether ChatGPT Search discovers, cites and recommends your brand. ChatGPT AEO → [ChatGPT →](https://zire.ai/ai-platforms/chatgpt/)  → ### Gemini Monitor Gemini separately because answers may surface public web sources and related links differently from Google’s Search products. Gemini AEO → [Gemini →](https://zire.ai/ai-platforms/gemini/)  → ### Claude Claude can search the web when current or specialised information is useful and provides citations to the sources it uses. Claude AEO → [Claude →](https://zire.ai/ai-platforms/claude/)  → ### Perplexity Source visibility deserves particular attention because citations and original source links are central to the product experience. Perplexity AEO → [Perplexity →](https://zire.ai/ai-platforms/perplexity/)  → ### Grok Track Grok independently rather than assuming strong visibility in another platform will transfer automatically. Grok AEO → [Grok →](https://zire.ai/ai-platforms/grok/)  → ### Google AI SEO remains the foundation. Pages must be indexed and eligible for a normal Search snippet to qualify as supporting links in AI features. Google AI AEO → [Google AI →](https://zire.ai/ai-platforms/google-ai-overview/) 05 Platform comparison ## Where should you place extra emphasis? Every platform still benefits from the same strong fundamentals. The differences below are useful measurement priorities rather than exclusive tactics. | Platform | Shared foundation | Extra area to monitor | Useful metric | | --- | --- | --- | --- | | ChatGPT | Useful accessible content | Search discovery and source citations | Mentions + citations | | Gemini | Clear relevant information | Public-web source visibility | Mentions + source links | | Claude | Useful authoritative content | Web-search source selection | Mentions + citations | | Perplexity | Useful source material | Citation and domain visibility | Citation rate | | Grok | Relevant credible information | Platform-specific answer visibility | Mentions + recommendations | | Google AI | SEO + useful original content | Search eligibility and supporting links | AI visibility + Search performance | **Don’t optimise from assumptions** If your brand already performs strongly on Perplexity but poorly on ChatGPT, investigate the actual source and competitor differences in those answers before changing the website. 06 Multi-platform content ## Should you create separate content for ChatGPT, Claude and Gemini? Usually, no. A page should exist because it answers a useful audience question — not because you want six near-identical versions targeting AI brand names. Content strategy **One useful resource vs provider doorway pages** Avoid ### Six almost identical articles “How to choose accounting software for ChatGPT” “How to choose accounting software for Claude” “How to choose accounting software for Gemini” The provider name adds no genuine user value. Better ### One definitive comparison “Best accounting software for small businesses: features, pricing and use cases.” Create one genuinely useful resource and measure how every AI platform uses it. There are exceptions. A provider-specific page can make sense when the **subject genuinely is the platform itself** — exactly as Zire has separate guides explaining visibility across [ChatGPT](https://zire.ai/ai-platforms/chatgpt/), [Claude](https://zire.ai/ai-platforms/claude/) and [Perplexity](https://zire.ai/ai-platforms/perplexity/). **Optimise for the question, measure by the platform** This is the simplest useful rule for multi-platform AEO. Your content strategy starts with customer intent; your measurement strategy then shows how each provider responds. 07 Measure platforms separately ## The same prompt is your best comparison tool. If you want to understand platform differences, run the same commercially relevant questions across each provider and compare the results. Mentions **Who knows the brand?** Compare whether your business appears in each provider’s answer. Recommendations **Who recommends you?** See whether the consideration set differs by platform. Citations **Who uses your site?** Compare citation visibility where sources are exposed. Sources **What shapes each answer?** Find domains repeatedly associated with each provider. Competitors **Who wins where?** Identify competitors with particularly strong platform visibility. Trend **Which platform is moving?** Track platform-specific visibility over time. This is where [Prompt Tracking](https://zire.ai/platform/prompt-tracking/) becomes particularly useful: the prompt remains constant while the provider changes. 08 Prioritising AI platforms ## Do you need to optimise for every AI platform equally? Not necessarily. Your priorities should reflect your audience, commercial opportunities and current visibility gaps. **Where is your audience?** Prioritise the AI products most relevant to how your customers research. **Where is the commercial opportunity?** Recommendation prompts may deserve more attention than low-value informational prompts. **Where is your biggest gap?** A weak provider can create a clearer opportunity than one where you’re already strong. **Where are competitors strongest?** Competitor dominance can help identify where investigation is most valuable. **Don’t chase every platform difference** If one provider produces a slightly different answer once, that is not automatically an optimisation opportunity. Look for repeatable, commercially meaningful patterns. Official resources ## How the platforms describe their own search experiences. When making provider-specific technical decisions, first-party documentation is more useful than assuming every AI product works in the same way. [OpenAI **ChatGPT Search discovery and OAI-SearchBot**](https://help.openai.com/en/articles/12627856-publishers-and-developers-faq) [Google **AI Overviews and AI Mode**](https://developers.google.com/search/docs/appearance/ai-features) [Anthropic **Claude web search and citations**](https://www.anthropic.com/news/web-search) [Perplexity **Web search, sources and citations**](https://www.perplexity.ai/help-center/en/articles/10352155-what-is-perplexity) [Google Gemini **Sources and related links in Gemini**](https://support.google.com/gemini/answer/14143489?hl=en) **Key takeaways** - You don’t need six completely separate AEO strategies. - Core content and technical foundations overlap. - Different platforms can retrieve different sources. - Citation behaviour varies by provider. - The same prompt can produce different recommendations. - Measure each provider independently. **Related guides** [What is AEO? →](https://zire.ai/what-is-answer-engine-optimisation-aeo/) [AEO checklist →](https://zire.ai/how-to-improve-your-ai-visibility-a-practical-aeo-checklist/) [Optimise AI content →](https://zire.ai/how-to-optimise-content-for-ai-answers/) [Get cited by AI →](https://zire.ai/how-to-get-cited-in-ai-answers/) Compare AI platforms **See where your visibility changes by provider.** Track the same customer questions across the leading AI platforms and compare the answers. [Start free trial →](https://zire.ai/register/) Multi-platform AI visibility ## One prompt. Six different visibility stories. Zire tracks the same customer questions across the leading AI platforms so you can see where your brand is mentioned, recommended or cited — and where the answer changes. **Keep the prompt consistent** Compare like-for-like questions across providers. **→** [View linked page →](https://zire.ai/platform/prompt-tracking/) **See who wins on each platform** Find provider-specific competitor gaps. **→** [View linked page →](https://zire.ai/platform/competitor-tracking/) **Compare source behaviour** See whether different providers rely on different domains. **→** [View linked page →](https://zire.ai/platform/citation-tracking/) Platform comparison **Same prompt · different answers** **6 providers** Tracked prompt **Which platforms are best for monitoring AI visibility?** **ChatGPT** Mentioned Recommended Cited **Gemini** Mentioned Not recommended Source varies **Claude** Mentioned Recommended Not cited **Perplexity** Mentioned Not recommended Cited **Grok** Not mentioned Not recommended — **Google AI** Mentioned Varies Supporting link Biggest visibility gap **Your brand is currently absent from Grok for this prompt** **→** Multi-platform AEO FAQs ## Questions about AEO across different AI platforms. Quick answers about optimising and measuring visibility across ChatGPT, Gemini, Claude, Perplexity, Grok and Google AI. ### Do I need a different AEO strategy for every AI platform? Not completely. Technical accessibility, clear brand information, useful content, evidence and authority are shared foundations. The important difference is to measure each platform separately and adapt your priorities when the data shows different visibility patterns. ### Should I create separate ChatGPT and Claude content? Usually not. Create content around genuine customer questions rather than producing near-identical pages for individual AI platforms. Provider-specific content makes sense when the platform itself is genuinely the subject of the page. ### Why does ChatGPT recommend me but Gemini doesn’t? Different systems can use different models, retrieval methods and source sets. Compare the sources, competitors and wording of the answers before deciding which optimisation is appropriate. ### Is Google AI optimisation different from ChatGPT AEO? There is significant overlap, but Google explicitly states that its generative AI Search features remain rooted in its core Search ranking and quality systems. Pages need to meet normal Google Search eligibility requirements to appear as supporting links. ### Is Perplexity different because it shows citations? Citation visibility is particularly prominent in Perplexity. Perplexity describes itself as an AI-powered search engine that searches the web and returns answers backed by citations and links to original sources. ### Does Claude use web sources? Yes. Anthropic’s web-search functionality allows Claude to search current web information when appropriate, and web-sourced responses include citations to the source material. ### Which AI platform should I optimise for first? Prioritise according to your audience, commercial value and current visibility gaps rather than assuming one provider is universally most important. Where practical, establish a baseline across several major platforms first. ### How do I compare AEO performance across platforms? Run a consistent set of relevant prompts across each provider and compare brand mentions, recommendations, citations, competitor visibility, source domains and changes over time.