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.
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.
The underlying models may interpret and synthesise the same information differently.
Platforms may search or retrieve information through different systems and techniques.
One platform may discover a page or domain that another system does not surface.
Some products emphasise citations, while others may present recommendations or supporting links differently.
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 documentationHow 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 →
Gemini
Monitor Gemini separately because answers may surface public web sources and related links differently from Google’s Search products.
Gemini AEO →
Claude
Claude can search the web when current or specialised information is useful and provides citations to the sources it uses.
Claude AEO →
Perplexity
Source visibility deserves particular attention because citations and original source links are central to the product experience.
Perplexity AEO →
Grok
Track Grok independently rather than assuming strong visibility in another platform will transfer automatically.
Grok AEO →
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 →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 |
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.
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.
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”
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 , Claude and Perplexity .
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.
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.
Compare whether your business appears in each provider’s answer.
See whether the consideration set differs by platform.
Compare citation visibility where sources are exposed.
Find domains repeatedly associated with each provider.
Identify competitors with particularly strong platform visibility.
Track platform-specific visibility over time.
This is where Prompt Tracking becomes particularly useful: the prompt remains constant while the provider changes.
Do you need to optimise for every AI platform equally?
Not necessarily. Your priorities should reflect your audience, commercial opportunities and current visibility gaps.
Prioritise the AI products most relevant to how your customers research.
Recommendation prompts may deserve more attention than low-value informational prompts.
A weak provider can create a clearer opportunity than one where you’re already strong.
Competitor dominance can help identify where investigation is most valuable.
If one provider produces a slightly different answer once, that is not automatically an optimisation opportunity. Look for repeatable, commercially meaningful patterns.
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.
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.
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.
