Skip to content
Generative AIs like Google AI Overview, Perplexity, Bing Copilot, and ChatGPT are changing how people discover information online. Unlike traditional search engines, these systems don't read content the same way. To be referenced or cited in their responses, your content must be structured and published in ways that align with each AI's unique preferences.
This guide breaks down the key differences between these platforms and outlines best practices for optimizing your visibility. For deeper insights, see our article: Google AI Overview can reduce web traffic by up to 79%.
1. Google AI Overview (Gemini)
Google AI Overview prioritizes well-structured content that's easy to parse and summarize. It values clear HTML tags, visible FAQs, Schema.org structured data, and strong signals of authority like backlinks and source credibility.
To optimize for Gemini:
- Use FAQ markup or JSON-LD to highlight structured answers
- Organize content around specific, clearly worded questions
- Start each section with a direct answer, then elaborate
More on this strategy: Answer-first in GEO: Structure your content to be cited by ChatGPT and Google AI.
2. Perplexity
Perplexity favors content that cites sources with visible, clickable URLs. It also relies heavily on public, unrestricted documents and prefers academic or journalistic-style writing hosted on forums, expert blogs, and PDF files.
Recommended optimizations:
- Display source URLs directly in the content body
- Avoid interstitials, login walls, or blocked crawlers
- Distribute content via platforms like Medium or industry forums
3. Bing Copilot
Bing Copilot pulls content primarily from Bing. It favors content published in Microsoft's ecosystem (LinkedIn, Docs), technically structured pages, and domains validated in Bing Webmaster Tools.
Optimizations for Copilot:
- Submit your sitemap to Bing Webmaster Tools
- Publish thought leadership on LinkedIn and tech blogs
- Use semantic HTML tags and clear subheadings
4. ChatGPT
ChatGPT (GPT-4) was trained on Common Crawl, Wikipedia, Reddit, StackExchange, and similar sources. It prioritizes clear, educational content, practical examples, and relevance between user queries and the information provided.
For better visibility:
- Use a friendly, human-readable writing style
- Structure content around use cases, tutorials, or comparisons
- Include glossary terms, FAQs, and simple tables
AI platform comparison table
| AI | Structuring | Citations / URLs | Authority | Content clarity |
|---|---|---|---|---|
| Google AI Overview | Very strong | Optional | Critical | Required |
| Perplexity | Moderate | Essential | Medium | Helpful |
| Bing Copilot | Important | Recommended | Critical | Required |
| ChatGPT | Good | Helpful | Moderate | Essential |
AI optimization: complementary to SEO
AI optimization doesn’t replace SEO—it complements it. To gain visibility across AI platforms, it’s important to combine technical structure with useful writing and strategic distribution.
- Use clean HTML and structured data (Schema.org, FAQPage, Dataset)
- Write with clarity and prioritize usefulness
- Publish content in ecosystems AIs scan: forums, PDF repositories, help centers
- Build trust with clear sourcing and consistent formatting
To learn more, explore our AI content optimization services (GEO) or check out our traditional SEO solutions.
