Guilherme Hortinha is the co-founder of Index Lab, an answer-engine-optimisation (AEO) and generative-engine-optimisation (GEO) agency. He leads the agency's AI-visibility work — from technical foundations and structured content to off-site authority — helping brands become the answer AI gives across ChatGPT, Gemini, Perplexity and Google AI.
Combining over a decade of global marketing with hands-on AI-search research, he has taken clients from zero AI visibility to top recommendations — doubling a Dubai restaurant's delivery orders, ranking an express-facial brand #1 on ChatGPT before it even opened, and landing a marketplace its first AI-sourced customer in under six weeks.
He writes about how large language models decide which brands to recommend, the technical signals that make a site citable, and the strategy shifts every brand needs as search becomes conversation.
[ Articles by Guilherme ]
Why Ecommerce Stores Are Leaving Google for AI Search
Ecommerce AI traffic converts 2x better than Google search. Learn how online stores are switching to AI-powered discovery for higher conversions.
Read →Strategy & InsightsWhy Brands Are Shifting to Answer Engine Optimization in 2026
Answer engine optimization adoption drives 61% more AI mentions and 2x higher conversions. Learn why brands are shifting strategies in 2026.
Read →AI Visibility FoundationsHow to Get Your Brand Recommended by ChatGPT and Gemini
Read →AI Visibility FoundationsAI Search Ranking: Why It Matters for Brands
Read →NewsHow will ChatGPT Ads look like in 2026?
Read →Strategy & InsightsAEO vs SEO: Why Your Strategy Needs Both
Read →Tools & FrameworksWhat are the best AI SEO tools in Dubai in 2026?
Read →AI Visibility FoundationsHow LLMs Choose Which Brands to Recommend
Read →Strategy & InsightsAI traffic converting at 3 to 5x better rate than Google
Read →Tools & FrameworksBest 8 SEO Optimization Software – Expert Comparison 2025
Read →AI Search EcosystemAI Visibility Through OpenAI Partnerships
Read →Strategy & InsightsWhy Traditional SEO Is No Longer Enough: How AI Search is Changing B2B Buyer Decision-Making
Read →AI Search EcosystemWhat is Wikidata?
Read →AI Visibility FoundationsThe Concept of a Topical Neighbourhood
Read →Strategy & InsightsReal Estate’s Impact on AI
Read →AI Visibility FoundationsHow To Structure Content for AI Visibility
Read →Strategy & InsightsWhy Companies Must Stay in Vogue
Read →AI Visibility FoundationsRank in AI Search: LLM Guide
Read →AI Visibility FoundationsHow to win in this new era of AI search?
Read →AI Search EcosystemMicrosoft’s Advice on Optimising Your Content for AI Search
Read →Strategy & InsightsWhat Will Be My ROI for AI SEO?
Read →NewsWhen will ChatGPT have ads?
Read →AI Search EcosystemWhy Do 90% of Businesses Fear Losing SEO Visibility?
Read →NewsOpen AI announces ChatGPT shopping research
Read →Strategy & InsightsWhat Is the Future of AI Commerce?
Read →Strategy & InsightsWhich Form Could AI Browsers Take in the Future?
Read →AI Visibility FoundationsWhat Is EEAT and Why Does It Matter for AI Visibility and AI SEO?
Read →Strategy & InsightsHow to Decide Which Questions to Optimise for in AI SEO?
Read →Technical AEOHow Many AI Search Friendly Blog Articles Should You Post Per Week?
Read →Technical AEOWhat Is the Difference Between Being Visible on ChatGPT and Being Present in GPT’s Training Data?
Read →Strategy & InsightsWhy AI SEO Is Really Not SEO
Read →NewsHow to Prepare Your AI Visibility for Black Friday in 2025?
Read →Strategy & InsightsThe Dangers of Black Hat AI SEO Techniques
Read →Strategy & InsightsAI SEO in the Travel Industry
Read →NewsChatGPT Mentions Brands, Google AI Narrows Focus
Read →AI Search EcosystemWhat is McKinsey saying about AI search?
Read →Strategy & InsightsWhich industries need AI SEO optimisation the most right now?
Read →NewsHas ChatGPT stopped citing Reddit?
Read →NewsX Introducing Ads!
Read →AI Search EcosystemWhat Is Google Perspectives?
Read →Technical AEOWhat Happens if you Stop Blogging on your Website?
Read →NewsDoes ChatGPT Have Ads
Read →NewsWhat is the OpenAI Roadmap for 2026?
Read →AI Search EcosystemAI Impact on Wikipedia
Read →Strategy & InsightsHow Will Google Search Evolve in the Age of AI?
Read →AI Visibility FoundationsHow to Rank Your Brand in AI Overviews? (Updated October 2025)
Read →Strategy & InsightsSEO and AI SEO Venn Diagram: Understanding the Overlaps and New Opportunities
Read →NewsWhat is the latest on ChatGPT ads sponsored answers?
Read →Tools & FrameworksWhat Are the 10 Best AI SEO Tracking Tools for Small Businesses?
Read →AI Search EcosystemAre my Customers Using ChatGPT to Search?
Read →Technical AEOHow to ensure Cloudflare is not blocking AI bots (October 2025 quick demo)
Read →Technical AEOLLMs.txt: Does It Actually Work? (Updated October 2025)
Read →AI Visibility FoundationsWhat Does It Take to Be AEO and AI SEO-Optimised?
Read →Strategy & InsightsWill AI Search Optimisation Give Me an Advantage Over My Competitors?
Read →NewsOpenAI Announces ChatGPT Instant Checkout, in Partnership with Etsy, Shopify
Read →AI Visibility FoundationsHow Long Does It Take to See Results of AI SEO Optimisation?
Read →Strategy & InsightsHow to Decide Which Questions to Optimise for on ChatGPT?
Read →Tools & FrameworksWhat are the 3 pillars of AI SEO (December 2025 Guide)
Read →AI Visibility FoundationsHow to Recover Lost Traffic from AI? (September 2025 guide)
Read →[ FAQ ]
What is Index Lab?+
Index Lab is an AI-native visibility agency. We make brands the answer AI gives, getting you discovered, cited and recommended across ChatGPT, Gemini and Google AI.
Can I work directly with the team here?+
Yes. Our clients get real-time, transparent access to the specialists doing the work, not a layer of account managers in between.
How do I get in touch or get started?+
Run a free visibility check to see where your brand stands, or contact us directly to talk through your goals.

