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Articles, best practices and insights. For the buyers who ask AI first.
Siftly joins Maruti Suzuki’s Incubation Programme.
The YC-backed GEO platform has been selected as one of five startups in Cohort 5 of the Maruti Suzuki Incubation Programme (MSIP), chosen to bring AI-search brand visibility to India’s largest automaker, alongside Sarvam AI and three others.
Latest articles.
How AI Engines Cite Sources Differently
ChatGPT, Perplexity, Gemini & Google AI cite sources in different ways. See how each engine chooses and shows citations, and what it means for you.
AI Citation Drift: What It Means for Your Brand
AI citation drift is when the sources AI cites for a query change over time. Learn what causes it, why it matters for brands, and how to track it.
Generative Engine Optimization (GEO): The Complete Guide for 2026
Generative engine optimization (GEO) is how you get cited by ChatGPT, Perplexity & Google AI. The complete 2026 guide: tactics, tools & metrics.
Answer Engine Optimization (AEO): The Complete 2026 Guide
Answer engine optimization (AEO) gets your brand cited by AI. The complete 2026 guide: what AEO is, how it works, and the tactics that win answers.
AEO vs GEO vs SEO: What's the Difference?
AEO vs GEO vs SEO explained simply. Learn how SEO, GEO and AEO differ, where they overlap, and which your brand needs in 2026.
How to Optimize Content for Google AI Overviews
A practical guide to optimizing content for Google AI Overviews: how AI Overviews pick sources and the tactics to get your pages cited.
How to Optimize for AI Overviews (8 Tactics)
Eight proven tactics to optimize for AI Overviews and get your content cited by Google's AI. Practical, up-to-date AI Overviews optimization tips.
How to Optimize Content for LLMs
Learn how to optimize content for LLMs like ChatGPT and Claude: structure, schema and signals that make AI-friendly content get cited.
Is SEO Dead With AI?
Is SEO dead now that AI answers questions directly? The honest 2026 take: what's changed, what still works, and how SEO and GEO fit together.
GEO and SEO Together: A Complete Guide
How to run GEO and SEO together. A complete guide to GEO content optimization that wins both Google rankings and AI citations in 2026.
The GEO Checklist for Content Optimization
A practical GEO optimization checklist for every page: the on-page, technical, and authority steps to get cited by AI engines. Free download.
AI Brand Visibility: How to Measure and Improve It in 2026
AI brand visibility is how often AI engines name and recommend you. Learn to measure and improve your AI searchability across ChatGPT & Perplexity.
AI Visibility Metrics: The KPIs Every Team Should Track
The AI visibility metrics that matter: mention rate, share of voice, sentiment, citation rate, and your AI visibility score. What to track and why.
AI Visibility Tools Pricing Comparison (2026)
A clear pricing comparison of the top AI visibility tools in 2026: Siftly, Profound, Peec AI, Otterly & more. See what each costs and includes.
LLM Brand Tracking: The Complete Guide
LLM brand tracking monitors how ChatGPT, Claude, Gemini & Perplexity mention your brand. The complete 2026 guide to tracking your LLM visibility.
AI Referral Traffic: How to Track and Grow It
AI referral traffic is the visitors AI engines send to your site. Learn how to track ChatGPT and Perplexity referral traffic and grow it in 2026.
AI Search Market Share in 2026
AI search market share in 2026: ChatGPT, Perplexity, Gemini & Google AI Overviews usage data, and what it means for your brand's visibility.
How to Measure GEO ROI
Learn how to measure the ROI of generative engine optimization: the metrics, the math, and how to prove AI search optimization drives revenue.
AI Share of Voice: The Complete Guide
AI share of voice is your % of AI answers vs competitors. Learn the definition, the formula, what's a good score, and how to track it across engines.
AI Search Optimization Tools: The Complete 2026 Guide
The complete guide to AI search optimization tools in 2026: what they do, the best options for businesses and creators, and how to choose.