Guides and resources
Everything we publish about AI search visibility — guides, comparisons, glossary entries, and free tools. Use it to measure how often AI engines name your brand, benchmark against competitors, and ship content that actually gets cited.
In-depth guides
Why You Should Monitor Brand Mentions in AI Search Results
Learn why monitoring brand mentions in AI search results matters, which metrics to track, and how to improve visibility across ChatGPT and Perplexity.
Open pageAI Citation Tracking: The Complete Guide for 2026
See exactly which URLs ChatGPT, Perplexity & Google AI cite about your brand. Learn AI citation tracking — the metrics, the tools, and how to start.
Open pageGenerative 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.
Open pageAI 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.
Open pageAI 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.
Open pageAI 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.
Open pageHow to Track AI Overviews Rankings
Learn how to track Google AI Overviews citations, share of voice, cited pages, competitor presence, and ranking movement without relying on manual screenshots.
Open pageAgentic Commerce: The Complete 2026 Guide
Learn what agentic commerce means, how AI agents search and buy for customers, and how brands prepare product feeds, pages, and content for AI shopping.
Open pageAnswer Engine Optimization: The Practical Playbook
A practical AEO playbook for getting cited by AI answer engines, with readiness checks, prompt strategy, content structure, schema, and measurement.
Open pageThe Complete Guide to llms.txt for AI Search Visibility
Learn what llms.txt is, what it can and cannot do for AI visibility, how to structure the file, and how to publish it at your site root.
Open pageUse cases
AI Search Optimization for Agencies
Track and improve AI search visibility for every client. Siftly for agencies — monitor brand mentions in ChatGPT & Perplexity and prove GEO ROI.
Open pageAI Search Visibility for B2B SaaS
Get your SaaS recommended by AI. Siftly for B2B SaaS — track how ChatGPT & Perplexity rank you in "best tool" and competitor-alternative answers.
Open pageGEO for Legal Firms
Help your law firm get recommended by AI. GEO for legal firms — track how ChatGPT & Perplexity mention your firm and improve your AI visibility.
Open pageFeatures
AI Rank Tracking Software
Track where your brand ranks inside ChatGPT, Perplexity, Copilot, Google AI Mode, AI Overviews, and LLM answers, with cited sources and movement over time.
Open pagePerplexity Rank Tracker
See where your brand shows up in Perplexity answers, which sources get cited, which competitors appear, and how position changes over repeated checks.
Open pageChatGPT Rank Tracker
Track where your brand ranks in ChatGPT answers, split by answer mode, model, prompt, competitors, cited sources, and movement over time.
Open pageCopilot Rank Tracker
Track where your brand appears in Microsoft Copilot answers, which sources are cited, which competitors show up, and how position changes over time.
Open pageLLM Rank Tracker
Track how your brand ranks across LLM answers from ChatGPT, Claude, Gemini, Perplexity, Copilot, and other AI engines with prompt-level movement.
Open pageGoogle AI Mode Rank Tracker
Track where your brand appears in Google AI Mode answers, which competitors are named, which sources are cited, and how position changes over time.
Open pageAI Overviews Rank Tracker
Track where your brand appears in Google AI Overviews, which URLs are cited, which competitors appear, and how your citation position changes over time.
Open pageSiftly vs. the alternatives
Siftly vs Otterly: Which AI Visibility Tool Is Right for You?
Siftly vs Otterly compared on engine coverage, features, and price. See which AI visibility platform fits your team — and the best Otterly alternative.
Open pageSiftly vs Peec AI: Which Should You Choose?
Siftly vs Peec AI compared on coverage, competitive analysis, and price. Find the best Peec AI alternative for tracking your AI search visibility.
Open pageSiftly vs Profound: Which Fits Your Team?
Siftly vs Profound compared on depth, pricing, and fit. See the best Profound alternative for teams that want AI visibility without enterprise cost.
Open pageSiftly vs Scrunch AI: How They Compare
Siftly vs Scrunch AI compared on monitoring, content, and fit. Find the best Scrunch AI alternative for tracking and improving AI visibility.
Open pageSiftly Comparisons
Compare Siftly with Semrush, Otterly, Peec AI, Profound, Writesonic, Scrunch AI, and the broader AI visibility and GEO tools market.
Open pageGlossary
What Is Generative Engine Optimization (GEO)?
Generative engine optimization (GEO) is optimizing content so AI engines cite your brand in answers. Clear definition, examples, and how it works.
Open pageWhat Is Answer Engine Optimization (AEO)?
Answer engine optimization (AEO) is optimizing content so AI answer engines cite your brand. Clear definition, how it works, and how it differs from SEO.
Open pageWhat Is AI Brand Monitoring?
AI brand monitoring is tracking how AI engines mention and recommend your brand. Clear definition, why it matters, and how it works.
Open pageYour Next Customer Is Already Asking AI
See if AI recommends you — or your competitors.
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