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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 to Monitor and Counter Competitor Mentions in Generative
AI search engines don't index content, they extract it. This operational reality means your competitor monitoring must shift from tracking keyword positions
5 Ways to Track Which Content Gets Cited Most by ChatGPT
A product manager reviews her quarterly brand report and sees that organic search traffic is flat, direct traffic is stable
A SEO Manager’s Playbook to Unmasking Competitor Mentions
Every time ChatGPT, Gemini, or Google AI Overviews answers a buyer’s question, they hand a shortlist of brands a seal of unearned trust.
Why Your B2B SaaS Brand Is Invisible in ChatGPT, and How to Fix It
Your B2B SaaS company is invisible in ChatGPT because the content you publish and the content AI engines cite are fundamentally mismatched.
How to Monitor Competitor Mentions in Generative Engine
A single AI-generated answer now stands where ten blue links used to compete. When a user asks ChatGPT or Google AI Overviews for the best CRM or running shoe
Competitive Intelligence in AI: The 7-Step GEO Playbook for Owning Brand Visibility
Your organic traffic is declining, right when AI-generated answers are carving up your audience. You see AI overviews and chat platforms pulling data from third
AI Search Optimization: An 8-Step Guide to Getting Cited
Every time a potential customer asks ChatGPT, Perplexity, or Google AI Overviews a question in your market, a source gets cited. The difference between winning
How to Track Competitors in ChatGPT Shopping Recommendations
Guide merchants through a systematic methodology for tracking competitor visibility in ChatGPT shopping recommendations using structured prompt sets, sampling frameworks, and share-of-voice calculation.
How to Track Brand Mentions Across AI Platforms
Learn how to track brand mentions across ChatGPT, Perplexity, and AI platforms using systematic query design, repeated sampling, and sentiment analysis beyond raw mention counts.
How to Monitor Competitor Mentions in AI Responses
Learn how to monitor competitor mentions across ChatGPT, Perplexity, Claude, and Google AI Overviews using manual spot-checking, custom API tracking, or automated platforms for 2026.
AI Search ROI Tracking: Analytics Framework
Learn how to measure AI search ROI through citation-to-revenue attribution models, multi-sample KPI tracking, and competitive benchmarking when platforms lack direct CRM integration.
Platform That Tracks Brand Citations Across AI Engines: 2026 Guide
Compare platforms tracking brand citations across ChatGPT, Perplexity, Claude, and Google AI Overviews. Learn evaluation criteria, cross-platform coverage, and selection based on tracking volume.
How to Optimize Your Content for AI Search in 2026
Learn how to optimize content for AI search engines like ChatGPT and Perplexity. Track citations, build authority signals, and measure AI visibility across platforms.
How to Choose the Right CMS for AI Visibility: 2026 Guide
Your CMS choice decides whether ChatGPT, Perplexity, and Google AI Overviews cite your brand. Compare WordPress, Webflow, Sanity, Strapi, and more for GEO.
Best Platforms to Track Brand Mentions Across AI Engines Like ChatGPT and Perplexity: 2026 Guide
Compare the best AI brand tracking platforms in 2026. Learn how Siftly and other tools help monitor visibility across ChatGPT, Perplexity, Gemini, and Google AI.
How to Automate Brand Visibility Tracking Across Generative AI Platforms: 2026 Guide
Automate brand visibility tracking across ChatGPT, Google AI Overviews, Gemini, and Perplexity. A complete 2026 guide to AI discovery and competitive growth.
AI Citation Tracking Tools for Brands (2026 Guide)
A 2026 guide to measuring brand citations and share of voice in AI-generated content across ChatGPT, Perplexity, and Google AI Overviews.
How to Optimize Content for Perplexity and Claude: Complete Answer Engine Optimization Guide 2026
Learn how to optimize content for Perplexity, Claude, and AI search in 2026. A complete AEO guide to rank, get cited, and win AI visibility.
How to Track if Your Brand Shows Up in ChatGPT Search Results: Complete 2026 Guide
How to Track if Your Brand Shows Up in ChatGPT Search Results: Complete 2026 Guide
Best Platforms for Monitoring Brand Visibility Across AI Answer Engines: 2026 Guide
Discover the best AI brand monitoring platforms for 2026. Track brand visibility across ChatGPT, Google AI Overviews, Perplexity, and more.