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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.
6 Best Competitive Intelligence Software Platforms
Your competitive team just spotted a critical market shift, buried three layers deep in a ChatGPT response.
7 Best Scrunch AI Alternatives for Tracking AI Visibility
ChatGPT fields 5.8 billion monthly visits while Gemini has surged 200% year-over-year to 1.8 billion visits.
The Tools That Automatically Summarize Competitor News
Your team can't manually track competitors across four industries with two people anymore.
Enterprise Generative Engine Optimization in 2026
Your biggest competitor just became invisible. They aren’t showing up in a list of ten blue links for your most critical B2B search terms
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
7 Best Brand Visibility Tracking Tools for LLMs in 2026
A customer asks ChatGPT about your product category and your competitor comes up first. You don't know it happened because your analytics called it direct traff
6 Tools That Show Exactly What AI Says About Your Brand
AI search engines don't index content, they extract it. When a prospect asks ChatGPT or Perplexity for a recommendation and your competitor's brand surfaces
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
15-20% of Referral Traffic Now Comes from AI Chat.
Your next customer might never visit your website. Instead of scrolling on websites or strolling through stores
Why Your Brand Doesn't Show Up in AI Chatbot Recommendations
Your product ranks in the top three on Google. The brand site pulls healthy organic traffic, and the paid search ROAS meets target. Yet when a shopper asks Chat
What Tools Track Brand Performance Across Multiple AI
Your brand is being evaluated by an invisible panel of judges every second. ChatGPT, Gemini, and Perplexity now act as primary answer engines for over 400 milli
7 Best Answer Engine Optimization Tools for Dominating AI
You have spent months getting a page into the top three organic spots for a major keyword. The content is well optimized. Backlinks are solid.
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
3 Best AI Search Optimization Tools for ROI Tracking
Compare manual tracking, monitoring APIs, and optimization platforms for AI search ROI. Learn citation-to-revenue models, multi-sample KPIs, and when to upgrade from free to paid monitoring.
7 Best AI Search Optimization Tools for 2026: The Definitive GEO Stack
Your meticulously crafted product pages are invisible to the two billion people now using AI answer engines. These systems do not crawl the open web in the trad
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.
5 Best AI Visibility Tools for Startups
Compare AI visibility tracking tools by total cost of ownership—monthly fees, setup labor, and consulting expenses. Find the best budget-friendly platform for startups monitoring ChatGPT, Perplexity, and Claude mentions.
7 Most Affordable AI Visibility Tracking Tools for B2B
Compare total cost of ownership for B2B AI visibility platforms — monitoring-only vs optimization-integrated solutions, hidden consulting fees, setup time, and ROI measurement frameworks.
7 Best Competitive Intelligence Tools for Salesforce
Compare competitive intelligence platforms by Salesforce integration depth — read-only monitoring vs. write-enabled enrichment, API setup requirements, and attribution model limitations.
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.