AI Strategic Questions
Your customers are asking ChatGPT for recommendations right now. LLMRanky reveals the exact questions that matter — and whether AI mentions you in the answers.
Within the LLMRanky platform, the Strategic Questions engine identifies the exact queries your audience asks AI models. These aren't generic keywords — they're the real questions that determine whether AI recommends your brand or sends customers to your competitors. Every question is categorized by topic, ranked by business impact, and tested against three major AI models to reveal your visibility gaps.
30–100 real questions your customers ask AI today
Traditional SEO tools show you keywords with search volume. LLMRanky shows you something far more valuable: the actual questions people type into ChatGPT, Claude, and Perplexity when they need a solution in your industry. Questions like "What's the best CRM for small teams?" or "Which AI SEO tool should I use in 2026?" — these are the moments where AI decides whether to recommend your brand or your competitor.
Each question is generated from your specific industry profile, not from a generic database. We crawl your site, identify your sector, products, and audience, then use AI to generate the questions that matter most for your business. Starter plans get 30 questions. Agency plans get up to 100. Every question is a potential customer touchpoint with AI.
The Difference Questions Make
You're guessing what customers ask AI
You create content based on SEO keywords and hope it works for AI too. You have no idea which questions trigger competitor recommendations. Your content strategy is disconnected from how AI actually generates answers. You're optimizing for Google while losing ground in ChatGPT, Claude, and Perplexity.
You know every question that matters
You have 30–100 real questions categorized by topic and ranked by impact. Each question has a diagnosis showing if AI recommends you or not. You create content that directly answers the questions AI uses to recommend brands. Your strategy is precision, not guesswork.
How Questions Are Generated
A four-step process that turns your site content into actionable AI intelligence.
1. Your site is crawled
We analyze up to 50 pages to understand your brand, products, audience, sector, and competitive landscape — extracting every signal that defines your market position.
2. AI generates questions
Using your industry profile, we generate the exact questions your customers type into ChatGPT and Claude. Not generic keywords — specific, high-intent queries with real commercial value.
3. Questions are categorized
Each question is tagged by topic category (product, comparison, how-to, discovery) and ranked by business impact priority (critical, high, medium, low).
4. AI models are tested
Every question is sent to ChatGPT, Claude, and Perplexity. Responses are analyzed for your brand mention, position, accuracy, and sentiment — generating a per-question diagnosis.
Go Deeper Into Each Capability
AI Generated Questions
Industry-specific questions generated from your site content, products, and audience. Not generic keywords — real queries your customers ask AI every day, tailored to your exact market position.
Discover AI-generated industry questions →Question Priority Filter
Filter by category, priority, and diagnosis status. Focus your content efforts on the questions with the highest commercial impact and the worst current visibility. Work smarter, not harder.
Filter questions by priority and category →Question Diagnosis
Each question receives an Excellent, Good, Risky, or Critical rating based on how AI models respond. See per-model breakdowns and know exactly which questions need urgent content creation.
See per-question AI visibility diagnosis →Mention & Sentiment Analysis
Track how often AI mentions your brand per question, where you appear in the answer, whether the sentiment is positive or cautious, and which sources AI cites when recommending competitors.
Analyze brand mention frequency and sentiment →Discover What AI Says About Your Industry
Free scan — see your first strategic questions in 2 minutes. No credit card required.
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