Introducing AI Prompt Generator: Smart Question Discovery

Let AI find the questions your audience is asking across AI platforms with automatic prompt generation.

Luca Fancello•July 25, 2025•Updated Dec 22, 2025•4 min read

The hardest part of GEO isn't optimization - it's knowing which prompts to optimize for. With millions of possible questions users ask AI platforms, how do you identify the ones that matter?

AI Prompt Generator automatically discovers and generates relevant prompts your audience is actually asking.

The Discovery Challenge

Traditional keyword tools don't work for GEO because:

• AI queries are conversational, not keyword-based
• Questions are complex with multiple variations
• Intent is nuanced and context-dependent
• New prompts emerge daily as AI usage evolves

Manual brainstorming can't keep pace with actual user interactions.

AI-Powered Generation

Start with a topic, product, or competitor name. Our AI generates:

Seed Expansion: Related questions, comparison prompts, problem-solving queries, how-to questions, and best practices.

Multi-Perspective: Beginner questions ("What is..."), advanced queries ("Best practices for..."), comparisons ("X vs Y"), and decision-making prompts ("Should I use...").

Variation Discovery: Different phrasings, regional language differences, technical vs. casual language, and short vs. detailed questions.

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Intelligent Scoring

Our advanced scoring system evaluates each generated prompt across multiple dimensions:

Business Relevance: Analyzes how closely the prompt aligns with your products, services, and target audience using semantic matching.

Search Potential: Estimates likelihood of user engagement based on query structure, intent clarity, and conversational naturalness.

Competition Assessment: Evaluates current competitive landscape for the prompt, identifying oversaturated vs. underserved opportunities.

Content Opportunity: Scores how well the prompt matches your existing content capabilities and strategic positioning.

Priority Ranking: Combines all factors to recommend which prompts deserve immediate attention versus long-term planning.

Seamless Workflow

1. Generate prompts from seeds
2. Review and select relevant ones
3. Add to monitoring with one click
4. Track performance immediately

Cover the Complete User Journey

Effective GEO requires prompts across the entire customer funnel:

Top of Funnel (TOFU): Awareness-stage queries like "What is [category]?" or "How does [solution type] work?" These educational prompts capture users beginning their research journey.

Middle of Funnel (MOFU): Consideration-stage questions such as "Best [solution] for [use case]" or "[Product A] vs [Product B]". Users are evaluating options and comparing alternatives.

Bottom of Funnel (BOFU): Decision-stage prompts like "How much does [product] cost?" or "[Brand] review" where users are ready to make purchasing decisions.

The Prompt Generator helps identify opportunities across all funnel stages, ensuring comprehensive coverage of your audience's research process.

Getting Started

In your dashboard, access Prompt Generator under the main navigation. Enter 3-5 seed keywords, review suggestions, and add the most promising ones to your monitoring list.

Discover the questions your audience actually asks. Generate targeted prompts or learn more in our Query Tracking guide.

FAQ

What is the AI Prompt Generator in Qwairy?
The AI Prompt Generator automatically discovers and generates relevant conversational prompts your audience is asking AI platforms. You start with a topic or keyword, and it generates related questions, comparisons, how-to queries, and best practice prompts across multiple perspectives.

Why do I need a prompt generator for GEO?
Traditional keyword tools do not work for GEO because AI queries are conversational, complex, nuanced, and constantly evolving. Manual brainstorming cannot keep pace with actual user interactions across ChatGPT, Perplexity, and other AI platforms.

How does Qwairy score generated prompts?
Qwairy evaluates each prompt across multiple dimensions: business relevance to your offerings, search potential based on query structure, competition assessment, content opportunity matching your capabilities, and overall priority ranking to recommend which prompts need immediate attention.

What types of prompts does the generator create?
The generator creates seed expansion prompts (related questions, comparisons), multi-perspective queries (beginner to advanced), variation discovery (different phrasings, regional differences), and covers the complete user journey from awareness to decision-making.

How do I use the prompt generator workflow?
Enter 3-5 seed keywords about your topic or product, review the AI-generated suggestions with their relevance scores, select the most promising prompts, and add them to your monitoring list with one click to start tracking performance immediately.

Does the prompt generator cover all funnel stages?
Yes, the generator identifies TOFU prompts (awareness questions like "What is X?"), MOFU prompts (comparison queries like "X vs Y"), and BOFU prompts (decision queries like pricing and reviews), ensuring comprehensive coverage of the customer journey.