Prompt Journey Guide: From Discovery to Transaction
This guide helps you connect real customer questions to the right type of AI prompts—like “Best of” lists, comparisons, and brand-specific queries—so you can track, improve, and influence your brand’s visibility throughout the AI-powered customer journey.

Prompt Journey Guide: From Discovery to Transaction
⏱️ Estimated Reading Time: 5 minutes
✅ Short Description:
This guide helps you align real-world prompts with every stage of your customer journey—so you can track the right questions in GEO, show up in AI-generated answers, and turn visibility into results.
📌 Excerpt / Blog Summary:
In the era of AI search, showing up isn’t about keywords—it’s about prompts. This guide explains the four types of prompts that matter most (Industry Topic, Ranking, Comparison, and Brand-Specific) and maps them to your customer journey. Learn how to track them in GEO, prioritize the right stages, and use your insights to influence visibility and conversion.
Why Prompts Matter
AI tools don’t use keyword matching—they generate answers to natural-language questions. If you know what your customers are asking, you can optimize for those moments, get cited in AI-generated responses, and influence decisions at every stage of their journey.
The Four Prompt Types
| Prompt Type | Description | Who Tracks It |
|---|---|---|
| Industry Topic | Broad, educational questions about the category | Network Level |
| Ranking | “Top 5” or “Best of” style list questions | Network Level |
| Comparison | Head-to-head or “alternatives to” comparisons | Organization Level |
| Brand-Specific | Direct questions about your company, product, or support | Organization Level |
These four prompt types mirror the customer journey from first awareness to final action.
Mapping Prompts to the Customer Journey
| Journey Stage | Prompt Type | Intent | Example |
|---|---|---|---|
| Discovery | Industry Topic | Learning, problem- or need-driven | How are businesses using AI to detect fraud? |
| Selection | Ranking | Exploring and comparing options | Best credit unions in Washington |
| Decision | Comparison | Narrowing down choices | Zendesk vs Intercom for customer support automation |
| Transaction | Brand-Specific | Ready to buy or take action | How do I apply for a business loan online? |
Examples by Industry
| Industry | Discovery (Industry Topic) | Selection (Ranking) | Decision (Comparison) | Transaction (Brand-Specific) |
|---|---|---|---|---|
| Finance | How are banks using AI to improve CX? | Best small business banks in Chicago | Credit unions vs traditional banks for loans | How do I apply for a small business loan? |
| Retail | What are the biggest shopping trends in 2025? | Top eco-friendly fashion brands | Brand A vs Brand B sustainable clothing | Can I return online orders in-store? |
| Healthcare | How is AI being used in telemedicine? | Best telehealth platforms for families | Telehealth vs in-person consultation benefits | How do I schedule a same-day appointment? |
| SaaS | How do CRMs help automate sales? | Best project management tools for startups | Tool A vs Tool B for team collaboration | How do I set up my first project? |
How to Use This Guide
- Start with Ranking + Brand-Specific: These show highest buying intent and deliver direct conversion impact.
- Add Industry Topics: Build early awareness and thought leadership at the top of the funnel.
- Use Comparisons Strategically: Win visibility when prospects are deciding between you and competitors.
- Align With Campaigns: Tie tracked prompts to marketing launches, new features, and seasonal pushes.
Tracking Strategy Recommendations
| Goal | Use Network-Level Prompts | Use Org-Level Prompts |
|---|---|---|
| Benchmark against competitors | ✅ | |
| Show up in AI-generated top lists | ✅ | |
| Improve onboarding or support visibility | ✅ | |
| Test campaign or product messaging | ✅ | |
| Fix tone, citation, or accuracy issues | ✅ |
Final Tip
Use a mix of prompts across the journey to:
- Build early awareness
- Capture mid-funnel research traffic
- Win trust at the moment of decision
- Remove friction at the point of purchase
Review your tracked questions weekly, adjust phrasing to reflect how people naturally ask, and improve your content so AI can confidently surface and cite it.
👉 Start adding prompts for each stage of the journey at geo.senso.ai
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