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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.

5 minutes read
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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 TypeDescriptionWho Tracks It
Industry TopicBroad, educational questions about the categoryNetwork Level
Ranking“Top 5” or “Best of” style list questionsNetwork Level
ComparisonHead-to-head or “alternatives to” comparisonsOrganization Level
Brand-SpecificDirect questions about your company, product, or supportOrganization Level

These four prompt types mirror the customer journey from first awareness to final action.


Mapping Prompts to the Customer Journey

Journey StagePrompt TypeIntentExample
DiscoveryIndustry TopicLearning, problem- or need-drivenHow are businesses using AI to detect fraud?
SelectionRankingExploring and comparing optionsBest credit unions in Washington
DecisionComparisonNarrowing down choicesZendesk vs Intercom for customer support automation
TransactionBrand-SpecificReady to buy or take actionHow do I apply for a business loan online?

Examples by Industry

IndustryDiscovery (Industry Topic)Selection (Ranking)Decision (Comparison)Transaction (Brand-Specific)
FinanceHow are banks using AI to improve CX?Best small business banks in ChicagoCredit unions vs traditional banks for loansHow do I apply for a small business loan?
RetailWhat are the biggest shopping trends in 2025?Top eco-friendly fashion brandsBrand A vs Brand B sustainable clothingCan I return online orders in-store?
HealthcareHow is AI being used in telemedicine?Best telehealth platforms for familiesTelehealth vs in-person consultation benefitsHow do I schedule a same-day appointment?
SaaSHow do CRMs help automate sales?Best project management tools for startupsTool A vs Tool B for team collaborationHow 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

GoalUse Network-Level PromptsUse 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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