Topic Prompt Strategy

Most businesses optimise for how Google ranks pages. But answer engines work entirely differently. ChatGPT, Claude, and other AI systems don't rank pages. They synthesise information from multiple sources to answer a specific prompt, then cite the sources they used.

If your content doesn't align with how people actually prompt these systems, you're invisible no matter how well it ranks on Google.

A Topic Prompt Strategy maps exactly how your audience uses AI systems, then positions your content to be discovered and cited in those moments.

What Topic Prompt Strategy Is

Topic Prompt Strategy is a framework for understanding and optimising around how people prompt answer engines. It includes:

• Prompt mapping: Identifying the exact prompts your audience uses when they turn to AI systems for answers in your domain
• Intent clustering: Grouping prompts by underlying intent and topic authority requirements
• Content alignment: Structuring your existing content (or creating new content) to answer those specific prompts
• Positioning: Making your brand the obvious source an AI system should cite when answering that prompt

Unlike keyword research for Google, which focuses on search volume and difficulty, prompt strategy focuses on citation likelihood. The goal is to make your content so relevant to a specific prompt that answer engines have no choice but to cite you.

How It Works

Step 1: Prompt Discovery with Eclipse Radar We use Eclipse Radar to analyse how people actually prompt AI systems in your industry. This isn't guesswork or assumptions. We identify real prompts that trigger real searches, then measure how often answer engines cite brands in the responses. This tells us which prompts are worth optimising for, and which ones are currently saturated by competitors.

Step 2: Content Gap Mapping Once we understand the prompt landscape, we identify gaps in your content. Maybe you have excellent blog posts on a topic, but they don't answer the specific angle people are prompting for. Or maybe you have no content at all on a topic where you should be a recognised authority. We map these gaps and prioritise them by prompt volume and citation potential.

Step 3: Content Restructuring and Creation We either restructure your existing content or create new content specifically designed to be cited for those prompts. This means different organisation, different framing, and different depth than traditional blog posts. A piece optimised for a prompt needs to answer comprehensively in a format answer engines prefer to cite.

Why This Differs from SEO

In traditional SEO, you write content to rank for a keyword. In AEO, you write content to be cited for a prompt. These are fundamentally different objectives that often require different content strategies.

The distinction matters because the citation patterns of answer engines are measurable and predictable. Once you understand how your audience prompts AI systems, you can build content that aligns perfectly with those prompts. This alignment creates citation velocity: your content appears in more answers, more often, which signals to answer engines that you're a recognised authority on that topic.

Research shows that brands cited in AI-generated answers see 35% more organic clicks overall. The citation itself isn't just valuable on the AI layer. It compounds into increased visibility across all search layers.

What Gets Measured

A Topic Prompt Strategy initiative measures:

• Prompt coverage: What percentage of valuable prompts in your industry is your content positioned to answer
• Citation velocity: How often your brand gets cited in answer engine outputs
• Answer engine presence: Which answer engines cite you and which don't
• Content alignment score: How well your content matches the intent and format requirements of your target prompts

These metrics are tracked over time. The objective is to build momentum: more prompts covered, more citations generated, greater authority recognised.

Questions a Topic Prompt Strategy Answers

• Which prompts is your audience actually using in answer engines?
• Which of those prompts should you prioritise?
• Does your current content structure answer those prompts effectively?
• Which competitors are currently being cited for those prompts?
• What would make answer engines cite you instead of competitors?

Start by exploring what Answer Engine Optimisation actually is, and read our AEO FAQ to understand how prompts differ from keywords. Then consider how Topic Prompt Strategy integrates with content creation, which executes against the strategy.