A well-written prompt mirrors how your buyers actually ask questions and surfaces competitive data you can act on.
Think in demand signals, not keywords
AI search engines synthesize answers to help people make decisions. The prompts that surface meaningful data are the ones that reflect a real decision context: a specific situation, a constraint, a goal, a comparison. These are demand signals, questions that indicate actual buying intent.
Compare: "Executive intelligence software" vs. "What tools do B2B sales teams use to research executive relationships before a deal?" The second prompt is far more likely to surface who your buyers are actually evaluating, how AI positions your brand relative to them, and whether your content is being cited as a source.
Write prompts that reflect real buyer questions
Before writing a prompt, ask: is this a question someone would actually type into ChatGPT or Perplexity when making a decision in my category? If the answer is no, reconsider.
Effective prompts often include at least one of the following:
A specific situation or trigger — "for a B2B sales team managing enterprise accounts", "when switching from spreadsheets"
A recommendation or comparison angle — "who should I choose", "which is better for", "what's the difference between"
An expected outcome or capability — "that integrates with Salesforce", "for tracking board member connections"
A constraint — "for a 10-person team", "with no dedicated IT support"
Some templates that tend to perform well:
"Who is best at [specific situation or use case]?"
"Which platforms specialize in [capability or outcome]?"
"What solutions are recommended when [constraint] applies?"
"Who should I use if I need [service] with [requirement]?"
If a prompt sounds like it was written to be tracked rather than to answer a buyer's question, it probably won't surface useful data. Write for the buyer, not the dashboard.
Cover multiple funnel stages
Your buyers interact with AI search engines at different stages of their decision. A strong prompt set reflects this.
Top of funnel (TOFU) — awareness and research stage. "What is executive relationship intelligence?" "How do companies track board connections?" These prompts reveal how AI frames and explains your category.
Middle of funnel (MOFU) — evaluation and comparison. "Best tools for tracking executive relationships in financial services." "How does [your category] compare to traditional CRM?" These show how your brand stacks up against alternatives.
Bottom of funnel (BOFU) — high intent, ready to buy. "[Your brand] vs [competitor]." "Is [your brand] worth it for an investment bank?" These reveal whether AI recommends you when a buyer is about to make a decision.
BOFU visibility is often the highest-value signal, but TOFU and MOFU prompts tell you whether you're building the kind of presence that leads buyers there.
Use ICP language, not internal language
Different buyers use different language for the same concepts. An investment banker talks about coverage and deal flow. A B2B sales leader talks about pipeline and account penetration. Both might be looking for the same product, but the prompts that surface visibility for each of them look different.
Before writing prompts for a specific ICP, talk to your sales and customer success teams. What words come up in discovery calls? What language do buyers use to describe the problem? Build your prompts around their vocabulary, not yours.
Use Prompt Suggestions
Cognizo's Suggestions tab generates prompt ideas based on trend data and competitor activity. It's useful for discovering angles you might not have thought of, especially when entering a new market segment.
Treat suggestions as a starting point, not a replacement for your judgment. Before adding any suggested prompt, ask: is this a question my buyers would actually ask? Does it reflect a decision context that matters to my business? Remove prompts that don't meet that bar.
Start small and expand over time
A focused set of 50-100 well-chosen prompts gives you a clearer signal than 1000 loosely chosen ones, and it's much easier to maintain and report on. Many prompt sets contain prompts that are essentially asking the same fundamental question in slightly different ways. As you audit your set, look for redundancy and consolidate.
Starting lean also means your prompt limit goes further. Once you've identified which topics and prompt types generate the most useful data, you'll have better instincts for where to expand.
Maintain your prompts over time
Prompt strategy is ongoing. Buyers' questions change, and your product evolves. Plan to review your active prompts monthly or quarterly and ask: is this still a question my buyers are asking? Is the data it's generating informing any real business decision? Are there new angles or intent signals I'm not yet covering?
Deactivate prompts that are no longer useful. Regular, small updates tend to produce better results than large, infrequent overhauls.
What's next
The Step-by-Step Guide: Creating & Managing Prompts walks you through every platform action, from adding your first prompt to managing your active set over time.