Prompts are the “new keywords”
Search is evolving. Where we once optimised pages for short keywords, users now ask full questions: “What’s the best shapewear for summer if the weather is very humid?” or “Compare Shopify vs. Wix for small stores specialising in jewellery selling.”
AI assistants like ChatGPT, Gemini and Google’s AI Overviews are becoming a front door to discovery. They answer natural-language prompts with a written answer, and often name brands in it.
If your brand doesn’t appear in those answers, people who ask there may never hear of you.
This is where an AI prompt tracking strategy comes in: finding which prompts mention your brand, which don’t, and what you can do about it. For how people actually use ChatGPT, see our article on how people use ChatGPT.
The Generative Shift: From Keywords to Prompts
Traditional SEO is about rankings. Generative AI is about interpretation. Instead of a list of links, AI assistants summarise, recommend and, sometimes, cite sources.
Whether you appear depends on how these systems understand your brand and your content, which no AI company fully discloses. That is why tracking real prompts matters.
Short and long prompts
Prompts range from short, search-style questions to long, detailed requests with context and constraints. We haven’t found reliable published figures for typical prompt length, so track a mix of both: short factual questions and longer, situation-specific ones.
Most use isn’t work
In the NBER study of ChatGPT use, the share of messages not related to work grew from 53% to 73% between June 2024 and June 2025, and Practical Guidance (how-to advice, tutoring and creative ideation) was the largest topic at about 29%. Content that helps people do or decide something, such as templates, frameworks and worked examples, fits that pattern.
GEO as a CRO strategy
Our view: Generative Engine Optimisation (GEO) is less a traffic play than a conversion one. A mention in an AI answer can act as validation at the moment someone decides, often without a click. So alongside traffic, look at whether you’re mentioned, how accurately and in what tone.
Why Prompt Tracking Matters
Prompt tracking bridges content strategy and GEO, ensuring your brand earns citations where buyers make decisions.
When someone asks “Is [Brand] worth it?” or “Best jeans for curvy women?”, the assistant decides which brands to name.
GEO Success Metrics
- Mentions and citations in AI answers
- Accuracy of brand representation
- Sentiment and trust of quoted content
Tracking prompts reveals where your brand is seen, how it’s perceived, and where visibility gaps exist.
Five Prompt Types to Track for AI-Optimised Content
Grouping prompts by intent shows which kinds of questions you win and which you lose. These five types are a practical starting point, not an official taxonomy.
1. Informational Prompts: "What is..."
- Primary Intent: Users want a clear definition or explanation.
- Content Goal: Establish topical authority by answering foundational questions.
- Optimisation Tip: Define key terms in the opening paragraph using precise language and structured headings.
2. Comparative Prompts: "X vs. Y"
- Primary Intent: Users are evaluating options side by side.
- Content Goal: Help users compare features, pricing, pros and cons.
- Optimisation Tip: Present objective comparisons in tables or bullet points. Keep the tone neutral; a one-sided comparison is less useful to readers.
3. Instructional Prompts: "How to..."
- Primary Intent: Users are seeking actionable steps or tutorials.
- Content Goal: Guide users through a process clearly and efficiently.
- Optimisation Tip: Use numbered steps with actionable verbs and minimal fluff. Use clear headings and numbered lists (
<ol>) so the steps are easy to follow and to quote.
4. Evaluative Prompts: "Is X worth it?"
- Primary Intent: Users are validating value or making a purchase decision.
- Content Goal: Build trust through transparency and third-party validation.
- Optimisation Tip: Include expert perspectives, real user reviews, and data-backed assessments. Make every claim easy to verify.
5. Creative Prompts: "Give me ideas for..."
- Primary Intent: Users are brainstorming or exploring options.
- Content Goal: Inspire users with lists, frameworks, or templates they can repurpose.
- Optimisation Tip: Offer scannable bullet lists or numbered ideas under clear subheadings.
How to Choose Prompts to Track
Tracking the right prompts helps you align content with real user intent and maximise visibility in AI-generated answers. Follow these five steps to build a scalable, intent-driven prompt strategy.
Step 1: Start with Core Topics
Start with a foundational list based on:
- Product categories
- Common audience pain points
- High-intent queries related to your brand or niche
Examples:
"best shapewear for everyday wear""how to style 90s jeans"
These seed topics anchor your prompt research.
Step 2: Expand with Real Search Behaviour
Use tools and sources that reflect how users actually search:
- Google’s People Also Ask
- AI-generated suggestions (e.g. ChatGPT, Bing Copilot, our Prompt Generator!)
- On-site search logs or support chat transcripts
Look for emerging variants and long-tail phrasing.
Step 3: Map Prompts by Intent
Group each prompt into one of the five key types:
- Informational
- Comparative
- Instructional
- Evaluative
- Creative
This forms your Prompt Funnel, aligned to the user journey from awareness to decision.
Step 4: Evaluate Business Relevance
Not all prompts are equally valuable. Focus on those that support:
- Brand authority and reputation
- Educational content for top-funnel engagement
- Conversion-related queries near the bottom of the funnel
Step 5: Build a Tracking Sheet
Create a living document to log and evaluate each prompt. Recommended columns:
- Prompt phrase
- Category (intent type)
- Visibility (mentioned in AI answers, Google position)
- Sentiment (especially for evaluative prompts)
- Content status (created, optimised, etc.)
Over time, this sheet becomes your own record of how your brand shows up in AI answers.
Tracking Options: Manual vs. Automated
Manual Prompt Tracking (DIY)
Start small:
- Track 30 to 50 prompts across ChatGPT, Gemini and Google AI Mode.
- Note brand mentions, sentiment, and accuracy.
- Refine underperforming prompts with fresher, more structured content.
Advanced Tip: Use Forced Reasoning Meta-Prompts
Use prompts like:
“Before answering, list the key factors to compare [Product A] vs. [Product B]. Then provide your conclusion.”
The answer shows the decision criteria the model lists for that comparison. Treat them as clues to test, not a description of how the model actually works.
Automated Prompt Tracking (with InvuAI)
InvuAI runs your prompts on a schedule and records the answers. With it you can see:
- Mentions: whether ChatGPT, Gemini, Google AI Mode and AI Overviews name your brand, and who they name first.
- Citations: which sites the answers link to, including yours.
- Tone: how ChatGPT describes your brand, prompt by prompt.
- Tags: results by your own prompt tags, such as intent type or product line.
Explore InvuAI’s Prompt Tracking Dashboard to visualise how your brand appears across AI systems.
Turning data into strategy
Identify visibility gaps
If AIs skip your brand, check for missing data, unclear formatting, or outdated info.
Structure for clarity
Short paragraphs that each cover one idea are easier for readers to scan and quote. There’s no published rule from AI companies on ideal paragraph length, so treat this as good writing practice rather than a ranking formula.
Keep content fresh
Review data, examples and case studies regularly, and show the date each page was last updated. Whether AI assistants favour newer pages is not something we’ve seen reliable evidence for, but outdated facts are a common reason answers describe brands wrongly.
Strengthen trust and correct inaccuracies
If AI cites outdated or negative sources, launch a Correction Campaign, update your authoritative pages and publish new, verifiable information. There’s no guarantee the answers will change, so keep tracking. For a deeper look at how credibility, experience, and trust influence visibility in AI-generated results, read our article on AI-written content and E-E-A-T.
Interlink by topic
Link related pages to each other (for example a category page, its buying guide and its care guide) so readers, and crawlers, can follow the topic.
Monitor tone
InvuAI records the tone of every answer, so you can see when AI-generated responses misrepresent your brand, allowing you to respond fast with accurate updates.
An example monthly workflow
| Step | Task | Frequency | Output |
|---|---|---|---|
| 1 | Identify 30 seed prompts | Monthly | Core prompt list |
| 2 | Expand with AI-suggested variants | Monthly | Prompt clusters |
| 3 | Track visibility in ChatGPT, Gemini and Google AI | Weekly | Citation log |
| 4 | Review sentiment & accuracy | Weekly | Corrective updates |
| 5 | Publish/refine content | Monthly | Updated assets |
| 6 | Evaluate results | Monthly | InvuAI dashboard insights |
Over time, this builds a living map of your AI search presence.
From Tracking to Competitive Intelligence
Prompt tracking also serves as competitive intelligence. By analysing which brands dominate AI citations for prompts like “best AI monitoring tools,” you can spot positioning gaps and emerging competitors.
InvuAI shows:
- Share of voice: how often each brand is mentioned
- Which brand each engine names first
- Results by prompt tag, such as informational vs. evaluative
Use this intelligence to refine content strategy, allocate resources, and strengthen brand authority.
Key Takeaways
- Prompts are the new keywords. Track short factual questions and longer, situation-specific ones.
- Think conversion, not only traffic. Being mentioned and described accurately matters at the moment of decision.
- Write in short, single-idea paragraphs that are easy to scan and quote.
- Track five prompt types across the awareness-to-decision funnel.
- Monitor tone and keep facts current, so answers describe you accurately.
- Correct what’s wrong at the source, then keep tracking.
Next Steps: Build Your AI Visibility Strategy
Whether you manage SEO, e-commerce or brand strategy, the roadmap is the same:
- Identify key prompts your audience uses.
- Track where your brand appears.
- Optimise content for clarity, trust, and recency.
InvuAI automates the tracking part: your prompts, run on a schedule, with mentions, citations and tone recorded.
Start free with InvuAI and see how often your brand appears in ChatGPT, Gemini, Google AI Mode and AI Overviews.