See What AI Engines
Say About You
Define the prompts that matter to your brand and watch how ChatGPT, Claude, Perplexity, and four more AI engines respond. See exactly where your brand gets cited and where competitors win.
Prompt tracking monitors the specific questions users ask AI search engines like ChatGPT, Claude, and Perplexity. It records which brands each engine cites for each query, producing per-prompt visibility scores and trend data that shows how your AI search presence changes over time.
The Problem
You cannot optimise for prompts you cannot see
AI platforms answer millions of questions every day. Buyers ask ChatGPT for product recommendations, compare options through Claude, and research solutions on Perplexity. Without prompt tracking, you have no way of knowing which queries matter for your brand or which ones your competitors are winning.
Buyer Intent Blindness
Buyers ask AI for recommendations before they ever open Google. Without prompt tracking, you have no visibility into which questions lead to your competitors instead of you.
The Keyword Research Gap
AI prompts are conversational and contextual. Traditional SEO keyword tools cannot show you what people actually ask AI engines, or which brands those engines recommend in response.
Ranking Volatility
AI engine responses shift constantly as models update and new content enters training data. Without daily monitoring, you will not know when competitors start appearing in prompts where you used to be cited.
Missed Opportunities
Industry-specific prompts with genuine buying intent exist right now. Your competitors may already be visible for them. Every day without tracking is a day you are invisible for queries that drive purchasing decisions.
Buyer Intent Discovery
Which prompts drive purchasing decisions in your category?
Not all prompts are equal. Some carry direct buying intent. RankAgent surfaces the queries where users actively research products, compare solutions, and ask AI engines for recommendations. Build your prompt library around the questions that lead to conversions, not just the ones with search volume.
Cross-Engine Intelligence
Where does each AI engine cite you, and where does it cite competitors?
Each AI engine has its own training data, citation preferences, and response patterns. A prompt that earns you a citation on ChatGPT might recommend a competitor on Perplexity. Per-engine breakdowns reveal exactly which platforms need content attention and where your existing strategy is working.
Trend and Impact Analysis
How do you measure whether new content actually improved your visibility?
Daily rescans capture visibility shifts within 24 hours of publishing. Track how a new article moves your score for specific prompts, compare performance across engines, and identify patterns over weeks and months. Catch competitor gains early and validate that your content investments are translating into AI citations.
Every prompt, every engine, every day
Built For
Who needs prompt intelligence?
Marketing Teams
Understand the exact prompts that drive AI recommendations in your category. See where buyers are being sent to competitors and build targeted content to claim those citations. Connect prompt data to pipeline to measure real business impact.
Agencies
Manage separate prompt libraries for each client from a single dashboard. Track per-client visibility scores across all seven AI engines, generate client-facing reports, and demonstrate measurable improvements that justify retainers.
E-commerce and DTC
Product discovery increasingly happens through AI. Track how engines respond when users ask for product recommendations, comparisons, and reviews. See which products AI engines recommend and build content that puts yours at the top.
B2B Companies
Prospects research solutions through AI before ever contacting sales. Track the prompts that drive consideration in your category, identify which competitors AI engines recommend, and create content that earns citations during the research phase.
How Prompt Intelligence Works
From buyer-intent discovery to citation source tracking, the data you need to understand how AI engines respond to the queries that matter.
How does it find buyer-intent prompts?
RankAgent analyses your category, your existing content, and the prompts your competitors appear for. It surfaces high-intent queries where users are actively researching products, comparing options, or asking AI for recommendations. These are the prompts that drive purchasing decisions.
Can I see which content earns citations?
Yes. For each tracked prompt, RankAgent identifies which content pages AI engines cite as sources. This tells you exactly which articles drive your visibility and which content gaps need filling to improve your scores.
How does competitive prompt analysis work?
For every tracked prompt, RankAgent records which brands each AI engine cites. You can see exactly where competitors are recommended and you are not. Filter by engine, category, or time period to identify patterns in competitor visibility.
Can I measure the impact of new content?
Yes. Daily rescans capture visibility changes within 24 hours of publishing. Track how a new article moves your score for specific prompts and compare performance across all seven AI engines to see which content strategies work.
How to Start Tracking Prompts
Build Your Prompt Library
Add the questions your audience asks AI engines. Include product queries, comparison prompts, and category questions. RankAgent also suggests high-intent prompts based on your category and competitor activity.
Daily Cross-Engine Scans
Every day, RankAgent queries all seven AI engines with your tracked prompts. It records which brands each engine cites, the context of each citation, and the prominence of every mention.
Analyse Visibility and Gaps
Review per-prompt, per-engine visibility scores. Identify prompts where competitors are cited and you are not. Track how scores change over time to measure the impact of new content.
Close Gaps with Content
Feed prompt-level gap data directly into the AI Content Engine to create articles structured for citation. Measure the impact within 24 hours as daily rescans capture visibility shifts.
Frequently Asked Questions
AI prompt tracking monitors the specific questions users ask AI search engines like ChatGPT, Claude, and Perplexity. For each tracked prompt, it records which brands each engine cites, the context and position of each citation, and a visibility score. Over time, this data reveals which queries drive recommendations in your category and where your brand is visible or invisible.
Traditional keyword research measures search volume and ranking position on Google. Prompt tracking monitors conversational, natural-language queries that users ask AI engines. These prompts are longer, more contextual, and often carry direct buying intent. SEO keyword tools cannot show you what AI engines recommend, which brands they cite, or how their responses change over time.
You can track a flexible number of prompts based on your plan. Add product queries, category searches, comparison questions, how-to prompts, and industry-specific questions. Organise them by category, product line, or campaign for aggregate analysis and reporting.
RankAgent queries seven AI engines daily: ChatGPT, Claude, Perplexity, Google AI Overviews, Microsoft Copilot, DeepSeek, and Grok. Each engine produces an independent visibility score per prompt because each engine has its own citation behaviour and training data.
Every tracked prompt is re-queried daily across all seven AI engines. This daily cadence captures shifts in AI engine behaviour and lets you measure the impact of new content within 24 hours of publishing.
Yes. RankAgent analyses your existing content, your category, and the prompts your competitors appear for. It identifies buyer-intent queries that are relevant to your brand but not yet in your tracking library, and suggests them so you can close visibility gaps before competitors claim them.
Prompt tracking provides per-prompt visibility scores across all seven AI engines, historical trend analysis showing how scores change over time, competitor comparisons showing which brands each engine cites for each query, gap analysis identifying prompts where you are invisible, and citation source tracking showing which content pages earn AI citations.
When prompt tracking identifies a query where your brand is invisible, you can feed that gap directly into the AI Content Engine. It creates an article structured specifically for AI citation, with entity density, schema markup, and citation signals designed to make your brand visible for that prompt.
Yes. Agencies can create separate prompt libraries for each client, track per-client visibility scores across all seven AI engines, and generate client-facing reports that show prompt-level performance, competitive positioning, and trend data over time.
Discover Your Prompts
Book a 30-minute call and we will show you which prompts drive AI recommendations in your category, where your brand is visible, and where competitors are winning.