01
Brand prompts
See how AI describes your brand, products and services across different questions and platforms.
Prompt Tracking
See exactly how AI answers the questions that matter to your brand
Track the prompts that shape how customers discover, compare and choose brands. ASCEND LLM monitors real AI responses across leading platforms, showing you where your brand appears, how competitors perform and which sources influence the answers.
Start freePrompt performance
What are the best sustainable skincare brands in the UK?
| AI platform | Brand visibility | Position | Citations |
|---|---|---|---|
| ChatGPT | Mentioned | #2 | 4 |
| Gemini | Mentioned | #1 | 3 |
| Perplexity | Not mentioned | - | 6 |
Top citation opportunity
Three competitors are supported by the same category guide. Your brand is not currently included in that source.
Track real responses across
ChatGPT
Gemini
Perplexity
Google AI Overviews
Google AI Mode
Why track prompts
Know what AI is saying about your brand
AI search is changing how people find information, research products and make decisions. But AI responses are not fixed. They vary by platform, prompt, market and time.
ASCEND LLM tracks commercially relevant prompts across leading AI platforms, capturing the answers so you can understand visibility, competitors, citations and changes over time.
See the questions. See the answers. See where you stand.
Prompt
Commercial intent
Market
United Kingdom
Frequency
Weekly
Responses
1,240
Mentions
582
Sources
186
Prompt universe
Track the questions that matter
Not every prompt has the same value. Build a prompt set around the questions that matter to your brand, category and customers.
02
Category prompts
Track the questions people ask when researching your category and see which brands AI recommends.
03
Comparison prompts
Understand how your brand appears when customers compare you with competitors.
04
Commercial prompts
Monitor questions closest to consideration and purchase, including recommendations and alternatives.
05
Discovery prompts
Identify opportunities to appear in the questions customers ask earlier in their research journey.
Response intelligence
Track real AI responses
See the answers AI platforms actually generate for your tracked prompts. Understand what AI says, whether your brand is mentioned, where it appears and which sources are cited.
This gives you a direct view of how your brand is represented in AI search, rather than relying on traditional search rankings as a proxy.
ChatGPT
Gemini
Perplexity
Google AI Overviews
Google AI Mode
Response detail
ChatGPT - United Kingdom
When comparing sustainable skincare brands, customers should consider ingredient transparency, packaging, independent certification and product suitability. Your brand is recognised for transparent sourcing and strong customer guidance...
Position
#2
Sentiment
Positive
Sources
4
Change over time
See how your AI visibility changes
The brands recommended today may not be recommended tomorrow. Monitor the shifts in answers, competitors and sources that define your AI visibility.
Brand mentions
See when your brand appears, disappears or changes within AI responses.
42+8 this period
Position
Understand how prominently your brand appears compared with competitors.
2.4Average position
Share of voice
See how often your brand appears across tracked prompts relative to other brands.
31%+4 points
Competitors
Identify which competitors are being recommended and where they appear instead of you.
12Brands detected
Sentiment
Understand how AI describes your brand and whether the tone changes.
78%Positive
Citations
See which websites and sources are influencing the answers AI provides.
186Sources mapped
Connected signals
Go beyond visibility
Being mentioned by AI is only part of the picture. Connect every tracked response with the wider signals that explain not just whether you appear, but why.
Visibility
Are you appearing for the questions that matter?
47%Position
How prominently are you appearing?
2.4Competitors
Which brands are recommended alongside you?
12Sentiment
How is AI describing your brand?
PositiveCitations
Which sources are influencing the response?
186Discover. Track. Diagnose. Prioritise.
From monitoring responses to knowing what to do next
Prompt Tracking is part of a wider ASCEND LLM approach to AI visibility.
01
Discover
Identify the questions your customers ask AI and build a commercially relevant prompt universe.
02
Track
Run those prompts across leading AI platforms and monitor the responses over time.
03
Diagnose
Understand visibility, competitors, citations, sentiment and the sources shaping responses.
04
Prioritise
Identify the opportunities that matter most and turn them into a clear GEO roadmap.
01
Competitor intelligence
Track your competitors at the same time
See which competitors appear most often, where they rank ahead of you, which prompts they perform strongly on and the sources supporting their visibility.
- Category leader - 26%
- Challenger brand - 19%
- Retailer brand - 12%
02
Citation intelligence
Understand the sources behind AI answers
Identify who influences AI answers, which sources are repeatedly cited, where competitors gain authority and which sources offer opportunities.
- Industry publishers
- Review websites
- Brand domains
03
Market intelligence
Track AI visibility across markets
Compare how AI represents your brand across countries and languages, identify local competitors and see how influential sources change by region.
- United Kingdom
- United States
- Local language tracking
Turn tracking into action
One connected view from prompt to performance
ASCEND LLM helps you understand what to do next across the areas that influence AI visibility.
01
Content
Create and optimise content around the questions that matter.
02
Technical optimisation
Make your website and content easier for AI systems to understand and access.
03
Authority
Build the external signals and third-party presence that can influence AI responses.
04
Digital PR
Increase visibility across credible sources AI already relies on.
05
Measurement
Track changes in AI visibility and understand the impact of your GEO activity.
Why prompt tracking matters for GEO
Traditional search tells you where pages rank. AI search requires a different set of questions.
Are you being mentioned?Which competitors are recommended?How does AI describe you?Which sources does it trust?What changes across platforms?
Prompt Tracking gives you the evidence to answer those questions and build a more informed GEO strategy.
Frequently asked questions
Everything you need to know about Prompt Tracking
Prompt tracking monitors how AI platforms respond to specific questions over time. It shows when your brand is mentioned, how competitors perform, which sources are cited and how responses change.
See what AI says about your brand