AI visibility tracking
Track your recommendation position across ChatGPT, Claude, Gemini and Perplexity.
Discover which prompts matter, where competitors are winning, which sources influence AI answers and exactly how positively your brand is presented.
Every important result comes with the answer behind it.
Free for 10 questions · No card required · Upgrade any time
Recommendation position
Last 7 daysBest HR software for UK scale-ups
ChatGPT
HR platforms for 200-person teams
Claude
Payroll and HR in one system
Gemini
Alternatives to legacy HR suites
Perplexity
Positions reflect the order of unique businesses recommended during controlled tracking runs. Deeper positions are found through continuation requests.
Trusted by
Where it came from
LLM Listed began as the measurement system behind LLM Listed's managed AEO campaigns.
Now we're opening that technology to brands and marketing teams that want the same visibility without committing to a managed agency engagement.
Explore the platformWe built it to answer the questions our clients kept asking:
The platform
Most trackers reduce AI visibility to a single score. LLM Listed shows the complete picture.
See where your business appears in recommendation lists - even when it falls outside the first ten results. We track initial answers and extended recommendation depth, showing whether your brand ranks #3, #15, #25 or is not found within the measured range.
Being cited doesn't necessarily mean being chosen. See whether your brand is recommended and cited, recommended without being cited, cited but not recommended, mentioned neutrally, presented negatively or missing completely.
See the pages and domains influencing each answer. Find the publishers, comparison pages, directories, communities and competitor sources shaping AI recommendations in your category.
Understand how AI describes your business - not merely whether it names you. Track recommendation strength, positive attributes, cautions, negative associations and the audiences or use cases AI connects with your brand.
Open the underlying answer and screenshot behind important results. Every piece of evidence is attached to a platform, date, location and controlled tracking run.
Prompt Demand
Stop treating every prompt as equally important. Prompt Demand helps you identify the topics and questions most likely to influence discovery, consideration and purchase.
Use demand, opportunity and commercial intent together to decide what to track - and what to improve first.
Discover the prompts that matterTransparent methodology
Prompt Demand figures are modelled estimates derived from available demand signals, related search behaviour, prompt patterns and platform trends. We clearly distinguish estimated demand from directly observed first-party conversation data.
Answer engines
One view across every major answer engine
Track recommendations, position, citations, sentiment and supporting sources.
Understand whether Claude recommends your brand, how it qualifies that recommendation and which attributes it associates with you.
Measure your presence across Google's AI ecosystem and identify the web sources influencing its answers.
See recommendation rankings alongside the citations and links supporting each result.
Switch between platforms or combine them into a single market view.
Compare answer enginesFrom measurement to action
LLM Listed turns thousands of AI answers into a prioritised view of your market.
Discover commercially important prompts where competitors appear and your brand does not.
See which publications and pages repeatedly support competing recommendations.
Identify missing attributes, conditional recommendations, recurring cautions and inaccurate descriptions.
Measure movement against your starting benchmark with historical rankings, recommendation rates, citations and screenshots.
Case studies
Each story is measured the same way: controlled, dated tracking runs with the evidence attached.
Cited by AI assistants but almost never recommended in the shortlist buyers actually see.
From not found in the top 50 to an average position of #6
Read the storyRecommended, but described with cautions that quietly cost the brand the shortlist.
Negative framing removed from 8 of 9 tracked answers
Read the storyInvisible in local recommendations despite strong search rankings.
Named in 7 of 10 London recommendation questions
Read the storyEvidence
AI answers change. That is why a credible tracker must show more than a chart. LLM Listed preserves the response behind important measurements, including:
You see what happened, when it happened and why it was classified that way.
Methodology
AI recommendations are not static search results. The same question can produce different answers depending on platform, timing, location, model and available web sources.
LLM Listed uses controlled, repeatable tracking to measure:
That gives you a defensible trend - not a cherry-picked answer.
Pricing
Start free with 10 tracked questions across four AI models - ChatGPT, Claude, Gemini and Perplexity - no card required. Paid plans unlock every AI engine, alerts, regions and exports, and bill monthly. Cancel any time.
$0
No card required
10 tracked questions across four AI models. No card required.
$299/month
Billed monthly · cancel any time
50 tracked questions, every AI engine, alerts and reports.
$799/month
Billed monthly · cancel any time
250 tracked questions with SKUs, regions and full source intelligence.
POA
Annual agreements · custom scope
Unlimited scale, API access and a dedicated strategist.
For brands that want us to improve the results - not only track them.
Custom
Everything in LLM Listed, plus:
The free plan needs no card and covers 10 tracked questions for 30 days, then drops to a weekly read-only snapshot. Paid plans bill monthly and can be cancelled at any time. Prices exclude VAT. Annual billing available on request.
How it works
Tell us about your business, market, locations and competitors.
Add your own questions or use Prompt Demand to discover commercially relevant opportunities.
We monitor ChatGPT, Claude, Gemini and Perplexity every week.
See rankings, recommendation strength, citations, source links, positivity and competitor performance.
Turn visibility gaps and influential sources into a practical AEO plan.
Visible or chosen
A business can be frequently cited without ever becoming the recommended answer. That distinction matters.
| Outcome | What it means |
|---|---|
| Recommended and cited | AI chooses your brand and supports the answer with evidence |
| Recommended, not cited | Strong brand recognition, but limited visible source support |
| Cited, not recommended | Your content influences the answer, but another brand gets chosen |
| Mentioned only | AI knows the brand but does not actively endorse it |
| Not present | Competitors are occupying the recommendation opportunity |
LLM Listed tracks every one.
FAQ
Every paid plan tracks ChatGPT, Claude, Gemini and Perplexity.
Track 10 questions free across ChatGPT, Claude, Gemini and Perplexity. See where your brand appears, who outranks it and which sources influence the answer.
Start freeNo card required · Upgrade when you're ready
