AI visibility monitoring
We ask AI the questions buyers in your category ask, and show you the answers. When a competitor comes up instead of you, you get their name and the pages the answer was built from.
Perplexity + Gemini + Claude
Sample result
Seri Antara Properties
seriantara.example
Missing from
“best property developers in klang valley”
AI recommended
Sources
Illustrative sample18 August 2026
Buyer question
“best property developers in klang valley”
AI recommended instead
Sources appearing in answers
Illustrative report using public sample queries. Brand, competitors, sources and figures are fictional and are not measured results.
Why this matters
These are recommendations prospective customers may see before they ever reach your website.
Yes.
You can open Gemini or Perplexity, ask a few questions and see what comes back. But one search only tells you what happened once.
To understand the pattern you would need to repeat the same questions across multiple AI platforms, record every answer, track competitors and sources, repeat the checks later and compare what changed.
MediaDesk does that work for you.
One AI search tells you what happened once.
MediaDesk shows you the pattern.
From observation to action
Opportunity 01
Buyer question
“best property developers in klang valley”
What we found
Your competitors appear in comparison and review content that your brand is largely absent from.
What to investigate
Illustrative report using public sample queries. Brand, competitors, sources and figures are fictional and are not measured results.
No.
And nobody can honestly guarantee that. AI platforms decide what they recommend.
MediaDesk shows you what they are saying now, which competitors are appearing, which sources are showing up in those answers, and where you may have gaps worth investigating. Then we keep checking to see what changes.
Evidence, not promises.
01
We identify what your business does.
02
MediaDesk checks supported AI platforms.
03
Your mentions, competitors, sources and gaps.
04
Track changes automatically over time.
Ongoing monitoring
AI answers change. That is the whole reason to keep watching.
Brand mentions — last 8 weeks
Illustrative sample. Weekly re-checking is part of a monitoring plan; a free check reports a single point in time.
Starter
$10 / month
Monitor the buyer questions that matter to your business, every week.
Starts with a free check. Cancel anytime.
Need deeper competitive intelligence?
Growth $39 / month
Dashboard access, your own test questions, up to 5 competitors, deeper visibility analysis.
AI responses can vary by model, prompt, location and time. MediaDesk reports observed responses and sources and does not guarantee rankings, citations, mentions, traffic or commercial results.
Yes — and for one question, you should. The work is in the repetition: the same questions across both engines, every answer recorded, competitors and sources noted, then all of it run again later and compared. One search tells you what happened once.
No, and nobody can honestly promise that. The platforms decide what they recommend. We show you what they say now, who appears instead, which sources those answers lean on, and what changes.
Yes. Generative engine optimisation, or GEO, is the usual name for the work of getting mentioned in AI answers, the way SEO is the name for showing up in search results. We keep the term off the rest of this page because it explains nothing to someone who has not met it, but that is the category this sits in.
AEO, answer engine optimisation, is the work of actually getting mentioned rather than just measuring whether you are. Monitoring is the product you can buy here; that work is a separate engagement, where we write the evidence pages your category is missing and pursue coverage on the publications the answers already cite. It is sales-led rather than self-serve, so it starts with a conversation. We cannot promise an engine will mention you, and nobody who says otherwise can either.
Your free check asks Perplexity, Gemini and Claude. Weekly monitoring asks Perplexity and Gemini — Claude answers through a paid search on every question, which is worth doing once but not eighteen times a week at $10 a month. ChatGPT is reserved in our reporting but its API is not switched on, so no report contains its results. This answer changes the day any of that changes.
Start with the questions where rivals appear and you don’t, and the sources those answers cite repeatedly. That tells you which pages of yours are thin and which third-party listings are worth correcting. It is investigation, not a guaranteed fix.
Because AI answers genuinely vary — by model, prompt wording, location and time. That variance is the reason monitoring exists: repeated checks describe a pattern, where a single search describes a moment. How we measure.
Monthly, no minimum term, cancellable any time. Billing, cancellation and refunds.
Four buyer questions. 3 AI engines. About a minute.
No card required.