Mentionloom shows which high-intent buyer questions you’re losing, who AI recommends instead, why they win, and what to change.
Be the company AI recommends.
Early access. Free to join. No payment details.
ChatGPT
Claude
Perplexity
Gemini
Google AI
Grok
Understand your visibility, uncover the gaps,
and give your team a better next move.
Your brand’s mentions across your chosen questions.
Mentions in answers
Choose a monitored question to see its answer.
Turn a visibility gap into a focused content brief your team can act on.
Know your position.
A baseline you can
actually track.
Find the missing answers.
Buyer intent, with
the context.
Make the next move.
Specific work, grounded
in evidence.
Inspect who appears, follow the sources,
and turn the evidence into a content decision.
Trace cited pages across answers. Compare the evidence behind competing brands with what your own content explains.
Keep answer visibility and website traffic in the same view, with a clear line between them.
Start with the gap, see the evidence, and leave with a practical brief. Less reporting. More progress.
“What is a simpler alternative to Asana?”
See the alternatives mentioned alongside you. Find questions where the answer has room for a better source.
Your website and the competitors buyers compare you with.
The questions that matter from discovery to decision.
See the gap, the evidence, and what to improve next.
What’s real, what’s planned,
and how it all fits together.
The product is designed around three separate signals: mentions and citations in a defined set of AI answers, identifiable AI referrals to your website, and crawler requests in connected server logs. Each signal answers a different question; a bot visit alone does not mean your brand was recommended.
We cannot read people’s private conversations. You choose the buyer questions to monitor. Mentionloom is being built to run those questions through supported answer sources and compare the results over time. They are monitored prompts, not a feed of actual users’ searches.
Acme is fictional. Provider and competitor logos do not imply a partnership. Early-access availability and collection coverage will be confirmed with your invitation.
The planned answer-monitoring workflow starts with your website and chosen questions. Website referral and conversion reporting needs a connected analytics source or tracking integration. Crawler reporting requires server or CDN logs. None of these can reveal every AI recommendation or unattributed visit.
It complements your SEO work. The goal is to show which questions and sources deserve attention, so you can improve useful, accurate content. AI answers vary by engine, time, and context. No tool can guarantee that a model will recommend your company.
You’ll get an email when early access is available. Joining is free, with no payment details or commitment. Your confirmation includes a private link to manage or remove your signup.
Help shape a better way to understand AI discovery.
Join the waitlist and get an invitation when access opens.
