AI recommendation intelligence for B2B SaaS teams. Find the buyer questions you lose, inspect the answers and citations, and prioritize what to improve.
ChatGPT
Claude
Perplexity
Gemini
Google AI
Grok
Three inputs. One useful loop.
Enter your website. Mentionloom maps the product, category, use cases and competitors.
Approve the questions buyers ask from discovery through comparison and decision.
Turn a lost answer into an evidence-backed content brief your team can ship.
Measure where Lumen Payroll appears across your monitored buyer questions
and which competitors show up instead.
Illustrative mentions—not Recommendation Share.
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.
“Which payroll software is easiest to migrate to mid-year?”
Start with the gap, see the evidence, and leave with a practical brief. Less reporting. More progress.
See the alternatives mentioned alongside you. Find questions where the answer has room for a better source.
Explore the questions buyers ask around the world,
the answers they receive, and the evidence behind them.
What’s real, what’s planned,
and how it all fits together.
The product is designed around three separate signals: recommendations and citations in a defined set of sampled 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.
Lumen Payroll and its competitors are fictional. Provider 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. To remove your signup, email help@mentionloom.com.
Lumen Payroll you
Payfolk