Millions of people ask ChatGPT, Gemini, Perplexity, etc for recommendations every day. Lumen tracks whether your brand shows up in those answers, benchmarks you against competitors, and gives you actions to close the gap — built for LatAm, in Spanish, Portuguese & English.
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Maker
📌
👋 Hey Product Hunt!
I'm Nicolás, founder of Lumen. We are building Lumen to help Latam solve a problem US and Europe are already solving, users are changing how the search, decide and purchase products.
Brands could have amazing SEO but still be invisible for AI, less than 10% of top Google results even get cited by AI.
We designed Lumen to help you select your prompts, execute them, analyse the results, track metrics and give you specific actions for your use case to improve those metrics.
Lumen is also designed to assist you in the execution of those actions, creating articles, recommending changes to the llms.txt, and so much more.
We included a Free plan, no card required — takes about 2 minutes to see your first results. Would genuinely love your feedback, especially if you're a marketer or agency wondering whether this "GEO" thing is real or hype.
Happy to answer anything in the comments today 👇
Love, Nicolas ❤️
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One thing that would really help is a weekly digest email that summarizes which prompts my brand is winning or losing in, with the actual AI responses attached. Checking the dashboard daily is fine, but having the changes pushed to me would make it way easier to react fast when a competitor suddenly jumps ahead on key queries.
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Maker
@eylulm47724 Exactly! We send an email every time we ran an execution with a summary of the changes. So you easily see if your brand is performing better, same or worse than the last execution
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Love that this is finally built for LatAm with proper Spanish and Portuguese support, that alone makes it stand out from the usual English-only tools. One thing that would really help though is adding a sentiment analysis layer on top of the mention tracking, so instead of just knowing if your brand appears you can also see whether the AI is recommending you positively, neutrally, or with caveats. Would make the competitor benchmarking way more actionable.
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Maker
Hi @nimettavanatmo , we are working on that as our next feature! It is critical to understand, as you said, if the AI is mentioning you in positive or negative way.
Thanks for the feedback ❤️
Did you had a chance to create an account and test a company ?
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el tracking de menciones esta genial pero estaria bueno poder ver el prompt exacto que uso cada persona para que llegue a tu marca o a la competencia, asi entendes mejor la intencion de busqueda y podes crear contenido que ataque esos angulos especificos
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Honestly the competitor benchmarking view is super useful, kind of eye opening to see how often we're not even showing up in AI answers.
One thing that would really help is a weekly digest email that summarizes which prompts my brand is winning or losing in, with the actual AI responses attached. Checking the dashboard daily is fine, but having the changes pushed to me would make it way easier to react fast when a competitor suddenly jumps ahead on key queries.
@eylulm47724 Exactly! We send an email every time we ran an execution with a summary of the changes. So you easily see if your brand is performing better, same or worse than the last execution
Love that this is finally built for LatAm with proper Spanish and Portuguese support, that alone makes it stand out from the usual English-only tools. One thing that would really help though is adding a sentiment analysis layer on top of the mention tracking, so instead of just knowing if your brand appears you can also see whether the AI is recommending you positively, neutrally, or with caveats. Would make the competitor benchmarking way more actionable.
Hi @nimettavanatmo , we are working on that as our next feature!
It is critical to understand, as you said, if the AI is mentioning you in positive or negative way.
Thanks for the feedback ❤️
Did you had a chance to create an account and test a company ?
el tracking de menciones esta genial pero estaria bueno poder ver el prompt exacto que uso cada persona para que llegue a tu marca o a la competencia, asi entendes mejor la intencion de busqueda y podes crear contenido que ataque esos angulos especificos
Honestly the competitor benchmarking view is super useful, kind of eye opening to see how often we're not even showing up in AI answers.
@ekayal10109 Thanks for the feedback !
I am curios to know how was your experience with Lumen and if you find anything interesting for the company you are monitoring ?