This product was not featured by Product Hunt yet.
It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Jared RhizorTired of spending $400/mo on Profound? With Elmo, you can track all of your prompts on any AI search provider or LLM, compare your AI visibility against your competitors, and dive into the details about which websites/Reddit threads/etc are cited by AI. You can also self-host on system with Docker Compose and own your own data.
Top comment
Hi ProductHunt! I'm excited to announce Elmo, an MIT-licensed, open source AEO/GEO tool. We help you scrape ChatGPT/Google AI Mode/etc using web scrapers like BrightData/Olostep/etc, evaluate prompts against the OpenAI/Anthropic/Mistral APIs directly, or evaluate prompts against any model indirectly via OpenRouter. These responses are analyzed for mentions of your brand and your competitor's brands and tracked over time. The absolute value of this visibility of this number doesn't matter as much as how it changes over time. More importantly, we help you dive into citations, which is where you can find actionable insights. Did one of your competitors add a page to their site that is now getting cited by AI? Maybe you should add a similar page. Is AI citing a specific subreddit frequently? Maybe your brand should have a presence there. Are certain influencers on social media frequently cited by AI? Maybe you should develop a relationship with those influencers. This tooling helps you understand what AI thinks about your brand. This understanding should be a commodity, not a luxury. While some AEO tools are raising tens of millions of dollars, Elmo is small, bootstrapped, and sustainable - and you own your own data. We're just getting started. Sentiment analysis and ton of other features are coming soon! I hope you try it out and I'd love any feedback! Thanks, Jared
Comment highlights
Really impressed by how Elmo is approaching AI visibility and brand monitoring. The idea of tracking how different LLMs mention and cite brands feels incredibly relevant right now. Love that it’s open-source and self-hosted too — huge plus for teams that care about data ownership. Curious, are you planning deeper competitor benchmarking features next? 👀
About Elmo on Product Hunt
“Open Source AEO”
Elmo was submitted on Product Hunt and earned 22 upvotes and 3 comments, placing #22 on the daily leaderboard. Tired of spending $400/mo on Profound? With Elmo, you can track all of your prompts on any AI search provider or LLM, compare your AI visibility against your competitors, and dive into the details about which websites/Reddit threads/etc are cited by AI. You can also self-host on system with Docker Compose and own your own data.
Elmo was featured in Open Source (68.4k followers), SaaS (42.2k followers), Artificial Intelligence (469.3k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 172.4k products, making this a competitive space to launch in.
Who hunted Elmo?
Elmo was hunted by Jared Rhizor. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Elmo stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.