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Elmo
Open Source AEO
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.
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
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.
On the analytics side, Elmo competes within Open Source, SaaS, Artificial Intelligence and GitHub — topics that collectively have 621.1k followers on Product Hunt. The dashboard above tracks how Elmo performed against the three products that launched closest to it on the same day.
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.
For a complete overview of Elmo including community comment highlights and product details, visit the product overview.