Passionfruit Labs
Turn AI Mentions & Citations Into Revenue
656 followers
Turn AI Mentions & Citations Into Revenue
656 followers
Track real revenue from AI search, see exactly which competitor pages win citations, learn the sentiment LLMs have of your brand and get instant recommendations that actually work. Stop overpaying $500+/month for GEO tools for synthetic data, let Passionfruit Labs prove ROI fast!
Passionfruit Labs
Hey Product Hunters 👋
I’m Aditya, co-founder and CEO at Passionfruit, and I’m thrilled to share what we’ve been building- Passionfruit Labs, an AI search optimization platform built for growth teams.
AI search has quietly become the new front line for discovery, lead generation, and sales.
But the “how to win” part? Still painfully unclear.
The problem - Most “AI visibility” tools miss the mark:
$500+/month for single users
Vanity dashboards with 100+ metrics - most are synthetic
No real actions for you to actually extract value
The fix - Passionfruit Labs
We built Labs to make AI search optimization accessible, actionable, and revenue driven - not another analytics toy.
Our team has already driven 1.5B+ impressions, 33M+ clicks, and $375M+ in attributable revenue using this exact system.
What it does
Revenue attribution by AI engine (see ROI, not just mentions)
Page-level citation tracking + competitor benchmarking
Real-time share of voice across ChatGPT, Claude, Perplexity & Gemini
AI-powered strategy to close content gaps - with optional done-for-you execution
Step-by-step optimization plans, not data dumps
Unlimited seats so your whole team can work together
We’re opening it up today because AI search deserves the attention but at an affordable price.
The result:
One place to see how AI talks about your brand
Who’s getting cited and where
Exactly what to do next.
Our mission is simple - to make AI search optimization something teams actually use and generate revenue from, not another dashboard that gathers dust.
🚀 Try it free for a week, on us → https://labs.getpassionfruit.com/signup
Demo Link
Plans start at $19/month, unlimited seats included.
We’ll be here all day and would love your feedback, feature ideas, or just a “hey, this is cool.”
Every comment helps us learn and climb the PH charts.
Passionfruit Labs
@arjain_passionfruit 🔥
@arjain_passionfruit I’ve known the Passionfruit team for about a year now and have seen their SEO / GEO work up close on brands we worked with together.
Always knew they’d eventually turn their internal systems into a proper product. Cool to see it finally happening. Can’t wait to test this across different brands and industries.
Many congrats Kushagra, Aditya and team! :)
Passionfruit Labs
@rohanrecommends Thank you Rohan! Means a lot!!
DocsOrb: Organise personal documents
Looks amazing! The revenue tracking part is straight forward, you may want a query param or something to track the purchase came through from an AI suggestion.
But, the AI prompt / citation itself, how does your platform know that the user actually typed a question, and received a response that included my website as a suggestion? Chats are usually private and they don't share that info like Search engines do with keywords.
Would you simulate conversations and prompts and get the citations or times-mentioned from your own versions of AI Chats (ChatGPT, Perplexity, Grok, etc.)?
Passionfruit Labs
@zdo Good suggestion on query param for AI purchases!
Great questions, Santhosh. Our proprietary algorithm reads through your entire website, social media pages to discern the common pain points of your customers and top selling products to come up with high ROI prompts.
AI prompts "Search Volume" is not present, unlike what some other competitors claim. They just multiple google keyword search volume with certain multipliers based on intent - this is inaccurate. We don't give you a search volume but provide prompts basis topical authority and pain point relevance.
DocsOrb: Organise personal documents
@kushagra_gupta18 Let's connect on X. I have a lot to follow up, but let's keep this thread lean :)
Passionfruit Labs
@zdo Certainly Santhosh, here is my X: @kush_xg01. Happy to chat in detail and help you drive revenue from LLMs including ChatGPT, Perplexity, Claude and Gemini!
Product Hunt
Hey PHers - I'm super excited to hunt Passionfruit and share it with you all.
ChatGPT and other players have started to bring 3% of our total web traffic at SuperProfile. This talented team is solving for AI Visibility - something I needed help with. I've used it to track certain prompts and competitors and see how are we are performing. The insights have been really helpful in terms of giving our content team a direction for their content strategy.
You can check out @arjain_passionfruit's demo (in Maker comment) to understand how Passionfruit works - it took me literally less than 5 mins to get started.
I highly recommend Passionfruit to Founders, Marketers, and Content folks :)
Ask questions, support the launch and share it with someone who may need it!
Passionfruit Labs
@arjain_passionfruit @adityavsc 🔥
Agnes AI
Great tool for brands marketing in Agentic era! How is the ROI compared to GEOs services?
Passionfruit Labs
@cruise_chen Thank you Cruise! ROI is much higher given the cost of our tool only ranges from $19-99/month as opposed to GEO services heavy $3-4k monthly retainers. We provide analytics most service providers won't have and suggest content to drive revenue fast!
Congrats on the launch! Quick question — how do you track or measure attribution from models like ChatGPT or Claude?
Passionfruit Labs
@andywithbebop Thanks for engaging Bowen! We have google analytics integration built in from which you can get an understanding of engagement rate, traffic, purchases and revenue from ALL large language models including ChatGPT, Perplexity, Claude, Gemini, Qwen, Deepseek, Grok etc.
Lancepilot
Passionfruit Labs
@odeth_negapatan1 For now it analyzes the entire domain by default which includes all the pages which are being mentioned and cited. However, you can track performance of particular pages within "sources" section of our platform.
AI search is already influencing how people discover brands, but most teams are still treating it like a black box. What you’re doing here feels like the missing link: make AI mentions measurable, comparable and most importantly tied back to revenue.
Love that it’s not another dashboard. The shift from vanity metrics to actionable next steps is what will actually move adoption. Curious to see how this shapes content strategy playbooks over the next few months.
Passionfruit Labs
@kevin Appreciate the support here, Kevin! This was one of the main reasons for us to build Passionfruit Labs. We wanted to make GEO transparent and tied back to revenue to actionable steps.