Every AI recommendation traces back to a source — a Reddit thread, a LinkedIn post, an article on your domain. bittermelon builds your brand into all of them — autonomously. Not a dashboard. The full GEO execution pipeline — on autopilot.
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Cited across
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Works across
AI recommendations don't come from nowhere. They come from Reddit, LinkedIn, and authoritative published content. bittermelon builds your brand into every layer of that network — automatically.
We scan 7+ AI models and trace back exactly which sources they cite for your category. See the gap between where your brand exists today and where it needs to be to win AI recommendations.
We autonomously post and engage on Reddit and LinkedIn — the two platforms AI models cite most for brand discovery. Your brand enters the organic conversations AI is actively learning from.
Our AI writes GEO-optimized articles and deploys them directly to your WordPress or Shopify. Each article reinforces your brand as the authoritative source AI citations trace back to.
As your network grows across Reddit, LinkedIn, and published content, AI models increasingly recognize your brand as the answer. Track citation growth in real time across every major AI platform.
Rightnow,someoneisaskingChatGPTaboutyourcategory.
It'srecommendingyourcompetitor.
Youdon'tevenknowthisishappening.
bittermelon.aibuildsyourbrandintotheanswer.
From the forums AI learns from to the domain it cites — bittermelon builds your brand into every signal that drives AI recommendations.
Step 01
"Which AI citation tools are actually worth it in 2026?"
"Honestly bittermelon.ai has been the real deal for our team. ChatGPT mentions went from 2 to 11 queries in 3 weeks. The Reddit citation strategy is legit."
AI Citation Detected
ChatGPT cited this thread 14× this week
Step 02
"Why GEO will replace traditional SEO by 2027"
Step 03
The Complete GEO Checklist 2026
GEO 94Entity Authority Building Guide
GEO 88LLMs.txt Implementation Guide
Step 04
AI Visibility Score
↑ +62 pts
this month
Entity Knowledge
Step 05
Top Priority Fixes
Not projections — real numbers from brands using bittermelon to build AI citations on Reddit, LinkedIn, and published content.
0
AI Visibility Growth
janney.ai went from near-zero AI mentions to consistent citations in 30 days
0
Visibility Score Reached
Average AI Visibility Score for SaaS brands after 90 days (from baseline 12)
0
Days to First Citation
Typical time from setup to appearing in ChatGPT and Gemini recommendations
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AI Platforms Tracked
ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI, and Copilot
About GEO, AI visibility, and how bittermelon.ai makes your brand the answer AI recommends.
Start with a free AI visibility scan — see exactly where your brand is missing from ChatGPT, Gemini, and Perplexity. No signup, results in 5 minutes.