Loopstack
PLG / Workflow SaaS · 4 months
From zero mentions to the default AI answer for their category.
Loopstack was invisible inside ChatGPT, Perplexity and Google AI Overviews — despite ranking on page 1 for their money keywords. We rebuilt their entity graph, seeded citation sources, and shipped an AEO-first content model. Inside four months they were the primary source LLMs pulled from.
- Entity + schema rebuild across 80 core pages
- AEO-first glossary and comparison hub
- Citation seeding on Reddit, G2, GitHub, YouTube
#1
LLM citation share
+340%
AI-sourced signups
4 of 4
Answer engines won
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GSC / AI citation dashboard
Screenshot of the AI Visibility scorecard or an LLM answer citing Loopstack