How a 32-person inventory SaaS earned 247 AI citations in 8 weeks
A composite case study tracing what changed week by week — what worked, what didn't, and what we'd do differently next time. All metrics anonymized; methodology verbatim.
- Written for
- B2B SaaS · ICP: ops leaders at 10–250 person DTC brands
- Audit gap
- Opportunity #1: zero presence in any 'best inventory software' or comparison query across the five AI surfaces, despite ranking #3 organically on Google.
- Outcome
- 247 AI citations across all 5 LLM surfaces 8 weeks
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12 GEO mistakes killing your AI visibility (and how to fix each one this week)
The patterns we see in nearly every Visibly audit — none of them exotic, all of them fixable. A scannable list of the citation-killing habits you can correct in an afternoon.
Written for Founders and marketers responsible for content and SEO at growth-stage companies -
ChatGPT Search vs Perplexity vs Claude with web: which AI surface cites you first?
A head-to-head look at how the three live-browsing AI surfaces discover and cite content — citation latency, crawler behavior, and where each one looks for its source material.
Written for Marketing and SEO teams evaluating where to focus their GEO effort first