While others chase seo rankings, AI is writing a new front page. most brands aren't even looking.
We analyze how chatGPT and other models describe your company, where you're being outshined, and how to change the conversation before you're written out.
AI doesn't prioritize truth.
AI prioritizes pattern. Louder competitors win and trusted brands get misrepresented.
Its not malicious. It's math
You lose control of your story and most brands dont' even realize it's already happening.
We don't game the system.
Marigold exists to help brands see and own the story that AI is shaping.
We give you the tools.
Marigold helps you be seen, framed, and understood. On your terms, not the algorithm's.
[A human-AI joint production]
marigold
the future isn't Ai or humans, its both. we let machines do what they do best (math at scale). and we do what humans do best: spot the signal, challenge the noise, push for excellence, and shape the story.
[process]
AI is evolving fast.
you should too.
we're not waiting for perfect.
AI sure isn't.
That's why we're shipping value now and opening early access to brands who want to shape what comes next.
01
Start here. It's fast, Shockingly deep, and tells you what AI really says. Perfect for Founders, comms leads, marketers and anyone who wants a peek behind the curtain.
Includes:
1-page summary of your brand visibility
Top 3 Competitor Visibility Rankings
Immediate risk flags (positioning, differentiation, gaps)
02
This is where most companies land. Perfect for launches, repositioning, and spotting problems before they surface. This is for growth-stage brands ready to understand and shape their Ai narrative before someone else does.
Includes:
Everything in the pulse check +
complete ai narrative analysis (5-10 pages)
traditional vs ai search gap analysis
actionable roadmap with quick wins and long term fixes
ai eithics & vulnerability framing (bias, gaps, brand risks)
customizable competitor benchmarking (up to 5 brands)
03
for brands that can't afford narrative risk and founders who live and breathe their brand. designed because our founder kept pushing for more, our most comprehensive report.
used by founders, comms leads, and Ir teams preparing for ipo's, M&A, or market-critical exposure.
Full narrative visibility. multi-model analysis. leadership-grade positioning and roadmap.
Includes:
everything in the full audit+
multi-llm framing audit (chatGpt, claude, perplexity, etc)
meta-narrative analysis across models and markets
executive-ready strategy and roadmap
ai perception risk modeling for ipo, m&A, or IR contexts
fully custom engagements (Industry-specific, region-specific, etc)