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HomeWho We Serve

Who we serve

Horizontal by design.
Defined by discipline,
not industry.

Horizontal by design — we're defined by a discipline and a buyer, not an industry. Here's who we do our best work for, and who we're not the right fit for.

Where we do our best work

The buyers we're built for.

AI visibility is highest-stakes for high-consideration, research-driven buying — where a buyer asks an AI assistant who to consider before they ever talk to you. We focus where that's true and where our edges compound.

Bilingual · EN + 中文
Cross-border US–China brands

Importers, cross-border e-commerce sellers, and China-facing brands and advisers who need to be the answer in both English and Chinese AI and search surfaces — a bilingual capability almost no agency offers.

See the proof →

High-trust · high-value
Boutique M&A & financial advisory

Under-marketed, referral-dependent advisory firms whose buyers now ask AI who to consider. Where our 20+ years of strategy consulting and our advisory case work land hardest.

See the proof →

Discovery-driven
Auto aftermarket & enthusiast brands

Performance and enthusiast consumer brands that live or die on discoverability — the vertical behind our “named by all five AI runs, cited by none” finding.

See the proof →

Fit

Fit — and not.

A fit if…

  • AI search is a priority, not a checkbox.
  • High-consideration buying — buyers research before they contact you.
  • Ready to invest at the level the work requires.
  • You want measurement you can trust, not a vanity score.
  • National reach; cross-border or bilingual is a plus.

Not a fit if…

  • Impulse, hyper-local, or brand-loyal repeat purchases where AI barely moves the decision.
  • Shopping for the cheapest possible option.
  • You want a single blended “AI score” with no methodology behind it.
  • You expect guaranteed #1 placement in ChatGPT.

Not sure if you're a fit?

Start with a free AI Visibility Check, or book an AI Visibility Sprint for a measured baseline and a plan.

Free AI Visibility Check →  ·  AI Visibility Sprint →

Ready when you are

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