AI · Commercial language · Cross-border

AI translates the language. The buyer judges the register.

GMA is the global / international marketing agency behind this page. The practical work is market-entry marketing: website, localization, proof, offer language, SEO/AI visibility, paid path, distributor follow-up, and sales material for the target buyer.

For cross-border companies whose AI-translated commercial materials evaluate grammatically correct and commercially wrong in the destination market, where the gap between language fluency and commercial fluency is the gap between getting evaluate and getting filtered.

The corpus does not weight the register.

Every cross-border company faces this problem the moment it deploys an AI-translation layer for international expansion. The AI translation system has been trained on parallel-language corpora that contain general-purpose text. The commercial language of a destination-market buyer is a narrow slice that the general-purpose corpus does not weight heavily. The translation comes out linguistically correct, commercially neutral or commercially wrong.

The failure shows up in trust signals (which references travel and which do not), in pricing and proposal language (where US-direct lands as forward in DACH and DACH-reserved lands as soft in US), in case-study framing (which numbers and which narratives transfer), and in CTA structure (where US-direct call-to-action lands as pushy in DACH, Geneva, and Stockholm).

How AI translation lands wrong.

  • A DACH Mittelstand auto-translates its German technical documentation into US English for the US market entry. The translated documentation judges grammatically and lands as a DACH document. US procurement files it accordingly.
  • A US AI vendor auto-translates its US marketing copy into German for the DACH market. The translated copy judges grammatically and lands as a US startup. The DACH Geschäftsführer files it accordingly.
  • A UAE-seated firm auto-translates US-market materials into Arabic for the GCC. The translation lands. The commercial language lands as a US firm operating in the GCC, not as a UAE-seated firm built for the GCC buyer.
  • A Singapore firm auto-translates English-source materials into Japanese for the Tokyo market. The Japanese enterprise customer judges the register as junior and routes the conversation downward inside the procurement hierarchy.

The commercial-register rebuild for the destination market.

GMA does not produce machine-translation services and does not run translation-management systems. Linguistic translation stays with the client's translation provider or AI-translation system.

GMA rebuilds the commercial-register layer for the destination market:

  • Per-corridor commercial-register brief. What the destination-market buyer expects in trust signals, pricing language, case-study framing, CTA structure, and proof anchors.
  • Re-authored (not re-translated) hero, subtitle, and core proof copy in the destination-market register, by humans with destination-market commercial fluency.
  • Trust-architecture rebuild. Which references, certifications, and proof points travel and which do not.
  • AI-translation system input layer. Source-language copy structured so AI translation produces output with a higher commercial-register hit rate.

Who this is for and who it is not for.

Cross-border company operating in two or more language markets. Revenue band twenty-five million to two billion dollars. AI-translation system deployed or being deployed. Commitment to a commercial-register layer alongside or above the AI translation.

Out of scope. Machine-translation services stay with the client's translation provider. Translation-management system (TMS) implementation stays with the client's localisation function. Linguistic copy-edit stays with the translation provider. Full multilingual search-marketing work is out of scope, and GMA does not sell search-marketing services of any kind.

What the engagement looks like.

Market-Entry Marketing Sprint

Six to ten weeks. Single-corridor commercial-register rebuild. Typical first engagement when one destination market is producing the most acute buyer-language break.

See the Sprint →

Cross-Border Marketing Build

Three to six months. Multi-corridor rebuild with per-market briefs, re-authored hero and proof copy, and proof-and-trust rebuild.

See the Build →

Global Marketing Partnership

Monthly retainer, twelve-month minimum. Ongoing commercial-register maintenance across changing materials. Scope and sequence are set after the inquiry screening.

See the Partnership →

What this work does not include.

No machine-translation services. No translation-management system implementation. No linguistic copy-edit. No multilingual search-marketing services. Those belong with the client's translation provider, localisation function, and search-marketing vendor where applicable.

Frequently asked.

No. GMA does commercial-buyer-language translation, which is a different discipline. The literal linguistic translation continues with the client's translation provider or AI-translation system.

GMA does the commercial-register slice of localisation. Linguistic localisation, regional date and number formatting, and TMS work stay with the client's localisation function.

No. GMA does not sell search-marketing services. Multilingual search-marketing work stays with the client's existing vendor. GMA's work is the commercial-register layer.

Inquiry through the contact form and a fit screening. Sprint, Build, and Global Marketing Partnership are available. Scope and sequence are set after the inquiry screening.

Related pages.

Pain

Cultural translation gap.

The deeper translation question that conditions whether the destination-market buyer judges back through the AI translation layer or around it.

See the pain →
Pain

Our German website isn't converting US buyers.

The specific German-to-US case where translated materials lose the US buyer at first contact.

See the pain →
Sister topic

The AI content trust collapse.

The trust layer that conditions how AI-translated copy is evaluate once the register has been corrected.

Open the page →
FR

"Zero conversions after two months usually isn't a traffic problem; it is a trust and localization problem. If you haven't solved the technical friction of the US workflow, you are likely mistaking interest for demand."

Buyer-language source · demand-signal thscore

Inputs, outputs, and the failure point.

If the market is not responding, the first question is simple: what is the buyer not seeing, trusting, or doing yet?

Action that should happenThe system should turn scattered market signals into a clear next action.
What may be unclearWithout it, the company treats symptoms as strategy and spends again before the market understands the offer.
What to inspectCheck the current page, offer, proof, channel, price story, inquiry path, and follow-up.
Next stepUse the result to choose an answer route, a market page, /engagements/, or /contact/#inquiry.

Start the inquiry →

If the AI-translated site judges grammatically and the destination buyer files you as foreign-shaped, describe what the buyer is saying.

Tell us which corridor, which translation system, and which proof points travel and which do not. Response within one business day.

Start the inquiry
Start the inquiry