Partly. AI can produce a useful first Arabic adaptation of an English campaign when it works from the creative brief, the client's glossary and approved Arabic examples rather than from the English copy alone. A native Arabic copywriter still chooses the register, rewrites what does not land culturally, and approves every line before it goes to the client.
#Key takeaways
- Translating English lines produces correct Arabic that often sounds imported; adapting from the brief produces copy that sounds written for the market.
- The decision on Gulf dialect, formal Arabic or a mix belongs to a person who knows the audience and the channel.
- Published research shows language models are weaker on Arabic dialects than on formal Arabic, so dialect copy needs the closest review.
- A per-client Arabic glossary and approved examples improve drafts more than switching models.
- For occasional Arabic posts, a strong freelance copywriter with ChatGPT or Claude on an approved account is enough.
#What goes wrong when campaigns are translated?
At a Gulf agency the routine is familiar: the English campaign is approved first, then someone runs the lines through a translation tool and an Arabic copywriter fixes them at the end, under deadline. The result is grammatical and flat. The pun disappears, the call to action sounds like a government notice, and a social caption reads like a press release.
The second problem is register. Formal Arabic suits a bank's annual campaign; a food delivery brand on TikTok needs something closer to how people in Dubai or Riyadh actually talk. AI defaults to formal Arabic unless told otherwise, and it is less reliable in dialect. The AraDiCE benchmark paper, september 2024 found that language models generally struggle with dialect generation and translation compared with formal Arabic.
#How should an agency adapt a campaign into Arabic with AI?
- start from the brief, not the copy: give AI the creative brief, the core idea and the audience, plus the English lines as reference only.
- set the register per channel: the copywriter decides, for example formal Arabic for print and outdoor, Gulf dialect for social and WhatsApp.
- load the client's Arabic glossary: brand name spelling, product terms, words the client never uses, and approved past Arabic work.
- ask for options, not one answer: several Arabic routes per headline, each with a back-translation so the English-speaking team can follow.
- native rewrite: the Arabic copywriter picks, rewrites and checks cultural fit, religious and seasonal sensitivities, and right-to-left layout notes for design.
- approval: the account lead and the client's Arabic reviewer approve; the final version and its edits are saved to the glossary.
#What should stay with a native copywriter?
- Choosing the register and dialect for each audience and channel.
- Humour, wordplay and anything tied to Ramadan, national days or religion.
- Claims in regulated sectors such as health, finance and property.
- The final read of every line, including how it sits in the layout.
The copywriter's job changes from fixing literal translations late to choosing between adapted drafts early, which is better use of the most scarce person on a Gulf account team.
#What should you measure?
- How much of each AI draft the copywriter keeps, by channel and register.
- Client corrections on Arabic copy per campaign, before and after.
- How often Arabic work holds up the launch of a bilingual campaign.
- Glossary growth: new approved terms added per client.
#When is a freelance copywriter with a chat tool enough?
If your agency adapts only a few campaigns, a good freelance Arabic copywriter using ChatGPT or Claude on an approved account, with a simple shared glossary, is enough. You do not need a workflow for occasional work. The same holds if your clients only run formal Arabic in print, where a professional translator may be the right call.
A structured workflow pays off when many clients run bilingual campaigns, when social output in dialect is high, and when clients ask how their material is handled. The World Federation of Advertisers, september 2024 found that 80% of large brand owners have concerns about how agencies use generative AI for them.
#How Stennir runs this
Stennir works in Arabic and English by default. Through AI implementation, Stennir sets up the adaptation workflow inside your tools: per-client glossaries, register rules per channel, multiple drafts with back-translations, and approval by your copywriter and account lead. AI training then runs a cohort for your Arabic and English writers on the real workflow.
We are
Stennir builds an Arabic adaptation workflow your copywriters control, starting from the brief and each client's glossary, with every line approved by a person.
We aren't
Stennir is not a translation agency and does not replace your Arabic copywriters.
#What should an agency creative director do next?
Take one recent bilingual campaign and compare the translated Arabic with what your best copywriter would have written from the brief. Then read can AI understand Gulf Arabic customer messages and the AI for marketing page. When ready, take the free readiness assessment or book a 30-minute call.
#Common questions
What do you need from us to start?
Two or three recent bilingual campaigns with their briefs, the final Arabic and English copy, any client glossaries or brand books in Arabic, and one Arabic copywriter who will review drafts. Stennir also asks which channels use which register, so the rules match how your clients already work.
Which Arabic dialects does it handle?
Stennir works with formal Arabic and Gulf dialect by default, and drafts in other dialects such as Egyptian or Levantine can be set up on request. Dialect drafts get the closest review, because research and practice both show models are less reliable in dialect than in formal Arabic.
Where does client campaign material stay?
In accounts your agency controls, with each client's material kept separate and the model running in a hosting region that fits your client contracts and the UAE or Saudi data protection rules. Unreleased campaigns are confidential, so access follows the account team and every draft is logged.
What could go wrong?
The usual failures are formal Arabic where dialect was needed, a phrase that is fine literally but awkward culturally, and brand terms spelled inconsistently. The glossary and the native copywriter's approval catch most of it. The bigger risk is skipping that review under deadline, so make the approval a required step.
