What this is

AI answer engines are now the first stop for a significant and growing share of professional research.

When a buyer in Dubai, Riyadh, or Abu Dhabi asks ChatGPT or Perplexity which firm to speak to about your category, the companies that appear are the ones whose content is structured, specific, and attributed to a clearly established entity. Most GCC companies are not structured this way. The investment in websites and digital content has not translated into AI search visibility because the content was built for a different model of search.

How the retainer works

This retainer addresses that directly. Monthly work on content structure and entity signal.

Quarterly auditing across the four major AI answer engines. Reporting that tracks citation rate, query coverage, and competitive position.

What is included

Four components, delivered every month and every quarter.

Monthly content structuring for Arabic and English

Existing content reviewed and restructured for answer engine citation in both languages. New content briefs written for the highest-value queries in each language.

Entity maintenance

Schema markup governance, sameAs array management across Arabic and English profiles and directories, consistent entity language across all brand surfaces.

Quarterly citation audit

Testing across ChatGPT, Perplexity, Gemini, and Claude for the agreed query set in both English and Arabic where relevant.

Quarterly visibility report

Citation rate trend, query coverage, new citations earned, and competitor citation comparison for the GCC market.

Who this is for

CMOs, heads of marketing, and VP Digital at corporate, professional services, and B2B technology companies operating across the GCC.

Companies building or rebuilding their digital presence who want AI search visibility built in from the start. Companies that have invested in Arabic and English content and are not seeing that investment return in AI-generated answers.

Why now

The GCC market is at an early stage of AI search adoption, which means the citation landscape is less competitive now than it will be in twelve months.

The retainer is most valuable when started before the category is crowded.

How it starts

Three steps from first conversation to the retainer running.

Scoping conversation

A scoping conversation establishes fit.

Discovery

A four-week discovery produces the baseline citation audit and the retainer scope.

Retainer begins

The retainer follows from month two. The first quarter typically focuses on the highest-volume English queries. Arabic query coverage is added as the entity signal strengthens.

From the
Thinking
section

What AI answer engines actually cite, and why most company websites are invisible to them.

The specific patterns that determine whether a source gets cited in AI-generated answers, and what structuring content for citation looks like in practice.

Read →

Better made.

For companies whose ambition has outgrown the category of vendor they have been buying from.

When AI answers the question, either you are the answer or you are not in the running.

Start a conversation

GCC companies spending on digital presence are largely invisible to AI answer engines.