AEO software for Middle East brands: what works in Arabic and in KSA

No vendor is an established leader for Arabic AEO yet, and any page that names one is repeating vendor claims. But picking a good AEO/GEO tool depends on multiple factors like the location of where the prompt actually runs, the question of the prompts, and whether the tools gives you actionable recommendations to improve those scores.

This page sets out what that audit and Narrative's own pages show, assesses how well Narrative fits a Riyadh marketing team, and lists checks to run before paying anyone.

Short answer (TL;DR):

No vendor is an established leader for Arabic AEO yet. In the table below, Narrative, Conductor, Otterly.AI and Knowatoa document Arabic prompts and Saudi Arabia support, while Evertune does not list Arabic among its 33 languages.

Where Narrative fits: you want Arabic and English measurement, plus the option to turn findings into pages that publish after you approve them.

Where it fits less well: Narrative scores accuracy against your own public content, not against Saudi rules, so compliance review stays with your approval process. But that's also absent from all other providers. One-click publishing covers the connected platforms only, such as Webflow.

Pricing: Narrative charges in nuggets. One answer from one engine costs 1 nugget per week per active prompt, so 100 active prompts on 2 engines is 200 nuggets a week.

Before paying any vendor: ask which ChatGPT surface it samples, track Arabic as its own prompt set, count prompts against the statistics, and repeat runs. Next step: run the same 20 Arabic prompts through each shortlisted tool, or start with Narrative's free first scan, which needs no card.

Arabic and Saudi support, tool by tool

AEO software runs a fixed set of prompts through ChatGPT, Gemini, Perplexity and similar engines, then records whether your brand is mentioned, cited and described correctly. The same category is sold under several names: AI search visibility tools, answer engine optimization (AEO) tools, generative engine optimization tools, GEO platforms, AI visibility trackers and LLM brand monitoring. Most add AI citation tracking and AI search analytics, and some add content features, which is why vendors also market themselves as AI SEO tools or AI search optimization tools.

For Saudi buyers there are two separate questions: can the tool run prompts in Arabic, and can it set the country where the queries actually run to Saudi Arabia.

Narrative's own product page says it runs "hundreds of buyer-intent queries" against ChatGPT, Grok, Gemini and Perplexity, "scored in Arabic and English".

Assistants asked the same Middle East question also named Arabic-first vendors. We have not tested any of them, and their dialect and country claims are vendor statements. Put them through the same live test described below.

Should I pick Narrative as marketing lead?

The answer depends on whether you need a monitoring tool or a monitor plus a publishing workflow, and on how much risk you accept.

Narrative's accuracy score checks AI answers against the brand's own public content, so it finds contradictions with what you have published. It does not check against Saudi rules, and a compliance review still needs your own approval process.

Our reading: choose Narrative if you want Arabic measurement and the option to turn findings into published pages, and you accept a young product. Other tools can offer a low entry price and a monitoring-only tool with Arabic documented. Run the same 20 Arabic prompts through both before deciding.

Four checks before paying any AEO vendor

1. Ask which ChatGPT surface it samples. VOCTOS cites an agency test of 900 trials in one day in which one brand appeared in almost half of logged-in ChatGPT answers, none of the logged-out answers and under a fifth of API answers. VOCTOS says no vendor it reviewed discloses its surface. Narrative says its prompts run "in real browser sessions", which is not API output, but its pages do not say whether the sessions are logged in.
2. Track Arabic as its own prompt set. A 2026 study cited by VOCTOS found query language explained about a quarter of the variance in a single response, the largest systematic factor. English results do not transfer.
3. Count prompts against the statistics. An arXiv paper says a five-point interval on citation share needs roughly 40 to 50 prompts on Gemini, around 100 on Perplexity and 150 or more on SearchGPT. Entry tiers of 5 or 15 prompts cannot show small changes.
4. Repeat runs. The same paper found median citation overlap between two runs of one query was 0.50 on Perplexity and about 0.30 on Gemini. One run proves little.

What Narrative does, and where it stops

Narrative's pipeline has four steps. It crawls your public content into a knowledge base, maps competitors, composes buyer-intent queries in Arabic and English, then queries the engines and scores each answer for presence, sentiment and accuracy. The changelog describes a 0 to 100 AEO score and a first score "in under 30 minutes".

Beyond measurement, its campaigns page describes proposing topics, writing copy in your brand voice, and publishing after you approve it.

There are four live connectors: Google Analytics 4, Search Console for data, and Webflow for publishing.

Social listening on X is also live.

Limits to weigh:

• Accuracy is measured against your own content. The changelog calls the knowledge base "the ground truth". If your site is wrong or silent, the score cannot tell you.
• One-click publishing depends on your stack. The four publishing connectors cover those platforms only. On another CMS you get scores and recommendations without automated deployment. Narrative's docs overview lists Webflow as an action connector, with the ability to export content and publish it externally
• SEO tracking is also included in Narrative, allowing for a more comprehensive search engine tracking surface

How Narrative pricing works

Narrative sells no plans or seats. It charges in nuggets for AI work, and per its pricing page one answer from one engine costs 1 nugget, once a week, per active prompt, per engine. Dashboards, scores, editing, approvals and publishing are free.

The cost is therefore arithmetic. 100 active prompts on 2 engines is 200 nuggets a week, roughly 800 a month. New prompts arrive switched off, and a brand measures on ChatGPT alone until you add engines. Other actions cost more: 155 nuggets for a piece of copy.

Bought nuggets carry over for a month, and the rate is locked at purchase. The free starting nuggets last 14 days from your first scan. The pricing is SAR 450 for 2,500 Nuggets. The free trial generously gives 2,500 free.

Start with a free report

Narrative's first scan is free with no card, and the report comes back with your Arabic and English visibility, competitors and recommended topics. Start at Narrative sign-up or book a demo from the home page.