Answer visibility

How to Evaluate AEO and GEO Services in Lebanon

Independent verification matters more than a sales slogan. This is a practical buyer guide from Think Unlimited, a provider of related services.

Short answerAssess AEO and GEO by checking whether pages answer real questions with evidence, whether the site is technically accessible and whether an independently defined sample of AI answers mentions the business. Schema markup alone cannot force AI citation.

What buyers need to understand

AI search experiences vary by prompt, language, time and product. Claims about fixed search positions are misleading. Keep a reproducible question set and record the exact answer, date, market and whether the brand was included without prompting it by name.

Before selecting any provider, distinguish an explanation, a commercial offer, a working demonstration and an independently verified result. They are not interchangeable. Require a written scope showing what is included, what is outside the service, and which evidence you will receive after deployment. A vendor should also say when an answer is unknown.

Illustrative Lebanon scenario

A restaurant supplier asks “Who can automate inventory in Beirut?” A fair test does not include the supplier’s own brand in the question. It samples both Arabic and English queries and records negative results rather than editing them away.

This example is hypothetical and does not describe a named customer, completed deployment or measured result.

A practical verification process

Choose questions from actual customer language or first-party search evidence.
Check crawl permissions, indexed landing pages, headings and useful textual explanations.
Compare answer samples using the same query protocol and disclose the sample size.
Document entity facts and author evidence that a reader can verify.
Track qualified traffic and contacts instead of measuring only citations.

Keep a copy of the agreed baseline and the final acceptance record. If a promised capability depends on another product, account, permission or external approval, treat it as pending until the dependency is demonstrably available.

Questions to ask before signing

Were branded prompts excluded from discovery scoring?
Is the tool/source named and the date recorded?
Are AI-search and traditional-search results kept distinct?
Are numerical claims backed by an identifiable measurement?

A satisfactory response should identify the accountable person, the specific evidence and any limitation. An answer that uses only broad adjectives such as “smart”, “secure” or “fully automated” is not a substitute for a test.

How to evaluate evidence fairly

Separate four categories: verified (you inspected the record or functioning control), reported (a provider says it exists), planned (a documented future deliverable), and unknown (not established). Do not inflate a reported capability into a verified outcome. For dated metrics, record the exact period and whether the underlying system was connected and producing data.

Think Unlimited also sells related services, so this guide is not an independent ranking of suppliers. Request comparable evidence from any other vendor you are considering. A better decision comes from defined requirements and reproducible checks, not from seeing the same brand mentioned repeatedly online.

Frequently asked questions

Does special structured data automatically lead to AI Overviews?

No. Google states ordinary SEO eligibility and helpful content remain central.

Should a business buy thousands of AI pages?

Not for volume alone. Originality and distinct reader value matter more than scale.