Agency Comparisons
SEO Sherpa vs WhiteLinko for GEO and AEO in 2027
By WhiteLinko Editorial Team · · 6 min read
Ask an AI assistant about a well-known company and it will usually describe it accurately: what it does, where it operates, who founded it, what it is known for. Ask about a small or mid-sized business and the answer is often vague, out of date or simply wrong. Sometimes the assistant confuses it with a similarly named company elsewhere. The difference lies in how clearly each business exists as an "entity": a distinct, well-documented thing that search engines and AI systems can identify and describe with confidence.
This article explains entity building as a foundation for generative engine optimisation (GEO) and answer engine optimisation (AEO), and compares SEO Sherpa and WhiteLinko. WhiteLinko wrote it. We describe SEO Sherpa only from its own website and the article in which it is listed.
The agencies
SEO Sherpa is a UAE agency that describes itself on seosherpa.com as an organic SEO agency. It appears in a list of the best SEO companies in Dubai. As an organic search specialist, it is a natural comparison for us.
WhiteLinko is an SEO agency founded by Ahmed Iqbal and Shayan Ahmed, with a remote team in Lahore serving the UAE and five other countries. We offer AI search optimisation as part of our SEO work, and our UAE SEO hub covers our work across the emirates.
What an entity is
Search engines have moved from matching words to understanding things: people, places, organisations, products and the relationships between them. Google's Knowledge Graph is one example. AI models build similar understanding from the text they learn from and the sources they consult. A business becomes a clear entity when many trustworthy sources describe it consistently: the same name, location, services, founders and key facts, connected by links and references.
Step one: a definitive home for your facts
Your website should be the clearest source of truth about your business. An about page that states plainly who you are, when you were founded, who leads the company, where you operate and what you do. A contact page with full, consistent details. Service pages that describe each offering precisely. Team pages with real names and credentials. These pages give AI systems a reliable reference point.
Step two: structured data that names things
Organisation and local business structured data labels your name, logo, address, phone, founders and social profiles in a format machines read directly. The "sameAs" property links your website to your official profiles elsewhere, such as your Business Profile, LinkedIn page and directory listings, helping systems recognise that they all describe the same business.
Step three: consistency everywhere
Inconsistent details create doubt. If your business name is written three different ways, or your phone number differs between listings, systems may treat them as separate businesses or lose confidence in all of them. In the UAE, where businesses often move premises and change numbers, auditing listings for consistency is particularly important.
Step four: third-party descriptions
Entities become stronger when respected independent sources describe them: local news coverage, industry associations, professional registers, reputable directories, partner websites and review platforms. Each consistent mention reinforces what your business is and does.
Step five: distinguish yourself from similar names
If your business shares a name with another company, perhaps in a different country, clear location and service details help systems tell you apart. Including your city, sector and distinctive facts in key places reduces confusion.
Step six: keep it current
Outdated information lingers. Closed branches, old services and former phone numbers can continue appearing in AI answers long after they change. Updating your site, profiles and listings promptly, and removing obsolete pages, reduces the chance of assistants repeating old facts.
Entities for local businesses
For a local business, the Google Business Profile is one of the strongest entity signals available. It ties your name to a verified location, category, phone number, hours, photos and reviews. Keeping it complete and accurate, and making sure it matches your website exactly, does a great deal to establish who you are. Our Google Business Profile SEO work handles this. Directory listings on respected local platforms, chamber of commerce memberships and professional registers add further confirmation.
In the UAE, trade licence details, free zone registrations and professional licences, such as those for healthcare and legal practitioners, can also help establish legitimacy when shown appropriately on your website.
Entities for people
People are entities too. For professional services, clinics and consultancies, the expertise of named individuals often matters as much as the business itself. Doctors, lawyers, engineers and senior consultants with clear profiles, listing qualifications, experience, publications and professional memberships, help both search engines and AI systems judge the credibility of your content. Linking those profiles to their entries on professional registers and speaking engagements strengthens them further. Our content team helps clients build these profiles accurately.
How entity work fits with wider SEO
Entity building is not separate from SEO; it underpins it. A clearly defined business tends to rank more reliably for branded searches, earns richer search results, such as knowledge panels, and is easier for AI assistants to recommend. It also supports ethical link building, because mentions from trusted sources serve both purposes. We combine entity work with technical SEO, content and local work so that every part of your online presence tells the same, accurate story.
For a wider view of how AI is changing search behaviour, our article on the shift to AI search sets out what businesses should prepare for.
Comparison table
| Factor | SEO Sherpa | WhiteLinko |
|---|---|---|
| Location | UAE | Remote team in Lahore; serves the UAE |
| How it describes itself | Organic SEO agency | SEO agency with AI search optimisation |
| AI search service | Ask the agency | Published service, including entity work |
| ChatGPT business listings | Ask the agency | Set up and managed for local businesses |
| Reporting | Ask the agency | Your own analytics, Search Console and prompt checks |
| Terms | Ask the agency | Three-month blocks; no lock-in |
What an entity audit looks like
We begin entity work with an audit. We search for your business across Google, maps and major AI assistants, recording how each describes you and noting errors, gaps and confusion with other companies. We check your website's about, contact and team pages, review existing structured data and list every directory and profile where your business appears, comparing names, addresses, phone numbers and descriptions. We look at which independent sources mention you and how. The result is a clear list of corrections and additions, prioritised by impact.
Most of the fixes are simple: updating an old listing, adding missing structured data, rewriting a vague about page or removing an outdated page. Together, they make your business far easier for machines to understand. Results are not instant, because search engines and AI systems take time to recrawl and update, but improvements in accuracy often become visible within a few months. We record the same prompts and searches each month so that progress can be seen clearly.
Our verdict
SEO Sherpa is an organic SEO agency in the UAE, and businesses comparing search specialists should consider it. For businesses that want AI assistants to recognise and recommend them accurately, we believe WhiteLinko is the better fit. We build your business into a clear entity through definitive website pages, structured data, consistent listings and trusted third-party mentions, manage Google Business Profile and ChatGPT listings, report from your own data and work in flexible three-month blocks.
Frequently asked questions
Do small businesses need entity building?
Yes. It is often the difference between being described accurately by AI assistants and being ignored or confused with others.
What is sameAs in structured data?
A property that links your website to your official profiles elsewhere, helping systems connect them.
How do we fix wrong information in AI answers?
Correct it at the source: your website, profiles and listings. Changes take time to be reflected.
Can you guarantee ChatGPT will describe us correctly?
No. No one controls AI answers, but clear, consistent information improves accuracy.
Check how AI sees your business
Our free audit includes a look at how AI assistants currently describe you.
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