Your latest article is appearing as a source in AI answers. But when you ask the same platform to recommend a supplier in your sector, your business is nowhere to be seen. Has your GEO strategy worked?

One form of AI visibility is when your content is referenced in an answer that involves your sector. However, this doesn’t automatically mean your business will be presented as a suitable choice when suggesting services.

Citations and recommendations are different outcomes, and should be treated as such. When they’re lumped together in reporting, it can overstate commercial progress and content plans can miss the information buyers actually need.

Citations reference your content; recommendations suggest your business

A citation is a source reference, usually a link to a webpage supporting information in an AI-generated answer. A recommendation presents a business, product or service as an option worth considering for the user’s needs.

They can happen together, but neither guarantees the other. Semrush explicitly distinguishes between source citations and brand mentions, noting that a website can earn citations without its brand being recommended. Equally, a brand can appear without its own website being cited.

Imagine a cybersecurity consultancy publishes a detailed guide to incident response planning. An AI answer might reference that guide when explaining how organisations should prepare for an attack. That does not mean the consultancy will appear when someone asks for incident response providers for a financial services business.

In addition to recommendations and citations, there are also “mentions”. An answer might name your business in passing, describe its history or explain why it is unsuitable. Counting every appearance in AI answers, regardless of whether they are mentions, citations or recommendations, would give a misleading picture of GEO performance.

What being cited actually tells you

A citation shows that a page has been presented as a supporting source in its response. It gives you evidence about where your content is appearing and which subjects it is associated with.

A useful guide can introduce a reader to your expertise and provide a route to your website. It can support the educational role your content was created to fulfil. However, a citation count does not establish how prominently your brand appeared, whether someone clicked or whether they considered buying. Citation counts don’t indicate a page’s importance, ranking or role within an individual answer.

Therefore, it’s important to inspect the answer behind the number. Which question triggered it? What information did your page support? Was your business named, or was the link the only visible attribution? Those details help you judge whether the citation serves your objective.

What being recommended tells you

A recommendation puts your business into the user’s set of options. For a supplier-selection question, that is more directly connected to a buying decision than a citation supporting a general explanation. 

Yet, being suggested to the wrong audience is not especially useful. Neither is a recommendation based on a service you no longer offer or an incorrect assumption about your pricing.

Review how the answer describes your suitability. Does it identify the right sector, location or type of customer? Are the reasons given accurate? Does it explain any relevant limitations? A recommendation is an opportunity to be considered. It is not an enquiry, a sale or proof that the platform has independently verified every claim.

How the content priorities differ

This distinction gives marketers a useful way to review their content mix. For informational visibility, ask whether your content provides something worth referencing: a clear explanation, credible evidence, original findings or practical expertise.

Microsoft recommends supporting claims with examples, data and cited sources, alongside improving clarity and maintaining accuracy. These are sensible priorities for making content more useful as a reference.

For supplier consideration, audit whether a buyer can establish:

• What you provide: Specific services, products and capabilities.
• Who you serve: Relevant sectors, customer types and locations.
• Why you are suitable: Case studies, demonstrable experience and evidence behind your claims.
• Where the boundaries are: Requirements, exclusions and situations where another option might fit better.

Consider the consultancy example. Its incident response guide answers an educational question. A detailed service page and relevant case study help a buyer assess whether it can do the work.

This is a content-planning framework, rather than a guaranteed formula for AI recommendations. Google says its AI search features require no special optimisation beyond established SEO practices, and meeting its requirements does not guarantee inclusion. The aim is to provide a clearer basis for understanding your expertise and your offering.

Look beyond your own website

When reviewing supplier recommendations, open the sources supporting them. They may include reviews, directories, trade coverage or comparison articles. Semrush recommends examining third-party pages cited across relevant prompts, including whether they cover your use case and whether their information is current.

Don’t assume that adding your name to a directory will secure a recommendation. Use the source review to understand the information available about your business and where it needs strengthening.

Report the outcomes separately

A useful GEO report should distinguish between content being cited, a brand being mentioned and a business being recommended. Track informational questions separately from supplier-selection questions. Review the wording of recommendations, record the supporting sources and repeat checks across a consistent prompt set. Google notes that different AI search features can produce different responses and links, so isolated checks offer a limited view. Then connect those observations with referral visits, enquiries and sales feedback wherever possible.

If educational content earns citations, that may be doing its job. If supplier consideration is the objective, citation growth alone cannot tell you whether you are making progress. Your GEO strategy needs a clear answer to both questions: Is our expertise being referenced, and is our business being considered?

Want a clearer view of your AI visibility?

Axonn’s SEO and GEO expertise helps brands assess how their content supports discovery and commercial goals. Get in touch to understand how we can help make sure your business improves its chances of being cited and recommended by AI search engines.