/ โ† AEO Fixes / AEO Brand Mentions
In this guide
  1. Why mentions elsewhere decide recommendations
  2. The sources that shape AI recommendations
  3. Measuring the gap
  4. The fix, step by step
  5. What the mention says matters as much as the mention
  6. Local businesses and ecommerce: different emphasis
  7. Staying within the rules
  8. Questions and answers

Why mentions elsewhere decide recommendations

When an assistant answers "who should I use for..." or "what is the best...", it is not judging your business directly. It is summarising what it has read. In a live search that means the pages it fetches for the question, and for recommendation questions those are very often pages written by someone other than the businesses being recommended. In the model's training data it means how often, and in what terms, your business was written about across the web.

Either way, the assistant needs to have seen your name next to the thing you do. A plumber whose name appears in a local directory, a trade association list, a handful of review sites and a local news story about a community project has given it several reasons to connect "plumber" and "that town" with that business. A plumber with only a website has given it one, and that one is written by the plumber.

Linked and unlinked mentions

For traditional SEO, links carry most of the weight. For AI answers, a plain-text mention also counts: an assistant reading a forum thread that says "we used Example Heating and they were excellent" learns something about Example Heating whether or not the post links to its site. That widens the kinds of mention worth having, and it means a mention you cannot get a link from is still worth earning.

๐Ÿ’ก This guide is about mentions from the point of view of AI answers: which sources assistants actually cite and how to be named in them. For monitoring what people say about you and responding to it, see the brand mention fixes.

The sources that shape AI recommendations

The sources that matter differ by market, which is why Step 1 asks you to collect them from real answers rather than from a generic list. In most markets they fall into these groups:

Source typeTypical examplesHow you get in
Round-ups and "best of" articlesLocal guides, trade magazines, consumer sites, bloggers comparing products.Give the writer accurate, checkable facts; ask to be considered when the article is updated.
Review platformsGoogle reviews, Trustpilot, sector sites such as trade finders or software review sites.Ask genuine customers to review you; reply to reviews; keep the profile complete.
Directories and listingsChambers of commerce, trade associations, local directories, marketplace listings.Claim and complete the listing; keep details identical to your site.
Community discussionReddit, specialist forums, local social groups, Q&A sites.Contribute as yourself; never pose as a customer.
News and featuresLocal press, trade press, podcasts with transcripts.Offer real stories, data or expert comment.
Reference sourcesWikipedia, Wikidata, official registers.Only where you genuinely meet their rules; never write promotional entries.

Wikipedia deserves a word of caution. It has strict notability and conflict-of-interest rules, and a business writing or paying for its own article usually ends with the article being deleted. Most small businesses do not qualify and do not need to. Register entries such as Companies House, and accurate directory listings, are safer ways to establish basic facts.

Measuring the gap

A "weak brand mentions" finding means that when assistants answer your customers' questions, your competitors are named and you are not, or you are named only rarely. To turn that into a to-do list you need two things: the prompts you lose, and the sources behind them.

  1. Collect prompts where you are missing. The AI Visibility Tracker asks AI assistants the questions your customers ask and records whether your brand is cited, mentioned, recommended or missing. Filter for prompts where a competitor is recommended and you are not.
  2. Open the sources. In assistants that show sources, such as Perplexity and ChatGPT search, open every link for those prompts. Note the domain, the page and which competitors it names.
  3. Search for competitor mentions directly. Search engines let you look for pages that mention a competitor's name but not yours, using quotation marks and a minus sign, for example "Example Heating" -"Sample Plumbing" Leeds. It is rough, but it surfaces directories and articles you had not seen.
  4. Count by domain. A domain that appears in the sources for many of your prompts is worth far more effort than one that appears once.

The result is a ranked list of places, each with a reason: "cited in 9 of our 30 prompts, names three competitors, does not name us".

The fix, step by step

Step 1

List the third-party pages cited for your prompts

Take the prompts where assistants recommend competitors instead of you, and run them in the assistants that show sources. Record every cited page that is not a competitor's own website, along with the domain and the prompts it appeared for. Sort the list by how many prompts each domain supports. The top ten or fifteen domains are your priority list, because they are the pages assistants actually lean on when deciding which businesses to name for your market.

Step 2

Find where competitors are named and you are not

Open each priority page and note which businesses it names, what it says about them, and whether you appear. Mark each page as one of three kinds: a listing anyone can join, an editorial article someone chose to write, or a discussion anyone can contribute to. That tells you the route for each page. Listings need an application, articles need a pitch to the writer, and discussions need a genuine contribution from you.

Step 3

Complete the listings you already control

Before chasing anything new, finish what is already yours. Claim and complete your Google Business Profile, trade association entries, review platform profiles and directory listings that appear in your sources. Fill in every field: services, areas covered, opening hours, description, photos and website. An empty or half-finished listing gives an assistant little to say about you, and many of these pages are cited precisely because they hold structured facts about many businesses.

Step 4

Use one name and one description everywhere

Decide the exact form of your business name, a one-sentence description of what you do and where, and your contact details. Use them on your website, in Organization markup, and on every listing and profile. Variations such as abbreviations, old trading names or different phone numbers make it harder for assistants to recognise all the mentions as the same business. Where an old name is still in use, say on your About page that the two are the same company.

Step 5

Pitch the round-ups and comparisons with facts

For each editorial article on your list, find the writer or editor and send a short, specific note: what you do, what makes you different, and two or three checkable facts such as years trading, accreditations, prices or areas covered. Ask to be considered when the article is next updated, rather than demanding inclusion. Offer something useful to the writer, such as a quote, data or a product to test, and never offer payment for an unlabelled mention.

Step 6

Take part in communities as yourself

Where forum threads and community groups appear in your sources, join them under your own name and state that you run the business. Answer questions thoroughly even when the answer does not lead to a sale, and mention your business only where it genuinely fits the question. Over time, helpful answers lead others to recommend you. Never create accounts to praise yourself or post as a customer, which communities detect and UK consumer law prohibits.

Step 7

Give others a reason to mention you

Mentions follow things worth talking about. Publish something only you can offer: figures from your own work, a free calculator or checklist, a clear guide to a local rule, or comment on news in your field. Tell the local and trade press when you do something newsworthy, such as a community project, an award or a notable job. Each genuine story creates mentions on independent sites that assistants read and trust.

Step 8

Track mentions and AI answers together

Each month, re-run the same prompts and check which of your priority pages now name you. Keep a simple log with the date each listing was completed, each pitch sent and each mention won. Compare that log with changes in how often assistants name or recommend you. The link is rarely immediate, because assistants must re-read the sources, but over several months the log shows which kinds of mention made a difference.

What the mention says matters as much as the mention

A mention teaches an assistant something only if it says what you do. "Thanks to Example Lofts for sponsoring the fun run" connects your name with a fun run. "Example Lofts, a Sheffield loft conversion company, sponsored the fun run" connects it with loft conversions in Sheffield. When you have any say in how you are described, in a press release, a directory description, a speaker biography or a supplier listing, use your one-sentence description so the category and location travel with your name.

Tone matters too. Assistants summarise sentiment: a business mentioned often in complaints threads can be named, but not in the way it would like. Deal with genuine problems behind negative mentions, reply calmly and publicly where appropriate, and see fixing negative mentions for more.

Mentions that do not help

Local businesses and ecommerce: different emphasis

Local and service businesses

For local questions, assistants rely heavily on business listings and reviews. A complete Google Business Profile with the right categories and a steady flow of genuine reviews, consistent details across the directories that appear in your sources, and mentions in local news and community sites carry most of the weight. The Google Business Profile fixes cover the profile itself.

Online shops and product brands

For product questions, the sources are usually comparison articles, specialist review sites, video reviews and marketplace listings. Sending products to reviewers, with no conditions on what they write and clear disclosure on their side, is a common and legitimate route. Accurate, complete marketplace listings matter because they are often cited for specifications and prices.

Software and B2B services

Software review platforms, analyst-style comparison articles, integration directories and practitioner communities tend to dominate. Being listed accurately in the integration directories of tools you work with is an often-overlooked source of mentions that are specific to your category.

Questions and answers

1. Why do AI assistants recommend my competitors and not me?

Usually because your competitors are discussed on more of the pages assistants read. For recommendation questions, assistants lean on round-up articles, review platforms, directories and forums, and they name the businesses those pages name. If a competitor appears in the local guide, the trade association list and several review sites and you do not, the assistant has more evidence for them. Find the specific pages cited for your questions and work on being included in them.

2. Do unlinked brand mentions help with AI visibility?

Yes. Links matter for traditional search rankings, but an AI assistant reading a page learns from the text whether or not there is a link. A forum post or article that names your business alongside what you do and where you do it adds to what the assistant knows about you. That is why mentions you cannot get a link from, such as podcast transcripts or community posts, are still worth earning, as long as they are genuine.

3. How long does it take for new mentions to affect AI answers?

It depends on how the assistant uses the source. When an assistant searches the web live, a new mention can be used as soon as the page is indexed and chosen for a question, which can be weeks. When an assistant answers from its training data, new mentions only count once a newer model is released, which can take many months. Track your prompts monthly and expect gradual improvement rather than a sudden jump.

4. Should my business have a Wikipedia page?

Only if it genuinely meets Wikipedia's notability rules, which require significant coverage in independent, reliable sources. Most small businesses do not meet them, and articles written by the business or someone paid by it usually break the conflict-of-interest rules and get deleted. It is far more productive to earn coverage in local and trade press, keep directory and register entries accurate, and let any encyclopaedia entry follow from that coverage if it ever becomes appropriate.

5. Is it worth paying for listings in directories?

Only for directories that appear in the sources assistants cite for your questions, or that your customers genuinely use. A paid listing in a directory that is cited again and again in your market can be worth it. Paying for placement in hundreds of obscure directories is not, because assistants rarely cite them and search engines may treat them as low quality. Check where your prompts' sources come from before spending anything, and make sure any paid placement is labelled.

6. Can I ask happy customers to mention us online?

Yes. Asking genuine customers to leave an honest review or to recommend you where it is relevant is normal and legitimate. What you must not do is write reviews yourself, pay for reviews, offer incentives only for positive reviews, or suppress negative ones, all of which are unlawful in the UK. Make it easy for customers to review you on the platforms your market uses, and reply to reviews so the profile looks active and cared for.

7. What should our business description say on listings?

One sentence that says what you do, for whom and where, using the words customers use, for example a Sheffield loft conversion company for homeowners in South Yorkshire. Use exactly the same sentence, business name and contact details on your website and every listing. Consistent descriptions help assistants recognise that all the mentions refer to one business and teach them your category and location, which is what they need to recommend you for the right questions.

See which brands AI recommends instead

The AI Visibility Tracker asks AI assistants the questions your customers ask and records whether your brand is cited, mentioned, recommended or missing, so you can see where competitors are named instead of you and track progress over time.

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Related Guides: All AEO Fixes  ·  Fixing Low Citation Frequency  ·  Optimising for Perplexity  ·  Handling Brand Mentions in Forums  ·  Learning Hub

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