This article is part of our guide on why your website is invisible to AI.
The question usually arrives from above. Your CEO, or a board member, asked ChatGPT for the best options in your category. Two of your competitors came up, with a short paragraph each. Your brand did not.
Then comes the follow-up, and it is a fair one: why them and not us, and what is the plan?
Your dashboards do not help. Google rankings are fine, paid campaigns are running, organic traffic is stable. Nothing in your reporting says that an AI engine has been sending your buyers to someone else. That is exactly the problem.
This article is for the marketing director or traffic manager of a brand with a budget and no dedicated SEO, who needs to understand what is happening, see it in data, and act on it.
Why don't you see it happening?
Because the loss happens in a conversation you are not part of.
On Google, the competition is visible. You see who ranks above you, who bids on your keywords, which comparison pages come up. In an AI answer, there is no public ranking. A buyer asks a question, gets three brand names, and moves on. If your brand was not one of them, there is no impression, no click, no bounce. The lead simply never existed for you.
The scale is not marginal anymore. ChatGPT now reaches a mainstream audience, and Perplexity, Gemini and Google's AI answers add their own. Part of those users ask the questions that matter to you: which tool, which provider, which brand for my situation.
Even when an AI answer does send a visit, it often arrives without a referrer, filed as direct traffic. So the channel that is shaping part of your buyers' shortlist is also the one your analytics see least.
Why do AI engines cite your competitors and not you?
AI engines do not pick brands at random, and they do not read your ads. They build their answers from what they can find and trust. Four reasons come back again and again.
Third-party sites name them. AI engines rely heavily on a short list of comparison articles, review sites, industry media, directories and forums. When those pages list your competitors and not you, the AI repeats them. What others write about a brand weighs more than what the brand writes about itself.
Their pages answer the question. A competitor with a clear comparison page, a guide that matches the buyer's question, or a page that says plainly what it sells and to whom gives the AI something to quote. A homepage that says "we help businesses grow" gives it nothing.
Their site is readable. Some sites block AI crawlers without knowing it, hide their content behind scripts, or lack the structured data that makes an offer easy to understand. The AI cannot cite what it cannot read.
They are present in the right country. Each answer depends on where and in which language the question is asked. A competitor can dominate ChatGPT in France and be absent in Germany. If you only look at one country, you only see part of the picture.
Notice what is missing from that list: your Google ranking. A brand that ranks well on Google can still be absent from AI answers if competitors are named on more of the sites AI engines read. One does not transfer to the other on its own.
How do you see who is cited in your place?
You can start by hand: ask ten questions your buyers ask to ChatGPT, Gemini and Perplexity, and write down the brands. It gives a first impression. It also stops being reliable the day after, because answers change, and it covers neither every engine nor every country.
Mentionable turns that check into a daily measure. This is the first lever, Measure.
Your visibility, question by question. Mentionable asks your buyers' questions every day to the AI engines you choose among ChatGPT, Claude, Perplexity, Gemini, Google AI Mode and Google AI Overview, and records whether your brand is named and your site cited. You read it by question, by AI engine and by country, each question being asked from its country, in its language.
The competitors cited instead of you. Every brand named in the answers is detected and suggested as a competitor. You confirm the real ones in one click. The Competitors page then ranks brands by mentions, shows your rank and the gap to the leader, and a heatmap shows which competitor dominates which AI engine. Your share of voice turns that into one number: the part of the conversation that goes to you.
The sites that cite them. This is where the "why" becomes visible. Each competitor's page lists the sources the AI engines quote when they recommend it: the comparison article, the review site, the directory that names it and never you. Those sites are the shortest path between your current position and theirs.
The newcomers. The weekly email lists the mentions won and lost and the new competitors that appeared on your questions. You see a challenger while it is on 2 questions, not 10.
At the end of that reading, the question "why them and not us?" has a concrete answer: these questions, in this country, on these engines, because of these sites.
What do you do about it?
Seeing the gap is half the work. The other half is the three levers, used in order.
Lever 1: measure the questions that matter
Before acting, make sure you track the right questions. Start from your business goals: the offers that matter for your growth, the countries you sell in, the questions a buyer asks right before choosing. Getting started in Mentionable takes one URL: it reads your site, fills in your brand profile, asks about your goals and suggests the questions to track. You keep the ones that matter, and the measure becomes your baseline.
Lever 2: improve your site (On-site)
Your site is the part you control fully. The Action Plan puts everything that gets a brand cited into one ordered list over 6 months, and the first 3 months are planned page by page.
It starts with what blocks: Mentionable crawls your site every month and lists each fix with the pages concerned and what to change, from AI crawler access to structured data. Fixes are checked at the next crawl.
Then come the pages. Where competitors are cited because they have a comparison page or a guide that answers the question, the plan proposes the page you are missing, with its reason taken from your data: the AI engines that never cite you, the competitors cited instead, the search demand behind it. Pages to create arrive drafted from the Google top 3 and the pages AI engines cite, in your brand voice. Your team reviews and publishes.
Lever 3: get mentioned where AI engines look (Off-site)
This is the lever most teams skip, and the one that explains most of the gaps. If a comparison site cites three competitors on a question, your best page will not be enough until that site names you too.
The sites that cite your competitors and not you land in the Action Plan as sources to get, sorted by question. From the Influence plan, Mentionable runs the outreach for you: it finds the right contact on each site, writes a personal message in your brand voice, sends the follow-ups and sorts the replies. 200 sites are contacted per month on Influence, 500 on Reference. Your team only handles the agreements.
How do you know you are closing the gap?
You measure each action, not a general curve.
AI answers move on their own: the sites cited on a question often change without anyone doing anything. So a rising curve after a new page proves little. Mentionable's Progress page measures each fix and each action marked done on the questions it targets, over the 4 weeks before and after, and subtracts the movement of the questions you did not touch. Each action ends up in one of three groups: it worked, being measured, or no visible effect.
That is also what you bring back to the CEO who asked the question in the first place: on these questions, we were absent, here is what we did, here is what moved.
Where do you start this week?
Start with the measure, because everything else depends on it. The 7-day trial needs no credit card: enter your URL, keep the questions that matter, and as soon as the first scans are in, you see which competitors are cited in your place, in which countries, and thanks to which sites.
The three Mentionable brand plans start at 249 € per month excluding VAT, with unlimited users. Outreach to the cited sites comes with Influence, at 449 €.
If your team does not have the capacity to run the work, Mentionable Agency goes further than the tool: its team builds the strategy, writes and earns the links with its own methods, starting with a measured GEO audit, and Mentionable measures your visibility before, during and after.
For the full method behind the three levers, read our guide on building a GEO strategy.
Related articles
- Why Your Website Is Invisible to AI: the root causes and how to fix each one
- AI Competitor Visibility Analysis: 2026 Playbook: how to analyze who AI engines recommend in your category
- Building a GEO Strategy That Actually Works: the three levers, step by step
