GEO & AI
You have a GEO dashboard, you still don't know what to do Monday morning
A pretty AI-visibility score, gauges that go up and down, a pie chart per engine. You close the tab and one question remains — the real one: OK, so what do I change this week? Most GEO dashboards never answer it.
The GEO market has started to look like the SEO market of ten years ago: gorgeous dashboards, full of numbers, that leave you exactly where you were before you logged in. You're sold an "AI visibility score," a trend line, a ranking of engines. It's reassuring. The only problem is that on Monday morning, coffee in hand, none of those numbers tells you what to do with your next two hours.
The visibility score is a vanity metric
"You're at 42 out of 100." Fine. Is that good or bad? Compared to whom, measured how, and above all: what do I touch to reach 43? A composite score that folds a dozen signals into a single number has one fatal flaw — it isn't actionable. You can't "do a +1 of score." You can fix a page, unblock a bot, earn a mention. The score, meanwhile, moves on its own — including when you've done nothing.
And it really does move on its own. Ask the same question to an answer engine this morning, ask it again tonight: different sources, different phrasing, sometimes a different brand. No one touched your site in between. A dashboard that turns this variability into a smooth line is selling you precision where there is only noise. The line goes up: you don't know why. It goes down: you know no better. Either way, it doesn't tell you what to do.
That's the root of the problem. Since OpenAI, Google, Anthropic and Perplexity don't publish the rules that decide who gets cited, any "GEO score" is a reconstruction — an estimate, not a truth. Useful to observe, useless to steer by, until you tie it to a concrete move.
What a dashboard shows vs. what you're actually asking
The gap isn't in the data. It's in translating data into action. Here, line by line, is what a typical dashboard shows, the question you're really asking as you look at it, and the one move that matters on Monday.
| What the dashboard shows | What you're really asking | Monday's action |
|---|---|---|
| Visibility score: 42 / 100 | Is that good or bad? | Nothing A score with no move attached can't be steered. Ignore it. |
| Cited by 2 engines out of 6 | Why not the other 4? | Check that their crawlers aren't blocked in robots.txt. |
| SEO → AI gap: you rank on Google but don't show up in AI answers | Which page do I fix? | Take the page that already ranks on Google and make it citable (a clear answer up top). |
| 3 domains keep showing up, cited in your place | Who's taking the citation? | Go get mentioned where they are (directories, press, aggregators). |
| Negative sentiment detected in an answer | What's wrong? | Read the cited excerpt and fix the information at the source, on your page. |
Look at the right-hand column: none of those actions requires a €2,000 subscription or a secret "GEO method." They're common-sense moves. But a dashboard that stops at the first two columns leaves you to invent them yourself — and most people, short on time, never do. They stare at the gauge, sigh, and close the tab.
A number is only useful if it points to a move. "Cited by 2 engines out of 6" is worth nothing; "these 4 crawlers are blocked in your robots.txt" is worth your Monday morning. Demand the second sentence from your tool, not the first.
Three things to do Monday, without paying anyone
Here's the short version, the one that fits on a sticky note. Three moves, doable before lunch, that do more for your presence in AI than any score.
1. Unblock the crawlers whose job is to cite you
This is the most common paradox: people block AI bots in robots.txt, then wonder why they show up nowhere. A bot that can't read your page can't cite it. Tell the crawlers apart: some feed model training (blocking them is a legitimate choice), others fetch your page to surface it in an answer — those, if you want to be cited, let them in. Five minutes in a text file.
2. Fix ONE page in the SEO → AI gap
Some pages already rank on Google but never appear in AI answers. That's the single most actionable signal there is: the material is good (Google finds it relevant), it just needs to be made citable. Pick one. Put the answer to the question up top, in plain language, in one or two sentences a machine can extract without guessing. Not ten pages: one, this week.
3. Get mentioned somewhere other than your own site
Answer engines often cite what's repeated elsewhere — directories, local press, aggregators, specialist forums. Information that only you publish about yourself carries no weight as proof. If three domains consistently show up in your place, the question isn't "how do I outrank them," it's "how do I get present where they are." One external mention this week beats a month spent nudging your score.
You'll notice these three moves are… the fundamentals of the open web. Accessibility, clarity, authority. "GEO" didn't invent a new lever; it renamed the old ones. What changes isn't what to do — it's seeing it: knowing which page is in the gap, which crawler is blocked, which domain is taking your place.
Bottom line
The right question was never "what's my AI visibility score?" but "what's the next thing to fix, and where?" A dashboard that doesn't answer the second is a nice decorative object. You deserve better than a gauge: you deserve a shopping list.
That's Snorklee's stance. Alongside the measurement — which AI crawlers actually visit, which visits actually come from an AI chat, which pages are actually cited across the six engines we track — an Actions tab turns that observation into concrete, deterministic recommendations: this SEO → AI gap on this page, this blocked crawler, this co-cited domain. Simple rules, free, resynced on every visit, that close themselves once you've fixed them. Not one more score. An answer to "what do I do Monday morning."
Is an AI visibility score useful at all?
For spotting a trend, yes; for deciding what to do, no. No major answer engine publishes its citation criteria, so every score is an estimate. It only becomes useful when tied to a precise move (a page to fix, a crawler to unblock), not when it stays an isolated number.
Why doesn't my GEO dashboard tell me what to do?
Because most stop at measurement: they display scores and curves, but don't translate the data into action. The hard part — "which exact page to fix, which crawler to unblock" — is left to you. Look for a tool that gives concrete recommendations, not just gauges.
What can I actually do to appear in AI answers?
Three common-sense moves: don't block, in robots.txt, the crawlers whose job is to cite you; make citable the pages that already rank on Google (a clear answer up top); and get mentioned on trusted third-party sites. These are SEO fundamentals, not a secret "GEO" method.
What is the SEO → AI gap?
The set of pages that rank well on Google but don't appear in AI assistants' answers. It's the most actionable signal: the content is already deemed relevant, it just needs to be made machine-extractable. Fixing a single one of those pages per week is an excellent starting point.
Should I block or allow AI crawlers?
It depends on their role. Crawlers that feed model training can be blocked if you wish (rights, content value). But those that fetch your page to surface it in an answer should stay allowed if you want to be cited: a blocked bot can't read you, so it can't cite you.
Published July 2026. Snorklee measures real AI visibility and turns it into concrete actions — with no magic recipe to sell. AI engines' citation criteria are not public and change over time: be wary of any score presented as a steerable truth.