Choosing an AI visibility tool in 2026: the criteria that actually decide it.
How do you choose an AI visibility or GEO tool in 2026?
Short answer
Judge the category on six criteria, in this order: what the plan you will actually buy reads, whether every finding quotes the AI answer that produced it, whether the product tells you what to fix or only what is wrong, whether it re-runs the identical questions after you ship, whether the price and limits are published, and whether measurement in your selling languages is first-class or an afterthought. Almost every disappointing purchase in this category comes from comparing logo counts instead of those six things.
This category is young enough that the marketing runs ahead of the products, and the loudest number, how many engines a vendor names, is the least useful one. What follows is the checklist we would use if we were buying rather than selling, and a disclosure of our own interest is at the foot of the page.
| What you are comparing | Aeloria | Other tools |
|---|---|---|
| Engine and surface coverage on the plan you will buy, not the top tier | State it plainly for every tier | Ask the vendor to confirm in writing |
| Evidence: does every finding quote the answer that caused it | Required on every item | Ask to see one on your own brand |
| Does it tell you what to fix, or only what is wrong | Ranked fix list, impact against effort | Ask for a sample list, not a dashboard tour |
| Does it re-run the identical questions after you ship | Required to claim proof of movement | Ask how attribution is established |
| Are price and limits published without a demo | Published, €69 to €719 | If not, ask why |
| Multilingual measurement as a first-class input | Every language you sell in | Ask whether prompts are native or translated |
1. Read the plan you will buy, not the plan on the homepage
Vendors advertise coverage at the top tier and sell you the middle one. Before you compare anything else, write down the plan you intend to buy and ask each vendor, in writing, exactly which assistants and search surfaces that specific plan reads.
Be sceptical of a bare engine count. Gemini, Google AI Overviews and Google AI Mode are all Google, so ask which of them the plan reads, by name, rather than how many engines it claims.
For reference, Aeloria reads ChatGPT, Gemini and Perplexity on every plan, and adds Microsoft Copilot and Google AI Mode on Iconic at €359 a month, five assistants in all.
2. Ask to see the sentence
The single most revealing question you can ask a vendor in a demo is: show me the exact AI answer that produced this finding, on my brand, right now.
AI answers vary between runs, so a tool that shows you a score without the underlying text is asking for trust it has not earned. If a vendor cannot put the sentence on the screen, you will not be able to defend the recommendation to your colleagues either, and a recommendation nobody will act on is an expensive screenshot.
3. Separate 'what is wrong' from 'what to do'
Most tools in this category are measurement products. That is a legitimate thing to be, and if your team already has the capacity to interpret a visibility number and turn it into a content, technical and PR plan, a measurement product may be exactly right.
If it does not, a dashboard becomes a recurring cost with no owner. Ask for a sample fix list on your own brand, ranked, with expected impact against effort. The gap between vendors here is much wider than the gap in their measurement.
4. Insist on before-and-after on the same questions
A trend line that goes up proves the world changed. It does not prove your work changed it. Anything else moving in the same period, a competitor's campaign, a model update, seasonality, is equally consistent with the chart.
The test that survives a budget review is the identical prompt set, run before and after a specific shipped change. Ask every vendor how they establish attribution. The quality of the answer will separate them faster than any feature grid.
5. Treat unpublished pricing as information
Demo-gated pricing is not automatically a red flag; genuine enterprise configuration is real work and is reasonably priced by conversation. But it is information: it tells you the vendor expects a negotiation, a procurement cycle and probably an annual commitment.
If you want to start this quarter, weight published pricing heavily. Aeloria publishes Rising €69, Leading €239, Iconic €359, Agency €719 with 3 brands, and every limit alongside them, with no per-engine add-ons at any tier.
6. Check whether your languages are first-class or translated
If you sell in more than one language, ask whether buyer questions are written natively in each market or translated from an English set. The answer a buyer receives in Italian is often not the translation of the answer they receive in English, because the sources the engines draw on are different.
A tool that measures translated prompts will tell you a confident and wrong story about markets you may care about most.
Who each tool is genuinely for
If you need enterprise scale and have a procurement process
Profound is built for that shape of organisation: a free trial, then Enterprise sold through a demo on custom terms.
If you need a capable tracker and will act on it yourself
Peec AI and Otterly.ai both do this well, at different price points and depths.
If you have to move a number and then prove you moved it
Aeloria is built around that loop: one score, a ranked fix list with the answer behind each item, and re-measurement on the identical question set.
Frequently asked questions
What is an AI visibility tool?
What is the difference between an AI visibility tool and an AI reputation management platform?
Is GEO the same as SEO?
How much should an AI visibility tool cost in 2026?
Which engines and surfaces should a tool cover?
Aeloria publishes this comparison and has a commercial interest in it. Every claim about Aeloria is checkable on our pricing page, and every claim about another tool comes from that vendor's own public pages on the date above. Vendors change their products; if something here is out of date, tell us at contact@aeloria.ai and we will correct it.