Editorial policy

What stands behind what we publish

Anovox sells honesty about AI answers, so the content we publish has to meet the same bar. This page states the rules, so you know what you're trusting before you trust it.

What this covers

Everything Anovox publishes for readers: the blog, the GEO resources, the comparison pages, the public rankings and our studies. Product numbers inside your dashboard follow the open scoring model instead.

How a piece comes to exist

Topics come from the questions buyers actually ask AI assistants about AI visibility, not from a quota. A draft may be written with AI assistance. Nothing is published until a person has read it, checked it and approved it.

No invented numbers

Every statistic either links to its public source or comes from Anovox's own data, with the method stated. If we can't source a number, we don't print it. Competitor prices come from each vendor's public pricing page and carry the date we checked.

Comparisons say where others win

Each comparison page lists where the other tool is strong before it says where Anovox is the better fit. If a competitor suits a reader better, the page should say so.

AI answers are shown as they are

When we quote what an AI assistant said, it's the answer we collected, with the date. We collect answers through the engines' APIs, which can differ from what a signed-in user sees in the chat app, and answers change between runs. We report ranges, not single lucky results.

Dated, updated, corrected

Every piece shows when it was published. When the facts behind it change, we update the page and its date. When something is wrong, we fix it on the page rather than quietly leaving it.

Ananda Chaudhary, founder of Anovox, is responsible for everything published here. Found an error? Email ananda@anovoxlabs.com and we'll correct it.

How the product measures visibility is a separate, open document: how Anovox scores visibility.