Comparison

Knowledge Company vs SEO Suites

Share of voice and visibility scoring across answer engines, sold as part of a broader search suite.

AI visibility

·

·

In short

SEO suites optimise for citation rate and have no concept of a claim being wrong. Being cited more often for an incorrect price scores as a win. Knowledge Company measures whether the cited claim is true.

The four coordinates

Every company in this landscape can be located by four questions. Applied consistently, the apparent crowding resolves into something much narrower.

Coordinate

Knowledge Company

SEO Suites

Ground truth

A maintained claim record with substantiation

Knowledge Company — A maintained claim record with substantiation

Rankings and citations

Them — Rankings and citations

What fires it

A fact changes

Knowledge Company — A fact changes

Rank movement

Them — Rank movement

What it writes to

Every surface the claim appears on

Knowledge Company — Every surface the claim appears on

Nothing — reports only

Them — Nothing — reports only

Who buys it

Risk, compliance and marketing operations

Knowledge Company — Risk, compliance and marketing operations

SEO lead

Them — SEO lead

What they do

The major search suites now report share of voice and visibility across answer engines. Conductor frames it as content operations, BrightEdge as data science, and most now bundle an AI visibility toolkit into existing plans.

For understanding how visible you are in AI answers, these tools do the job and do it cheaply.

How we differ

Every one of these optimises for citation rate, and none has any concept of a claim being wrong. Being cited more often for an incorrect price scores as an unambiguous win.

Visibility and accuracy are different measurements. Knowledge Company is concerned with the second, and treats the first as somebody else's well-served problem.

Which one you want

Choose them if

You want to measure and improve how often you appear in AI answers.

Choose Knowledge Company if

You want what appears in those answers to be correct.

Find out what your own pages currently claim

We audit the claims you publish against a maintained record, and show you every place a fact has drifted.