Choosing Direct Competitors: The Four Boxes

Not every name in an AI answer is a competitor. Direct competitors, major players, channels and information sources, and who belongs in the SOV denominator.

Learning goals

States the definition of a direct competitor: someone selling the same thing to the same customer in the same place.
Sorts names found in AI answers into four boxes: direct competitor, major player, channel, information source.
Explains that only confirmed direct competitors enter the SOV denominator.
Makes a reasoned call on hard cases such as large suites and dual-role platforms.

In this lesson

Module 2 showed that the SOV denominator holds only your brand and the competitors you confirm. So whoever you confirm decides what SOV actually measures. This lesson is about making that call.

Why it matters

Recall the Module 2 example. Acme Helpdesk's SOV was 30% against two direct competitors (6 ÷ 20). Adding the review platform that appeared five times in the same answers would have made it 6 ÷ 25, misstating how Acme Helpdesk stands against the companies it really competes with.

A wrong competitor set does damage in two ways:

It inflates the denominator. Big names that don't compete with you make your share look smaller than it is.
It leads to the wrong action. Trying to "beat" a review platform makes no sense. What you need is an accurate profile there.

The rule: same thing, same customer, same place

A direct competitor sells the same thing to the same customer in the same place.

If the answer to all three questions is yes, it's a direct competitor:

Does it sell the same product or service?
To the same customer?
In the same place? For software, 'place' is usually the target country and language you sell into, such as small teams in the United Kingdom buying in English.

The four boxes

Every name in an AI answer fits one of four boxes:

Box	What it means	Example (for Acme Helpdesk)	What you do
Direct competitor	Sells the same thing to the same customer in the same place	Another help-desk tool built for small teams	Once you confirm it, it enters the SOV denominator
Major player	Large suites and groups that cover your category among many others	A big all-in-one business software suite	Track it separately, outside SOV; note how many answers name it
Channel	Where buyers find or buy you	Review platforms such as G2, app marketplaces	Check: "Is my profile there, and is it accurate?"
Information source	Content the AI draws on	A Reddit thread, a "best tools" blog post, a Wikipedia article	Track it in your source map (Module 3)

These boxes are a framework, and you decide which name goes where. Only the direct competitors you confirm enter SOV.

Hard cases

Large suites. A big suite with a help-desk module is usually a major player. But if your buyers keep putting it on the shortlist next to you, so that it's genuinely the same purchase decision, treating it as a direct competitor is a defensible call. Write down why.

Platforms that make their own product. Some platforms list other vendors and also sell a product of their own. Ask whether that platform sells what you sell, under its own name, to the same customer. If it does, it's a competitor; if it doesn't, it's a channel.

Component brands. An answer naming the email provider or chat widget a tool integrates with isn't naming the tool. It's only a competitor if it sells the same thing to the same buyer.

Different scopes, different competitors. Your competitors for UK small businesses may differ from those for US mid-size teams. Each measurement scope has its own competitor set, and results are never blended across scopes.

Exercise (representative)

Acme Helpdesk and these names are fictional.

Answers to non-branded questions like "What's a good help-desk tool for a small team?" mention the names below. Put each one in a box.

Competitor A: a help-desk tool for small teams
A software review platform
A large all-in-one business suite that is rarely shortlisted against Acme Helpdesk
A Reddit thread comparing tools
Competitor B: a shared-inbox tool for small support teams
The email provider that Acme Helpdesk connects to
A "best help-desk tools" blog post

Answers: 1 and 5 are direct competitors. 2 is a channel. 3 is a major player because buyers rarely weigh it against Acme Helpdesk. 4 and 7 are information sources. 6 is neither a competitor nor a channel: it's an integration partner.

In this exercise, only Competitor A and Competitor B enter Acme Helpdesk's SOV denominator.

Keep the set small and deliberate

Start your competitor set with a few names you really compete with, and don't keep changing it. Changing the competitor set creates a new version and breaks the week-to-week comparison. That's the next lesson.

Summary

A direct competitor sells the same thing to the same customer in the same place.
Names in AI answers fall into four boxes: direct competitor, major player, channel, information source.
Only the direct competitors you confirm enter the SOV denominator. Adding a review platform or a big suite misstates your share.
Large suites, dual-role platforms and partners need a reasoned call. Each scope has its own competitor set.
Keep the set small and change it rarely, because every change is a new version.