How does SeenMeter pick which competitors to track?

From the answers. Any brand the engines name in your prompt set shows up in share of voice automatically. You can pin the ones you care about, and the list keeps surfacing newcomers the moment engines start naming them.

What is share of voice in AI answers?

Your brand’s percentage of all brand mentions across your tracked prompts and engines. If tracked answers contain 200 brand mentions and 68 are yours, your share of voice is 34%. It is a relative measure, so it stays meaningful even as engines change how they answer.

Can I compare against a specific competitor?

Yes. Pick any named brand and see a side-by-side: share of voice, coverage per engine, average rank, and the specific prompts where they are named and you are not.

What do I do about a gap prompt?

Look at the sources behind the competitor’s mention. Most gaps trace to a listing or comparison page they are on and you are not. Fix the source, keep tracking daily, and you will see the day the answer changes.

Product

Competitor Share of Voice

AI competitor analysis with receipts: measure your share of voice in AI answers, see exactly who ChatGPT and 7 other engines recommend instead of you, and find the prompts you can win back.

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Share of Voice

Rank #1

34.2%Example data

#1

yourbrandYou

34.2%

#2

Notion

21.5%

#3

Linear

16.8%

#4

Slack

11.4%

#5

Figma

7.9%

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Example data — run the free checker to see your own.

The competitive set

AI competitor analysis starts with who gets named

When a buyer asks “best invoicing software for freelancers” and you are not in the answer, somebody else is. SeenMeter records which brands each engine names for every prompt in your set — in order — so “we’re losing to AI” becomes “Competitor A holds #1 on six of our ten money prompts”.

The competitive set builds itself from the answers. You don’t guess your rivals; the engines tell you who they are, including the ones your pitch deck ignores. And every mention links back to an answer stored by prompt monitoring.

Who gets named · ChatGPT · this week

“best invoicing software for freelancers”

Competitor A · #1You: Not named

“invoicing tools with recurring billing”

Competitor B · #2You: Not named

“freshbooks alternatives for small teams”

Competitor A · #3You: #6

Every row links to the stored answer

Example data

Coverage

Share of voice in AI answers, engine by engine

Share of voice is your slice of all brand mentions across your tracked prompts — one number per brand, comparable over time, and splittable per engine. That split matters because AI engines disagree more than you would think: you might lead on ChatGPT, trail on Gemini, and be invisible on Perplexity for the same ten questions.

The coverage grid puts you and your competitors side by side across all 8 engines, so gaps stop hiding in averages. It is the same view the ChatGPT rank tracker gives you per prompt — rolled up to the whole category.

Topic coverage

Example data

Topic

Notion

Linear

Slack

yourbrandYOU

Best CRM for startups

28.9

12.4

4.1

TOP34.2

CRM with free tier

TOP42.0

8.7

—

18.6

CRM for solo founders

9.8

6.2

2.3

TOP27.7

Email + CRM combos

TOP16.5

14.0

5.5

—

Example data

Action

Gap prompts: they got named, you didn’t

The most actionable list in SeenMeter is also the simplest: prompts where an engine named a competitor and skipped you. Each gap prompt shows who got named, on which engines, and which sources carried their mention — usually a review listing or comparison page you could match.

Work through gap prompts like a backlog. Fix the source, then let daily runs confirm the flip. See where you stand today with the free AI visibility checker, and trace why each gap exists in citation tracking — then watch sentiment to see how engines frame the brands they pick.

Gap prompts

14 open

1.

“best invoicing software for freelancers”

Named them #1 · you: not named