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Use cases

Who Seenby is for and what it will do for them.

Who it is for

Built for the people who feel the problem

Seenby is not open yet, so this is who it is being built for. Nothing a card names is a promise: the pages under Who it is for are who it covers today.

Heads of SEO

Watching a surface your crawl tools cannot reach

You already track rankings and backlinks. Seenby is built to sit beside that work and report where generated answers name you, where they name a competitor instead, and which prompts never mention anyone in your set.

Seenby: Watching a surface your crawl tools cannot reach

Content and comms leads

Finding the prompts where nobody names you

The dashboard lists the prompts where your brand is absent from the answer, which is a briefing document for the next quarter of content rather than a vanity chart.

Seenby: Finding the prompts where nobody names you

Agency principals

Reporting AI presence for client brands

Built for agency teams who need a repeatable weekly reading per client brand and a forwardable digest, with the methodology disclosure travelling alongside every score you pass on.

Seenby: Reporting AI presence for client brands

What it will do

Continuous Share of AI Voice tracking across ChatGPT and Perplexity, benchmarked against competitors you name, with the methodology shown every time a number…

For what it covers, see the pages this site publishes.

A prompt set written for your category

Give us your brand name, a short description, and up to three competitor names.

Mentions, sentiment and position, extracted the same way each week

Every response is parsed for brand and competitor mentions, classified positive, neutral, negative or absent, and given a ranking position within the answer. Consistent parsing is what makes week-over-week comparison worth reading.

One Share of AI Voice score per brand per week

A single headline metric your CMO can hold in their head, computed per brand per week and stored with its methodology caveat text attached to the record itself, so the number and its limits never travel separately.

Thirty days of trend, side by side with competitors

Trend lines for Share of AI Voice, the sentiment breakdown behind them, the prompts where you are named and the prompts where you are not, and a benchmarking view against the competitors you entered.

Model-version tagging that separates drift from news

Every stored response carries the model version that produced it, so a shift after a provider update can be told apart from a shift in how your market actually talks about you.

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Leave an email and we will write when access opens, with the surfaces covered, the caveats that come with the score, and the price. No sequence, no drip.

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