LLM Analytics
Annual brand monitoring inside language models: how your brand is described, recommended and ranked when people ask an LLM.
One subscription covers one brand, in one model, in one country and language — and tracks that brand’s competitors alongside it, so every number has a benchmark. Unlike our other services, this one is billed annually.
What you get out of it
Everything below is included in every monitoring subscription — the plan only changes how many brands, models and markets are covered.
Visibility you can measure
Share of voice across a category’s prompt set, tracked over time, so “are we mentioned?” becomes a number with a trend.
Competitors tracked with you
The competitor set is built for your category automatically, so every result arrives with a benchmark rather than in isolation.
Per market and language
Answers differ by country and language. Monitoring is scoped to a specific market, so local reality is not hidden behind a global average.
Sources behind the answers
Every mention links back to the prompt and the pages the model leaned on — the starting point for changing the answer.
Reports your team will read
Monthly or weekly digests written for marketing, not just a raw table: what moved, against whom, and where.
Raw answers on request
On Portfolio plans the full model responses are available through the API, so your own analysts can dig deeper.
From brand to benchmark in four steps
Name the brand and market
Pick the brand, the model, and the country and language to monitor. We assemble the competitor set for that category.
Approve the prompt set
We propose the questions real buyers ask in your category. Edit, add or remove them before monitoring starts.
We query the models
The prompt set runs on schedule, from the right geography, and every answer is parsed for mentions, ranking and sentiment.
Read the report
Visibility, share of voice and source breakdown land in the dashboard and in a digest, with the trend against your competitors.
Monitoring plans
Billed annually per brand, model and market — the one VectraWatch service sold as a subscription rather than a pack.
Pricing for this service is being finalised. Tell us what you need and we will come back with a quote before it goes live.
Talk to usQuestions about LLM Analytics
A defined set of category prompts is put to the model on schedule. We record whether your brand appears, in what position, how it is described, and which sources the answer leaned on.
Monitoring only means something as a trend. A year of comparable measurements is the smallest unit that shows whether your visibility is moving.
The major commercial assistants, selected per scope. Multi market covers three models in parallel; Portfolio covers the full set.
We build the set from the category and the market, then you confirm or edit it. Custom sets are available on Portfolio.
Indirectly — the source breakdown shows which pages shape the answer, which is where content and PR work pays off. We report; we do not manipulate model output.
See how models describe you
Tell us the brand and the market, and we will show you a sample visibility report before you commit to a year.