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Documentation index for AI agents: /llms.txt — every page is also available as markdown by appending .md to its URL.

Reference

Prompts metrics

How each card on the Prompts overview and prompt detail pages is calculated.

All Prompts metrics read the brand mentions recorded for each answer.

Every card on the page follows the tag filter. A prompt is kept when it carries at least one of the selected tags; its answers are then the only ones counted.

The number of AI answers to your prompts created in the date range, after the tag and model filters. The subtitle is the number of prompts.

The number of distinct AI models that produced those answers. Besides ChatGPT, Gemini and Claude, each active prompt also gets a Google AI Mode answer per scan; Google AI Mode counts as one model of its own, separate from Gemini, here, in the model filter and on every card that splits by model.

Each brand’s slice of the pool of brand mentions:

share of voice = mentions of the brand / mentions of all brands × 100
mention rate = mentions of the brand / answers × 100

The slices of the chart sum to 100%. The mention rate, shown on hover, is the share of answers that name the brand.

Example: brand A is mentioned in 30 answers, B in 20, C in 10 → A 50.0%.

The tile with the same name on the Dashboard uses the mention rate of your own brand instead.

The mean sentiment score over every answer in the date range, rounded to two decimals, then labelled:

Score Label
above 0.3 Positive
−0.3 to 0.3 Neutral
below −0.3 Negative

Example: three answers score 0.8, 0.5 and −0.1 → mean 0.40 → Positive.

The share of answers in the date range that mention any of your own brands:

visibility = answers mentioning an own brand / answers × 100

This measures how often you come up at all; share of voice measures how large your slice is once brands are named.

Brands sorted by how many answers mention them.

Column Calculation
Visibility mentions of the brand / mentions of all brands × 100; sums to 100%
Position Average position, see below
Trend Relative change in mentions over the last 7 days versus the 7 days before, independent of the date range
Sentiment Mean sentiment score of the answers that mention the brand, shown as a coloured dot

Within one answer, the brands it names are ordered by where each brand name first appears in the text; the first brand is position 1. A brand’s position on the card is its average over the answers that name it. Lower means the model brings you up earlier.

Example: an answer names brand B before brand A → B = 1, A = 2. Over ten answers where A is named first eight times and second twice, A’s position is 1.2.

Per day (per week for ranges longer than 92 days) and per brand:

line value = mentions of the brand that day / mentions of all brands that day × 100

The lines sum to 100 on each day. A day without answers shows 0.

The websites AI answers cite when answering your prompts. A domain counts once per answer, whether it appears in the answer’s sources or in the text.

percentage = answers citing the domain / answers × 100

The ten most cited domains are shown.

Example: cited in 18 of 120 answers → 15%.

The newest answers first, with a short preview, sentiment, mentioned brands and sources. Open an answer to read it in full.

The prompt page repeats the Rankings and Visibility trend cards for one prompt, with the prompt’s visibility score (answers mentioning an own brand / answers × 100, one decimal). The score, the rankings and the trend count only the prompt’s answers within the selected range, up to and including the end date of a custom range. Sentiment per brand on that page is the exception: it is averaged over every answer the prompt has ever received.