Metrics
What each number in a report means, how it is calculated, its range, and where the app shows it.
Rates and shares are fractions from 0 to 1, rounded to 4 decimals. The app multiplies them by 100 and shows them as percentages. When a rate has nothing to divide by, it is null, not 0. For example, share_of_voice is null in a group where no brand was ranked.
You can add up counts across rows, but not rates or averages. For a weekly number, ask for the week dimension. Do not average 7 day rows.
Visibility report: your brand
An answer mentions your brand when the brand is in the answer's ranked list, or when its name appears anywhere in the text.
| Column | Range | What it is | In the app |
|---|---|---|---|
answers | count | The number of completed answers in the group. | Overview, Prompts page |
mentions | count | The number of answers that mention your brand. | Overview, Prompts page |
visibility | 0-1 | mentions / answers. | Overview visibility |
visibility_index | 0-1 | Visibility that counts a high rank more than a low one. Each answer scores 1 / log2(1 + position): rank 1 scores 1.0, rank 3 scores 0.5, and rank 10 scores 0.29. A mention with no rank scores as if it were ranked just below the end of the list. The scores are added up and divided by answers. It is never higher than visibility. | Overview visibility index |
average_position | 1 or more, or null | Your average rank, over the answers that rank your brand. 1 is first. It is an average. | |
best_position | 1 or more, or null | Your best rank in the group. 1 is first. | |
sentiment | -100 to 100, or null | The average sentiment about your brand, over the answers that have a sentiment score. An answer that names your brand more often counts more. It is an average. | |
sentiment_positive | count | Answers with a sentiment score above 20. | Sentiment spread |
sentiment_neutral | count | Answers with a sentiment score from -20 to 20. | Sentiment spread |
sentiment_negative | count | Answers with a sentiment score below -20. | Sentiment spread |
own_citations | count | Citations in these answers that link to your own domains. |
Brands report: you and your tracked competitors
The brands report covers your brand and every competitor with the status tracked. It counts every brand by the same rules.
| Column | Range | What it is | In the app |
|---|---|---|---|
answers | count | The number of completed answers in the group. It is the same for every brand in the group. | |
mentions | count | The number of answers that rank this brand or name it in the text. | Visibility comparison chart |
visibility | 0-1 | mentions / answers. | Visibility comparison chart |
ranked | count | The number of answers that rank this brand in their list. | Competitors leaderboard |
share_of_voice | 0-1 | This brand's ranked, divided by the ranked of all brands in the report added together, in each group. The shares of all brands in a group add up to 1. | Share of voice panel |
visibility_index | 0-1 | As in the visibility report, but over ranked answers only, divided by answers. | Competitors leaderboard |
average_position | 1 or more, or null | The brand's average rank, over the answers that rank it. It is an average. | Competitors leaderboard |
best_position | 1 or more, or null | The brand's best rank in the group. 1 is first. | Competitors leaderboard |
sentiment | -100 to 100, or null | The average sentiment of this brand's mentions that have a sentiment score. It is an average. |
visibility counts the answers that rank or name a brand. share_of_voice counts only the answers that rank it. The ranked column lets you check share_of_voice yourself from the rows. The visibility of your own row is the same as the visibility in the visibility report.
Citations report: the sources AI answers cite
The citations report has 1 row per cited domain. With the url dimension, it has 1 row per cited page.
| Column | Range | What it is | In the app |
|---|---|---|---|
citations | count | How many times answers in the group cite this domain or page. | Citations page |
cited_answers | count | The number of answers that cite it at least once. | Citations page |
citation_share | 0-1 | citations divided by all citations in the group. The shares of all rows in a group add up to 1. | |
citation_rate | 0-1 | cited_answers / answers. Here answers is the number the visibility report gives for the same group, with the same filters and the same include_archived. | |
last_cited_at | timestamp | The time of the newest citation in the date range. |
The domain and url dimensions add the columns is_own_domain and domain_rating. domain_rating is the Ahrefs Domain Rating, from 0 to 100, or null until Lumirank has it. The url dimension also adds title, content_type, content_subtype, and platform.