We never estimate.
A number you cannot trace to a stored answer or a crawl does not appear in this product. If we cannot show you the evidence behind a figure, we do not print the figure.
every rate links back to the verbatim answer it came fromTHE MANIFESTO
Every number is a measurement.
This is the constitution of the product. It is short because it has to be followed, not admired.
We never fill gaps.
A day without measurement renders as a gap, not an interpolation. Smoothing a chart is a small lie that makes a trend look like a fact.
missing day = empty cell, never a modeled valueWe show denominators.
A rate without its fraction is a feeling. Nine per cent of what, out of how many stored answers, asked on which surfaces — the fraction travels with the number everywhere it is shown.
denominator = answers actually storedWhen we cannot measure, we say why.
In words, instead of printing a zero. A surface that refused, a question that never ran, a quota that ran out — each one is named on screen, because a zero you cannot explain is worse than an honest blank.
reason strings, not placeholder zerosOur own marketing obeys the same rule.
The numbers on our landing page are our own measurements or are labeled examples. If we would not accept a figure in your dashboard, we do not use it to sell you the product.
labeled example data on every marketing figureIn a category filling up with invented visibility scores, a number you can trace is the only one worth acting on.
That is the whole reason Seoruna exists: measured AI visibility, no estimated metrics, and answer engine optimization you can audit line by line.