# What is the right refresh cadence if citations decay this fast? | Trakkr Research

Canonical URL: https://trakkr.ai/trakkr-research/citation-decay/answers/what-is-the-right-refresh-cadence-if-citations-decay-this-fast
Published: 2026-03-30
Last updated: 2026-03-30
Author: Mack Grenfell

The cadence has to be tighter than most editorial calendars assume. When the median citation lasts 0 days and the average brand half-life is 31 days, quarterly reaction loops are too slow.

## Methodology

Built from 857,138 reports, 108,650 citations, 10,991 brands, and 8 tracked models across a 10-month observation window.

## Direct Answer

Usually, the cadence must be tighter than standard editorial calendars. With a median citation lifespan of 0 days and an average brand half-life of 31 days, quarterly reaction loops are too slow.

## What this means

Operators need to establish publishing and measurement rules based on actual decay data to avoid relying on outdated visibility metrics.

## Evidence table

| Metric | Value | Why it matters |
| --- | --- | --- |
| Median citation lifespan | 0 days | Most citations disappear immediately. |
| Brand half-life | 31 days | Average time for brand presence to halve from peak. |
| One-and-done citations | 73.5% | Citations that appear once and vanish. |

## Frequently Asked Questions

### How long does the average brand presence last before dropping?

The average brand half-life is 31 days, meaning brand presence halves from its peak in about a month.

### Why do most citations seem to disappear immediately?

Data shows the median citation lifespan is 0 days, and 73.5% are one-and-done citations that appear once and vanish.

## What to do next

- [Measure visibility as a moving system rather than a one-time citation snapshot.](https://trakkr.ai/trakkr-research/citation-decay/answers/what-is-the-right-refresh-cadence-if-citations-decay-this-fast#next-step-1)
- [Refresh and monitor citation-driving pages based on actual model decay rates.](https://trakkr.ai/trakkr-research/citation-decay/answers/what-is-the-right-refresh-cadence-if-citations-decay-this-fast#next-step-2)
- [Separate durable wins from temporary spikes to prevent overreacting to short-lived mentions.](https://trakkr.ai/trakkr-research/citation-decay/answers/what-is-the-right-refresh-cadence-if-citations-decay-this-fast#next-step-3)

## Related pages

Continue through the same study cluster.

- [does a citation win mean you have a durable position](https://trakkr.ai/trakkr-research/citation-decay/answers/does-a-citation-win-mean-you-have-a-durable-position) - Related answer page
- [what is the most important metric in the decay study](https://trakkr.ai/trakkr-research/citation-decay/answers/what-is-the-most-important-metric-in-the-decay-study) - Related answer page
- [only six point eight percent of citations are still active at the end](https://trakkr.ai/trakkr-research/citation-decay/facts/only-six-point-eight-percent-of-citations-are-still-active-at-the-end) - Related fact page
- [citation persistence tracker](https://trakkr.ai/trakkr-research/citation-decay/trackers/citation-persistence-tracker) - Related tracker page

## Data And Sources

- [The Half-Life of AI Citations](https://trakkr.ai/trakkr-research/citation-decay) - Flagship study behind this page
- [Page JSON](https://trakkr.ai/data/research-answers/citation-decay/answers/what-is-the-right-refresh-cadence-if-citations-decay-this-fast.json) - Machine-readable companion file