AI reactive PR and journalist request tools

Reactive PR rewards speed above almost everything, which makes it unusually easy to score. A journalist posts a request, and the useful window is often measured in hours. A tool that surfaces it late has failed regardless of how good its matching is, so latency is the first thing we measure and it carries disproportionate weight.

The category was reshaped by the closure of HARO, and the fallout is still settling. Requests are now spread across several competing platforms, private communities and social posts that never touch a service at all. That makes source coverage a genuine differentiator for the first time in years, and it makes single-source tools much weaker than their marketing suggests.

The second axis is relevance. These feeds are high volume and mostly irrelevant to any given user, so filtering is the product. We test whether a tool can be tuned to a specific expertise without going quiet, which is the failure mode that makes people cancel.

Draft responses are the newest AI feature here and the most uneven. We score them on whether they survive editing.