Earned Media

Audience Affinity Beats Raw Traffic in Earned Media

To test whether niche publishers carry stronger category signals, Fractl used SparkToro to layer audience affinity against Ahrefs domain rating and traffic data — across 8 verticals and nearly 100 personas.

The pattern was clear:

Some of the most influential publishers in a category are not the biggest sites.
They’re specialist sites with smaller reach but much higher audience fit and topical concentration.
AI systems need repeated, consistent evidence of which vertical and topics your brand belongs to.

Build media lists in two layers: mainstream coverage for scale and trust, plus vertical coverage to sharpen your category association. The moat isn’t being mentioned more — it’s being mentioned in the places that make your expertise obvious.

Slide: hidden-gem publishers beat big media on relevance — 1.7× higher audience affinity for niche publishers — Hidden-gem publishers beat big media on relevance: 1.7× higher audience affinity for niche publishers vs. major media outlets.

Source: Fractl research — Audience Affinity vs. Traffic (SparkToro)