Research

Buyer demand signal benchmarks

An aggregate view of how often completed scans surface high-intent conversations, named alternatives, brand mentions, and useful source diversity.

High-intent opportunities

57%

Opportunities naming competitors

36%

Opportunities naming the scanned brand

0%

Source mix

Platforms with at least 3 aggregate opportunities; smaller groups are suppressed.

Reddit27

Methodology

A benchmark, not a promise of results.

  • Counts use completed ForumRank scans only, capped to the latest 500 scans.
  • Rates use persisted opportunity classifications and evidence fields; no values are invented when data is missing.
  • Platform groups with fewer than 3 opportunities are omitted.
  • No customer names, domains, product descriptions, thread titles, URLs, or competitor names are published.