Part II

Review Platforms Account for 1 in 5 Software Citations

AI leans heavily on niche review sites, “best X” listicles, and comparison pages. Review and comparison platforms — G2, Capterra, PCMag, Gartner, Software Finder — account for 21% of all citations behind AI’s software recommendations.

74%

of AI answers to software-buying questions cite at least one review platform

45%

of third-party citations (beyond the vendor’s own site) come from review sites

77%

of the review pages AI cited didn’t rank on Google’s first page

Being featured inside a roundup on a niche authority site carries far more weight in AI recommendations than having the best landing page on your own domain. A page can be nearly invisible in traditional search and still shape an AI recommendation.

You cannot wait for buyers to prompt your name. You must digitally co-occur wherever your primary competitor is mentioned.

The Surround Sound strategy: G2 competitor page, SaaS review blog, and subreddit post surrounding the buyer question — The “Surround Sound” strategy: be present in every asset that answers “what are the best alternatives to [giant competitor]?”

Stat graphic: 74% answer-level prevalence and 21% citation-level share for review platforms — 74% of software-buying answers cite at least one review or comparison platform; 21% of all citations go to them.

Source: Fractl research: “What AI Actually Recommends”