Industry Guides
The SaaS founder's guide to G2 vs Capterra vs TrustRadius vs Gartner Peer Insights — 2026 conversion data
Four B2B SaaS review platforms, four different buyer audiences, four different conversion economics. The data on where t...
HIPAA-compliant review responses — the 11-word rule every healthcare practice gets wrong
HHS has fined practices for replying 'thanks for visiting!' to a positive Google review. HIPAA's reach into review respo...
The complete Shopify reviews playbook for 2026 — rich snippets, AI Overviews & the Shop Recommended badge
Shopify product reviews are no longer just trust signals on your PDP. They now feed Google rich snippets, AI Overviews, ...
Booking.com's 2026 review algorithm change — 4 review patterns that lift property score by 0.3★
Booking.com quietly adjusted how property scores are calculated in early 2026. We tracked 18 properties through the tran...
The 17-platform review audit — how Google, Yelp, Trustpilot, G2 and 13 others surface AI citations in 2026
Not every review platform delivers the same downstream signal. We audited 17 platforms — Google, Yelp, Trustpilot, G2,...
Nashville's tourist-driven review economy — why your restaurant scores 0.4★ higher in March than November (data)
Nashville restaurants ride a seasonal review curve nobody talks about. Our 18-month dataset shows a 0.4★ spread betwee...
We analysed 2,400 law-firm Google reviews — 38% violate state bar advertising rules. Here's the audit checklist
State bar advertising rules apply to attorney responses to online reviews — and a startling share of firms are out of ...
The auto-repair review crisis — why mechanics have the lowest average stars in the US, and the 6-step playbook that fixes it
Independent auto-repair shops average 4.1★ on Google — lower than restaurants, dentists, or plumbers. The reasons ar...