Insights
GEO research, rankings & guides
How AI assistants choose which brands to recommend — and what to do about it.
AI visibility strategy
HubSpot vs. Salesforce: The CRM AI Visibility Clash
HubSpot leads backlinks, Salesforce leads total AI citations. Compare engine-level results and measure CRM visibility with a fixed competitor denominator.
Oct 4, 20266 min
AI visibility strategy
Why ChatGPT Recommends Notion Over Coda (An AI Visibility Teardown)
Ahrefs data shows a 36.8x ChatGPT citation gap between Notion and Coda. Examine the links, cited sources, and limits behind the comparison.
Sep 29, 20267 min
AI visibility strategy
GPTBot Blocking and AI Share of Voice
Blocking AI search crawlers can reduce a SaaS brand's visibility. Manage access by bot, publish clear product sources, and measure AI share of voice.
Sep 28, 20265 min