How B2B Software Buyers Use AI During Vendor Evaluation
A software buying committee now brings AI assistants into most stages of the decision, not just the first search. Where a product surfaces depends on more than one comparison page.
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GEO and AI-visibility insights
Category education, vertical playbooks, technical execution, tools and original data — everything we publish on getting cited inside AI answers.
Digital PR for SaaS: Turning Unlinked Mentions into AI-Citable Signals
SaaS brands get mentioned constantly in press coverage, roundups, and community threads without a link back. Each unlinked mention is a corroboration signal an AI engine can already see, if it is reclaimed correctly.
FAQPage Schema: The Structured Data That Gets You Cited by AI
Pages with FAQPage structured data see a 3.7x lift in AI citation rate. What the schema tells a crawler, and how to implement it without overengineering.
GEO for FinTech: Why AI Engines Hold Financial Content to a Higher Bar
Financial content needs materially higher authority signals to earn AI citation. FinTech also commands some of the highest link-building budgets of any vertical.
How ChatGPT, Perplexity, and Google AI Overviews Actually Choose Sources
The shortlist process behind an AI-generated answer, and the three signals that decide who makes it.
How to Write Content That Gets Cited by AI Search Engines
Content with original statistics gets cited roughly 41% more often. The writing discipline behind that number, and how to apply it.
How to Measure AI Visibility for Your SaaS Product Across ChatGPT, Perplexity and Gemini
Most SaaS teams have no idea what AI assistants say about them, or how often they get named against competitors. Here is what to actually track before buying a monitoring tool.
Structuring a SaaS Comparison Page AI Engines Can Actually Extract
Most SaaS 'vs' pages are written to persuade a human reader scrolling top to bottom. AI engines extract them very differently, and the structure that wins citation is not the one that wins conversion.
Turning Your SaaS Docs and Changelog into AI Citation Assets
Documentation and changelogs are among the most-crawled, least-optimized pages on a SaaS site. Small structural changes turn them into a steady source of AI citations.
Why Backlinks Still Matter for AI Search Visibility
AI engines don't rank pages the way search does, but 73% of SEOs still believe backlinks shape whether a brand gets cited. Here's the mechanism.
How to Get Cited When Buyers Ask AI for the Best SaaS Tool
Why AI assistants are replacing comparison listicles as the first stop for B2B software buyers, and what actually gets a product named.
What Is GEO and How Is It Different from SEO
A plain-language breakdown of Generative Engine Optimization and how it differs from classic SEO.
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