Technical SEO & AI visibility, explained - not simplified.
Practical breakdowns for teams who need to know what’s actually happening under the hood - written for B2B SaaS, updated as the tools and the search landscape change.
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ICP-driven content gap analysis for B2B SaaS
Finding gaps that match your actual buyer, not just keyword volume.
Read now →B2B SaaS PlaybooksReverse funnel marketing for B2B SaaS
Working backward from closed-won deals to find out what actually preceded them.
Read now →Technical SEO / AEOHow AI crawlers actually access JS-heavy SaaS sites
What GPTBot, ClaudeBot, and PerplexityBot can and can’t render - and what that means for your stack.
Read now →Technical SEO / AEOSaaS documentation for AI agents: reading, tools, and actions
Why "agent-ready documentation" is two projects with different owners, and what MCP and OpenAPI actually establish.
Read now →AEO / AI VisibilityAEO fundamentals: how to get cited, not just ranked
The structural choices that decide whether ChatGPT and Perplexity quote your page.
Read now →Technical SEOTechnical SEO checklist for SaaS migrations
Replatforming or changing frameworks without losing visibility.
Read now →Technical SEOSchema for SaaS pricing and plan pages
What actually surfaces in AI answers, and what gets ignored.
Read now →AEO / AI VisibilityHow AI builds B2B SaaS vendor shortlists
What's documented, what surveys actually measured, and how to earn a defensible place.
Read now →AI AccuracyWhen AI gets your SaaS product wrong: diagnose and correct the source
A ten-step workflow for wrong AI answers about your product, from capture through re-test.
Read now →Latest practical guides
Product-Truth Release Checklist: Keep SaaS Product Claims in Sync
Ten release gates for keeping every representation of a changed product fact in sync, with an owner and a status.
Read now →B2B SaaS / Content StrategyMaintaining SaaS Competitor Comparison Pages: A Product-Truth Workflow
A working method for giving each comparison claim a source, a checked date, an owner and a review cadence.
Read now →B2B SaaS IntegrationsWe Tested 115 AI Answers About SaaS Integrations
96.5% of answers got existence right; 38.3% were not fully accurate overall once implementation detail was checked against the docs.
Read now →Stuck on something specific?
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