What B2B Buyers Actually Ask AI Before Shortlisting

See how AI assistants build B2B vendor shortlists, which agencies get recommended, and what drives those recommendations. Based on real AI search data, learn why third-party mentions matter and how to improve your brand’s chances of being shortlisted.
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10.21.2026
Liudmila Kiseleva
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AI Visibility Benchmark: How B2B SaaS Brands Actually Perform in ChatGPT, Perplexity and Gemini

Most citations point to third-party pages, led by review and analyst sites. For your own site, that makes review-profile coverage a lever worth checking alongside your homepage.
10.09.2026
Liudmila Kiseleva
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LinkedIn Ads Cost for B2B SaaS: 2026 CPL Benchmarks

See 2026 LinkedIn Ads benchmarks for B2B SaaS: CPC, CPM, and CPL by industry, plus the budget and audience moves that actually lower cost per lead.
10.01.2026
Liudmila Kiseleva
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B2B SaaS GEO Case Studies: What Actually Changed in AI Citations

Two B2B SaaS clients, real before/after numbers: how Rampiq grew AI Overview visibility and AI referral traffic for Avassa and Case IQ.
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09.29.2026
Liudmila Kiseleva
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Google Says GEO Is Still SEO. Then It Made Search AI Search

Google calls GEO and AEO 'just SEO,' then rebuilt Search around Gemini, AI Mode, and AI Overviews. Here's what the shift to AI search means for B2B visibility.
06.12.2026
Liudmila Kiseleva
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Revenue Attribution Models for B2B Content (and Why They Miss AI Search)

Revenue attribution models that connect content to pipeline, including the AI search blind spot most B2B teams don't know they have. Models compared, with practical fixes.
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06.09.2026
Liudmila Kiseleva
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Maximizing B2B Growth: The Power of Content Conversion Rate Optimization (CRO)

Learn how content conversion rate optimization (CRO) can transform your B2B marketing strategy. Compare the value of optimizing content over constantly investing in new content.
08.19.2025
Liudmila Kiseleva
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AI Visibility in 5 Steps: A Roadmap for B2B Brands

Win citations in native AI search and Google’s AI Overviews. Use this five-step plan to measure, fix access, publish first-party research, and track results.
08.14.2025
Liudmila Kiseleva
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What ChatGPT Really Knows (and Gets Wrong) About Your B2B Brand

Your brand might be showing up in AI answers, just not the way you expect. Find out how ChatGPT sees your B2B company, and why it matters more than ever.
08.04.2025
Liudmila Kiseleva
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