The SaaS Guide to Successfully Navigating the Shift to AI Search
Search has not died. It has divided, and most SaaS brands are only playing one side. Buyers are using AI platforms and traditional search in the same research journey, often before a sales team knows they exist. This white paper is the framework for building visibility across both simultaneously.
Five sections of actionable strategy: why SEO is the prerequisite rather than the alternative, how AI search actually works (tokens, embeddings, retrieval and query fan-out, without the hype), the hybrid strategy step by step, measurement that reflects reality, and how technically sophisticated SaaS buyers research and shortlist software now.
Understanding the New SaaS Sales Funnel in the Era of AI Search
A KiwiSaaS webinar with Whippet Digital founder Mike Morgan and technical SEO specialist Cameron Blair. Buyers are researching, comparing and shortlisting inside AI tools before they ever hit your website, driving declining organic clicks, fuzzier attribution and stakeholder anxiety. This session covers what to measure instead, where to build visibility, and how to regain clarity over what's really driving pipeline.
- Why the linear funnel is gone: the journey now starts on AI platforms, moves through review sites and communities, and reaches your website last
- What to demote in reporting (organic clicks, last-touch attribution, keyword rankings) and what to promote instead
- Self-reported attribution: the low-tech fix for a high-tech problem
- The 30-minute AI visibility self-audit: 10 high-intent queries across 3 platforms, tracked over time
- Why G2 and Capterra now feed the machines, and why inconsistency can mean exclusion from AI shortlists
- A practical sequencing plan: this week, this month, next quarter
The stat that reframes the conversation
16% vs 1.76%ChatGPT referral traffic converting at around 16% against roughly 1.76% for Google organic in our client data. AI-influenced visitors arrive informed and high-intent. Fewer clicks, better buyers.
The framework in action
Real engagements, real numbers, across the pillars.
Retail analytics SaaS: 6 new AI-focused pages, 3 high-value leads from ChatGPT, $150K+ potential customer value.
Read the case studyDrilling and mining SaaS: $10,000 closed, $10,000 in open pipeline, 68% less ad spend within two months.
Read the case studyGlobal fashion service provider: 44 number 1 Google spots, 99% YOY organic growth, 3.6K keywords ranking.
Read the case studyOngoing thinking on SaaS visibility
AI search, GEO, SEO, demand generation and the measurement questions in between, written by the people doing the work. If you'd rather have it land in your inbox, the best of it goes out in The SaaS Signal, our newsletter.
Read the blogPrefer to talk it through?
The resources cover the thinking. If you want it applied to your SaaS, start with a conversation.
Speak to our team