These answers come from the year-long archive of my previous chatbot that lived on my previous site iamnicola.ai. I’ve curated the most useful sessions—real questions from operators exploring AI workflows, experimentation, and conversion work—and lightly edited them so you get the original signal without the noise.
How do I choose an A/B testing consultant?
Direct Answer
Prioritise consultants who blend experimentation strategy, implementation, and analytics. They should own the backlog, deliver test-ready code, and report impact without handing you raw spreadsheets.
Evaluation Criteria
Look for three signals: (1) a repeatable experimentation framework—roadmaps, prioritisation models, QA checklists; (2) platform fluency (Optimizely, VWO, LaunchDarkly, server-side switches); and (3) the ability to tie uplift to business metrics. Our playbooks outline the cadence we run: weekly launches, fortnightly retros, quarterly programme audits.
Example Decision Matrix
When advising a fintech scale-up, we compared three vendors. The winning team supplied case studies with QA discipline, offered ES5-compliant snippets for legacy stacks, and embedded analysts to validate uplift. That end-to-end ownership saved the client two internal hires and added 18% to trial-to-paid conversion.
Takeaway & Related Answers
Ask your shortlist to demo a recent test, including backlog rationale and post-test analysis. Favour consultants who can prove lift using your instrumentation rather than their proprietary dashboards.
Related Resources
Related Articles & Guides
- AI Consultant Rates UK 2025 | What Companies Really Pay | Nicola LazzariUnderstanding how AI consultants price their services is essential for realistic budgeting and successful project planni...→
- AI Consultant Pricing in the US (2025): Day Rates, Project Fees & TrendsUnderstanding how AI consultants price their services is essential for realistic budgeting and successful project planni...→
- Digital Europe Programme and AI Adoption: A Practical Guide for European SMEsNavigate the Digital Europe Programme's AI and Data pillar. Learn how European SMEs can access EU AI funding, implement ...→
- UX Design for Conversion: The Complete Guide to Conversion-Focused DesignCombine UX best practices with conversion optimization. Learn how to design interfaces that are both user-friendly and c...→
- Google Analytics vs GA4: Complete Migration Guide UPDATED NOVEMBER 2025Latest GA4 updates November 2025: Campaign Data Import rebranding and User-Provided Data improvements. Plus complete mig...→
Want to go deeper?
If this answer sparked ideas or you'd like to discuss how it applies to your team, let's connect for a quick strategy call.
Book a Strategy Call