of B2B buyers prefer a completely digital, self-service buying experience.
Read the Gartner research →Your SaaS website shouldn't just explain your product. It should help buyers choose it.
I analyze B2B SaaS websites to find where messaging, positioning, proof, and the buying journey create friction for qualified buyers. Then I turn those findings into clear, prioritized recommendations.
Your website is part of the buying conversation, even when you're not in the room.
B2B buyers increasingly research products on their own before speaking with a sales team, and the website plays a central role in that process.
of surveyed B2B buyers said they checked a vendor's website during the buying process.
said they already knew the vendor before a sales meeting.
Read the Wynter research →Your website isn't simply there to generate a demo or explain your product.
It's helping buyers evaluate you before, between, and around your sales conversations.
They're trying to understand what you do, whether it's relevant to them, how you compare with alternatives, whether they can trust you, and whether it's worth taking the next step.
Your sales team can answer those questions when they're in the room. Your website has to help answer them when they're not.
See How I Analyze Real SaaS Websites.
I break down real B2B SaaS websites to examine the decisions shaping the buying experience, from positioning and messaging to proof, information hierarchy, and conversion paths.
Each breakdown looks at what helps a buyer understand, trust, evaluate, and act, along with the points where the website may be creating unnecessary friction.
I don't guess what needs fixing. I investigate what is getting in the way.
Before changing messaging, structure, or design, I look at the business, the buyer, the website, and the available evidence about how visitors actually behave.
This helps separate a potential conversion problem from a traffic, positioning, messaging, or user-experience problem.
What are we actually trying to help the website accomplish?
I look at the product, target buyer, buying process, commercial goals, acquisition channels, and the role the website plays in the decision.
What are visitors actually doing?
Where data is available, I examine traffic sources, landing pages, engagement, page journeys, conversion events, and drop-off points to identify patterns worth investigating.
Where could the experience be creating friction?
I examine positioning, messaging, information hierarchy, proof, navigation, calls to action, page-to-page journeys, and the connection between what buyers need to understand and what the website communicates.
What is most likely worth changing, and why?
I connect the available evidence with what I observe across the website and buying journey to identify the underlying opportunities.
The opportunity might involve messaging, positioning, proof, structure, conversion paths, or acquisition-to-page alignment.
The website isn’t the starting point. The problem is.
I want to understand what is happening, why it may be happening, and what evidence supports changing it before turning that diagnosis into a recommendation.
What are you trying to achieve, and who are you trying to convert?
I look at the product, target buyers, acquisition context, commercial goals, and the role the website plays in the buying journey.
Where are visitors entering, engaging, dropping off, and taking action?
Where available, I examine analytics and behavioral data such as landing pages, traffic sources, engagement, page journeys, conversion events, and drop-off points.
This helps distinguish a potential website problem from a traffic, audience, or acquisition problem.
Once I know where friction may exist, I investigate why.
I examine positioning, messaging, information hierarchy, proof and trust, navigation, calls to action, page-to-page journeys, and the alignment between what visitors are looking for and what the website communicates.
The recommendation follows the evidence, not the other way around.
If the evidence points toward a messaging problem, I recommend messaging changes.
If the issue appears to be proof, hierarchy, page flow, CTA clarity, or traffic-to-page alignment, the recommendation addresses that instead.
The goal isn't to change the website simply because something could be improved.
It's to identify where the buying experience may be breaking down, understand what could be causing it, and prioritize the changes most worth investigating.
From diagnosis to an implementation-ready website framework.
Once the problem is understood, I turn the findings into a clearer website strategy and translate that strategy into practical page frameworks your team can take into design and development.
Define what the website needs to communicate.
I translate the diagnosis into positioning, messaging, information hierarchy, proof strategy, and conversion direction for the agreed priority pages.
Turn the strategy into something your team can build.
I develop page structures, content hierarchy, messaging direction, CTA placement, and Figma wireframes that show how the recommended experience could work. The Figma work is a practical framework for implementation, not simply a visual redesign.
Give your team a clear direction to work from.
Your designer, developer, or marketing team receives the framework along with the reasoning behind the recommended structure and messaging.
A framework your team can actually build from.
The final deliverable turns the analysis into practical direction for your website team.
✓ Conversion & messaging strategy
✓ Recommended page structure
✓ Messaging direction for agreed priority pages
✓ Figma wireframes
✓ Proof and CTA recommendations
✓ Conversion-path recommendations
✓ Implementation notes for your designer or developer
The goal isn’t simply to tell you what could be better.
It’s to give your team a clearer strategy and something tangible to build from.
Choose the level of conversion work your website needs.
Whether you need a focused homepage investigation or a broader website conversion system, each engagement is scoped around the problem we need to solve and the level of work required.
Homepage Conversion Sprint
One-time project
Find where your homepage is creating friction, then turn the findings into a clearer structure your team can build.
WHAT’S INCLUDED
• Homepage conversion diagnosis
• Priority friction findings
• Messaging & structure blueprint
• Figma homepage wireframe
• Implementation handoff
BEST FOR
SaaS teams that know their homepage isn’t doing enough, but need a clear diagnosis and implementation-ready direction before redesigning it.
Full Website Conversion Engine
One-time project
Understand where the website is creating friction across the buying journey, then build a strategic framework for the pages that influence the decision most.
WHAT’S INCLUDED
• Website & buying journey diagnosis
• Priority page strategy
• SaaS positioning & messaging framework
• Figma page wireframes
• Proof & conversion path strategy
• Implementation handoff
BEST FOR
B2B SaaS teams whose buyers evaluate the product across multiple pages and need a connected website strategy rather than a standalone homepage redesign.
Traffic & Buyer Intent Alignment
Ongoing engagement
Connect the traffic you’re attracting with the website experience buyers encounter when they arrive.
WHAT’S INCLUDED
• Acquisition & buyer intent analysis
• Landing experience analysis
• Content-to-commercial page strategy
• Conversion path monitoring
• Ongoing website experiments & recommendations
• Monthly strategic review
BEST FOR
SaaS teams already generating meaningful traffic through SEO, paid acquisition, content, partnerships, or other channels and want the website experience to better support the intent behind that traffic.
Final pricing depends on the scope, number of pages, complexity, available data, and level of analysis required.
Not sure which engagement fits your website?

SaaS Website Conversion Analyst
B2B SaaS · Website Conversion · Messaging · Positioning
I’m interested in what happens between getting someone to your website and getting them to choose you.
I’m Anvi, and I analyze B2B SaaS websites through the lens of the buying decision.
I’m interested in the questions behind the page: What does the buyer need to understand? What evidence do they need before they trust the product? Does the website make the value clear? Does the path from interest to action make sense?
My approach combines website conversion analysis, messaging, positioning, content, and buyer intent. I investigate the business and buyer context first, then examine the website and available behavioral evidence to understand where friction may exist.
The result isn’t simply a list of things to change. It’s a clear direction for what the website needs to communicate, how the experience should be structured, and how your team can take that strategy into design and development.
Not sure where your SaaS website is losing buyers?
Get a focused outside perspective on your homepage, messaging, and conversion path. I’ll identify the biggest opportunity I’d investigate first and explain why it matters.