AI Demand Capture for B2B SaaS

Win the AI Verdict. Convert the Buyer. Grow Pipeline.

84% of B2B buyers use AI to research vendors. We make you the obvious choice - then turn that demand into pipeline.

See why AI agents choose your competitors

Enter your website URL (for example: yourcompany.com).

3,000+ B2B SaaS Audited • Instant results • ~40 seconds

Trusted by leading founders & growth teams

PresenceZigpollUserYieldTelcoEdgeUnityAdsLuxMingle
The New Reality

The Buyer Journey Has Changed. AI Is Now The Gatekeeper.

Weeks of research, reviews, and peer checks now compress into AI-assisted shortlists before buyers ever visit your site.

Old Way

Weeks of Research

Buyers used to spend weeks juggling tabs, reviews, demos, and stakeholder loops - just to build a shortlist.

See vendor mention

Open homepage

Check G2

Scan Reddit

Google alternatives

Ask peers in Slack

+12 other steps

New Way

One AI-Assisted Shortlist

Buyers ask AI who to consider. AI compares, frames the shortlist, and sends them to 1-2 sites already primed.

This shift isn't theoretical - it's already happening at scale

84%

of buyers outsource their shortlist to AI agents.

68%

use AI as their primary discovery engine, not Google.

80%

of decisions are made before the first sales call.

Source: Wynter Research - How B2B SaaS CMOs Buy Software in 2026

The Problem

The Hidden Decision Layer You Don’t Control

Modern GTM and CRO means winning the AI verdict, then converting the primed buying committee.

You're Filtered Out Early

Wrong signals mean you get filtered out, misrepresented, or recommended for the wrong reasons.

Visibility Isn’t Pipeline

Getting recommended is only half the battle. Your buyers bounce if your site tells a different story than the AI.

Every Buyer Talks to AI

Inbound, outbound, referrals… the AI layer now shapes every single conversation and decision.

How We Fix It

Get Recommended by AI Agents. Then Convert the Human Buyer.

We close the gap between how AI shapes demand and how human buyers make decisions - so the full journey converts.

1. Simulate Real Buyers at Scale

Our proprietary BuyerSense AI™ runs 10,000+ sessions of your ICPs across ChatGPT, Gemini, Claude, and your site - revealing how you’re actually evaluated.

2. Decode Why AI Picks (or Rejects) You

We extract the hidden criteria, assumptions, and trade-offs AI agents are using - and the exact reasons models are biased toward your competitors.

3. Build the Buyer Context

We engineer the inputs AI reasoning uses to evaluate you, from product docs to community proof to comparison sources.

4. Convert AI-Primed Buyers

We make sure that when AI-primed buyers land on your site, every detail - from pricing to objections - validates the AI’s verdict.

5. Ship Agents That Compound

AI models shift constantly. Custom agents you own monitor reasoning decay, track pipeline impact, and compound every win.

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The Result: AI sends better-qualified buyers. Your website turns them into pipeline.

See Why AI Agents Choose Your Competitors

Get a free scan and see where your AI-to-pipeline funnel is leaking.

Get Your Free Scan →
Why Work With Us

Trusted by 120+ Companies

“For over a decade, I’ve optimized buyer journeys that helped generate $500M+ in client revenue. Now AI shapes who gets considered before buyers ever reach your site. Revensi builds the Buyer Context that gets you recommended, and the on-site flow that turns those buyers into pipeline.”
John Komarek
John Komarek
Founder at Revensi
$500M+

Extra Revenue Generated

10Y+

Buyer Journey Optimization

What Our Clients Say

Presence

“John has always been a rockstar. He quickly identified pain points in the existing journey, used data to prioritize improvements, and started us on our conversion optimization journey. He is smart, efficient, and fun to work with too!”

Katie Terrones
VP of Marketing at Presence
TelcoEdge

“We tried other teams and nobody could fix our funnel. The flow friction was killing conversion. John and his team came in and turned that friction into customer acquisition and real revenue. Total game changer.”

Yazan Saleh
CEO at TelcoEdge
Zigpoll

“John’s insights were right on the money. They quickly identified what was blocking conversions and helped me see how to turn complex user behavior into clear, actionable improvements. His feedback and ideas have been incredibly impactful.”

Jason Zigelbaum
Founder & CEO at Zigpoll
Adslux

“I’ve worked with John for more than 2 years and he’s my go-to for any conversion funnel optimization. He and his team always deliver great work with real results. Almost every fix became a winner driving performance improvements.”

Lucian Armasu
CEO at Adslux
Our Intelligence Layer
BuyerSense AI

Proprietary Buyer Intelligence

Most agencies guess. BuyerSense AI runs 10,000+ controlled buyer-journey simulations across major AI agents - revealing why you win or lose the verdict, and what your website must prove to turn primed buyers into pipeline.

Predictive Buyer Sandbox

A simulation environment that instantly predicts how any change to your messaging, pricing, or docs will impact your AI verdict.

Deep Reasoning Tracer

A token-level layer that exposes agent assumptions, competitor logic, confidence scores, and exact reasons you get filtered.

The AI-to-Website Bridge

An engine that translates raw AI reasoning into site-specific conversion requirements - closing the gap in your funnel.

Our Agent-Native Tools

Teach your AI agents to think like your buyers

Agent Skills

GitHub

/buyer-context

Twelve audits your coding agent runs to grade any site the way an AI buyer would.

$ npx skills add RevensiAI/buyer-context

CLI

GitHub

Scan from your terminal

An AI-buyer grade for any URL, straight from your terminal. No signup, no key.

$ npx revensi scan company.com
How We Compare

The New Standard for B2B Growth

Your buyer journey now starts in AI and converts on your website. Your growth strategy needs to connect both.

AI Agent Optimization(AEO)
Website Optimization(CRO)
Buyer Journey Focus
Methodology & Execution
Speed to Value
Deliverables
Traditional CRO
Not Covered
Slow & Manual
Bottom-funnel(Landing Pages)
Manual AB Testing
2-3 Months(Traffic Dependent)
Reports & Test Variations
AI Visibility / AEO
Visibility Tracking
Not Covered
Top-funnel(Search/Discovery)
Keywords & Content
3-6 Months(Legacy SEO Speeds)
Reports & Content Updates
REVENSI
Full AI Reasoning
High-Frequency Testing
End-to-End(AI → Pipeline)
Synthetic Buyer Simulations(BuyerSense AI™)
7 Days(AI Pre-Tests → Fast Wins)
Agents & Systems You Own

Find what’s breaking your AI-to-pipeline funnel

Get Your Free Scan →
Our Plans

Start With Clarity. Scale What Works.

First insights in 48 hours. First pipeline impact in 7 days - not months.

VerdictRecommendedContextPartnership

AI Verdict Expert Walkthrough

Find your AI funnel leaks

An AI expert walks you through exactly where you're losing the AI verdict - and 5-10 fixes you can act on this week.

$500One-time · Delivered in 48 hours

What's included

  • 15-page AI Verdict report
  • 30-min live walkthrough + Q&A
  • Your AI verdict vs. 8+ competitors across all major AI agents
  • 5+ persona deep dive - why you win or lose each recommendation
  • Positioning gaps between AI framing & your website
  • 5-10 highest-impact quick wins with exact action steps
  • 100% credited toward Buyer Context Build

What you get

The full picture of how AI evaluates you, why competitors are winning, and exactly what to fix this week.

Get Expert Walkthrough
Recommended

Buyer Context Build

We build your buyer-context system

We build the context AI agents and buyers need to trust your company, understand your value, and move into pipeline.

From $5kOne-time · Delivered in 2-3 weeks

What's included

  • Category-wide competitive intelligence & positioning strategy
  • 10,000+ BuyerSense AI™ simulations across all major agents
  • 3 custom agents you own (Buyer Context Refresh, Site Monitor, Verdict Tracker)
  • Buyer Context Architecture
  • Signal mining from sales calls, support logs & buyer surveys
  • Website conversion fixes
  • 90-day implementation plan tied to pipeline impact
  • 60-min strategy session + Q&A
  • 21-day Slack/email support

What you get

A buyer-context system plus custom agents you own, built so AI recommends you and buyers move into pipeline.

Let's Talk Fit →

May 18 cohort • 3 of 6 spots open

Growth Partnership

Ongoing AI-to-pipeline optimization

We become your AI-to-pipeline growth team - improving verdicts, conversion, and pipeline every month.

CustomScoped to your goals

What's included

  • Ongoing custom agent development as buyer signals, competitors, and AI behavior shift
  • Continuous AI verdict monitoring & instant alerts
  • Ongoing AI verdict, positioning, and conversion optimization
  • High-velocity CRO experimentation
  • Full implementation & execution
  • Weekly strategy sessions
  • Dedicated Slack/email support
  • Pipeline lift reporting

What you get

A managed growth system across AI reasoning and on-site conversion, run by our team and reinforced by custom agents.

Apply for Partnership

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Frequently Asked Questions

How is this different from AEO or GEO agencies?
We're not an AEO agency. AEO focuses on visibility, mentions, and citations. Revensi is a GTM + CRO partner for the AI-mediated buyer journey - helping you get recommended, chosen, and converted into pipeline.
How is this different from traditional CRO?
We practice modern GTM + CRO rebuilt for the AI buyer journey. Traditional CRO usually optimizes a narrow slice of the journey. We optimize how human and AI buyers evaluate you across every surface before, during, and after they hit your site - paid landing pages, AI-mediated discovery, on-site conversion, follow-up flows. CRO as a discipline, rebuilt for how buyers actually buy.
Is this only for traffic coming from AI tools?
No. Most buyers - outbound prospects, sales-led deals, referrals, and even investors - now runs your company through AI before they ever email you or visit your site. We optimize that hidden first step for all of them.
Does this only affect inbound demand?
No. AI affects both inbound and outbound. Your SDR sends a great email. The prospect asks ChatGPT, Gemini, or their embedded email assistant who you are, whether you’re credible, and how you compare. If the answer is weak, wrong, or competitor-framed, the deal can die before they ever reply.
How does BuyerSense AI actually work?
First, it runs thousands of real buyer queries across ChatGPT, Claude, Gemini, Perplexity, and more. Next, we trace every source, citation, and reasoning token to reveal exactly why you win or lose a recommendation, identifying any hidden gaps or hallucinations. Finally, we use Statistical Consistency Sampling to refine those insights into the highest-leverage fixes you can implement immediately.
What custom agents do you build, and what do I walk away owning?
Each engagement ships with multiple agents your team owns and operates. Common builds include a Buyer Context Refresh agent (keeps your context aligned as buyers and competitors shift), a Competitive Visibility Monitor (tracks how AI agents recommend you vs. competitors across queries), and an AI Verdict Drift Tracker (alerts you when how AI describes you changes, with the reasons why). The exact agents depend on your funnel, ICP, and competitive landscape.
How can you change what AI says if models update so rarely?
Modern AI agents don’t rely solely on old training data. They use live web search via RAG (Retrieval-Augmented Generation) before answering every buyer query. We optimize the exact live assets they pull from - your pricing pages, technical docs, and high-authority comparison sites. This means we can shift your AI narrative in days, not the months it takes for a new base model to drop.
How do you reverse-engineer AI agent behavior?
We use controlled environments and synthetic honeypot sites that let us watch exactly how different AI models browse, weigh content, follow links, and build their reasoning. This gives us token-level visibility into what actually influences their final recommendation.
What access do you need to get started?
None at the beginning. We can deliver a full AI verdict analysis using only public data. Later, optional access to your site, analytics, or surveys helps us test faster and prove bigger lifts.
Does this work for sales-assisted B2B funnels?
Absolutely. We make sure AI frames your product correctly before the sales conversation starts - so buyers show up pre-sold, with the right expectations, and far more likely to convert.
How quickly can we expect results?
You’ll get your first AI verdict report and quick-win recommendations within 48 hours. Visible improvements in AI recommendations often appear in under 7 days, with pipeline impact compounding weekly as we optimize both the AI layer and your website together.

Have more questions? Talk to us.

See Why AI Picks Your Competitors Over You

Uncover the hidden gaps in your AI-to-pipeline funnel

Enter your website URL (for example: yourcompany.com).

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