AI search optimization services for B2B SaaS and AI-native companies
Be the answer AI gives your buyers.
Buyers ask AI which tools to shortlist. We make every engine recommend you, accurately, and shape what it says next.
From Series A to category leaders
Your buyers are asking AI before they ask you.
AI compares a few vendors in your category and recommends one, usually a competitor. The deal is decided before anyone reaches your site, so you never see it.
We make YOU the answer.
Based on reviews and recent coverage, a few established tools lead this category. Most buyers shortlist straight from this answer, before they ever reach your site.
What changes when AI recommends you
Our north star is organic growth that drives attributable revenue.
All within the first 8 months.
“Rafael and the team think about our pipeline like it’s their own.”
Everything in your AI Search engagement
One monthly engagement built to make every AI engine describe and recommend you, accurately.
Entity building
We make your brand an entity AI recognizes and trusts.
Answer accuracy
We fix the pricing and features AI gets wrong about you.
Competitive positioning
The signals that get you recommended ahead of rivals.
Narrative & sentiment
We shape how every engine describes you, not just whether.
AI Overview optimization
Winning Google's AI Overviews and the chat answer slots.
Monitoring & reporting
What AI says about you tracked every week: sentiment, accuracy and share of voice, plus the plan for what's next.
How we build your revenue engine
A proven system that makes your brand the answer on Google, inside AI, and across the platforms buyers trust before they buy.
ICP Mapping
We map your buyers and where they actually search: the queries they type into Google, the questions they ask AI, and the platforms they trust before talking to sales.


Growth Strategy
A prioritized roadmap, sequenced for compounding impact: what to build, what to fix, and what to amplify first, phase by phase rather than all at once.
Content Engineering
Content engineered into topic pillars that both rank on Google and get cited in ChatGPT, Perplexity and Gemini. Original data, extractable answers, technical SEO done properly.


Authority Building
Your original research, distributed across the platforms AI cites from: G2, Reddit, YouTube, LinkedIn, editorial. The third-party presence that turns content into authority.
Compounding Revenue
The engine keeps producing: revenue modeled per content pillar, compounding month over month as your rankings, AI citations and authority stack.

How we measure it
Four numbers, reported monthly, against the same prompt set every time.
Share of voice comes first: of the prompts that matter in your category, how many name you, and how many name each competitor. Then recommendation rate, which we classify in 4 tiers: Recommended, Cited, Mentioned, Absent. Moving a prompt from Absent to Mentioned means the evidence is landing; Mentioned to Recommended means the engines now trust it.
Sentiment and accuracy cover what the engines say once you appear: whether the description is current, whether the pricing is right, and whether the framing sells you or a rival. Citations get tracked too, but we treat them as a receipt of the work rather than the KPI, because the goal is influencing the answer, and revenue is the scoreboard that decides the plan.
Built for B2B SaaS and AI-native companies
Series A to Series C
B2B SaaS and AI-native companies, $2M–50M ARR, growing organic beyond Google.
Marketing and growth leaders
CMO, plus VPs and Heads of Marketing, Growth and Content.
Ranking on Google, not in the AI answer
Your SEO works. But when buyers ask AI, your competitors are the answer, not you.
One of five engines that compound together
Frequently asked questions
Let's build your revenue engine.
A 30-minute call where we build you a tailored roadmap.