Vladyslav Hoshovsky

B2B SaaS Revenue Architect

GTM Architecture & Unit Economics

[Vladyslav Hoshovsky @hoshovskyii]

I architect the user paths required for outsized valuation multiples in B2B SaaS

A market-defining product demands structural GTM physics. I engineer frictionless PQL layers, intent capture, and retention logic to bridge the gap between software and capital

[Vladyslav Hoshovsky @hoshovskyii]

90% of Enterprise AI startups today are selling "zero-touch automation" on their homepage, backed by a legal architecture that forces your team to manually verify every single AI execution. They sell the magic, you hold the liability

[Vladyslav Hoshovsky @hoshovskyii]

The AI inference tax is quietly destroying B2B SaaS margins. I audited an enterprise AI platform where flat-rate pricing drove power users to a -14% margin, structurally disqualifying their Series A.

Full case, margin deltas & transition mechanics in the comments.

[Vladyslav Hoshovsky @hoshovskyii]

@vweekk_ Hi, we need to align on the LaunchIt deployment. Route a DM to coordinate

[Vladyslav Hoshovsky @hoshovskyii]

Worked with Series A B2B SaaS ($8M ARR). Pipeline velocity was exposed by severe MQL-to-SQL friction (11%). Recalibrated qualification frameworks and neutralized top-of-funnel noise. Conversion stabilized at 19%, compressing CAC payback by 4 months

[Vladyslav Hoshovsky @hoshovskyii]

AI SaaS growth isn't the bottleneck. Margins are

In 2026, LLM inference isn't an infrastructure expense, it's your primary COGS. Legacy flat-rate pricing triggers Revenue-Negative scaling

Stop subsidizing compute. Architect your margins with Outcome-Based pricing

[Vladyslav Hoshovsky @hoshovskyii]

Build in Public is a peer-validation loop, not a strategy

Broadcasting your roadmap erodes your moat and attracts competitors. Engagement from non-buyers is a false positive that destroys your LTV:CAC

Shift from vanity audience building to a value-capture architecture

[Vladyslav Hoshovsky @hoshovskyii]

Unlimited AI pricing isn't a feature, it's a margin collapse bomb

Fixed subs against variable COGS is financial sabotage
As power users scale, your unit economics implode

Shift to outcome based architecture or watch your SaaS become a low margin utility

[Vladyslav Hoshovsky @hoshovskyii]

Your free tool isn't marketing. It's a revenue loss

If you distribute high value SaaS assets (calculators, templates) without a native capture, you aren't generating leads

You're just acquiring users who consume the value and bounce

[Vladyslav Hoshovsky @hoshovskyii]

@NamanBansal0611 The real YC filter is surviving the IKEA assembly phase

[Vladyslav Hoshovsky @hoshovskyii]

@venkatofl Great, but ironically, your email on unosend is broken. I tried sending a structural breakdown of your conversion architecture that improve many aspects like LTV:CAC, ARR etc, but your emails bounce with errors. Ironic for an email startup🥲

[Vladyslav Hoshovsky @hoshovskyii]

@ajuzie_favour I help B2B SaaS teams fix their unit economics and restructure conversion paths. Basically, I make sure the tech you build actually scales without burning the budget. Free to connect!

[Vladyslav Hoshovsky @hoshovskyii]

@TTrimoreau hey Thomas, check dm when you have a sec

[Vladyslav Hoshovsky @hoshovskyii]

@arthuryuzbashew @mediafa_st project hail mary is absolute peak

[Vladyslav Hoshovsky @hoshovskyii]

@venkatofl Uno AI is an impressive leap, but there's a structural mismatch in how intent is captured across the platform. We need to talk about the misalignment in your conversion logic. Check your site's email for the details when you have a sec😅

[Vladyslav Hoshovsky @hoshovskyii]

@alexabelonix Hey Alexa, reached out on TG regarding those LTV:CAC notes. Assuming priorities shifted for now. Let's circle back whenever you have a window. Cheers!

[Vladyslav Hoshovsky @hoshovskyii]

100 sign-ups, $0 revenue

This is the PLG trap. If your free tier gives away the "wow-moment" your paywall acts as an exit sign for the user

Praise from non-paying users is often just false signals

[Vladyslav Hoshovsky @hoshovskyii]

Stop pouring water into a shattered glass

Scaling outbound into a 3.8% conversion rate is just a polite term for burning your runway. If 96% of intent leaks on arrival, more leads won't save the math, you need to fix the user's structural logic path first

[Vladyslav Hoshovsky @hoshovskyii]

@pentaclay hey, Erfan! Insane level of detail for 45 mins. Just dropped some structural notes to your hello pentaclay email regarding the Pentaclay conversion architecture. Check it out when you have a sec

[Vladyslav Hoshovsky @hoshovskyii]

All the deep architecture, code, and path logic we build exists for just one second: the exact moment a user realizes, "this actually solves my problem"