TIER A BLUEPRINT

Content Virality Predictor

Predict which draft will perform best - before you post. Calibrated on your audience, not influencer folklore.

from €1,290

THURSDAY SLOT - 3 DRAFTS · 1 GETS PUBLISHED

Variants - predicted lift vs your baseline

VARIANT A · case studyHOLD - next week

"Kaip sutaupėme klientui 40% logistikos kaštų…"

+12% · P10 −4% · P90 +28%

VARIANT B · mistakes hook★ EARNS THE SLOT

"3 klaidos, kurias daro 9 iš 10 e-shopų…"

+34% · P10 +18% · P90 +52%

VARIANT C · announcement⛔ KILL - burns the slot

"Džiaugiamės pranešti, kad mūsų įmonė…"

−22% · P10 −35% · P90 −8%

−40%baseline+60%

Slot decision

PUBLISH B · ranked, with intervals

best window ▸ Thu 18:30 ±45 min · your audience's curve

official API data ✓ calibration 30d: 87% ✓ AI-disclosure check ✓

🟡 HUMAN PUBLISHES - the model ranks, you decide the slot. No auto-posting.

month ▸ 41 drafts scored · 9 killed pre-publish · predicted-vs-actual reviewed ⛓

How it works

Learn your baseline

12 months of your account history via official APIs - what your audience rewards, by format, hook type, time and topic. Your data, not someone's course.

Score variants, not vibes

Hook, structure, thumbnail, length - embedded and ranked against your baseline. Relative lift with P10-P90 intervals, never an absolute "virality score".

The best draft earns the slot

Ranked variants plus your audience's timing curve. Bottom-decile drafts get flagged to kill - a bad post doesn't just flop, it burns reach.

Reality recalibrates

Every published post feeds back. When the platform shifts its algorithm, calibration decays visibly and we flag it - instead of quietly guessing.

The Four Guarantees™ - this build

Measured value

~15-25% engagement uplift on the same content spend at reference volume - the agreed number (conservative), reviewed against actuals monthly.

Defensible

Own-account data via official platform APIs only - no scraping, no pods; every score explainable by feature; Art. 50 AI-disclosure awareness built in.

Self-correcting

Published results recalibrate the model continuously; algorithm shifts surface as visible calibration decay, alerted - not hidden.

Yours & everywhere

Your accounts, your cloud, full source. MCP endpoint - your content copilots score drafts inline while writing.

The number, sized honestly

Reference buyer: Lithuanian or Baltic agency, brand or media team publishing 20-100 pieces a month across LinkedIn, FB/IG, TikTok and YouTube.

~15-25% engagement uplift, same spend - the agreed number (conservative)

P10-P90 every prediction ships as an interval vs your baseline

~1 in 5 drafts killed pre-publish - the quiet win

~2-3 mo payback at the PoC tier

Three ways to own it

Tier	What you get	Price
Scaffolding ★	The full repo - draft embedding + feature pipeline, ranking model, calibration harness, MCP server. Reference run on public engagement data.	€1,290
PoC ★★RECOMMENDED	Calibrated on your 12-month account history - rank correlation and interval coverage measured on held-out months. Code + quality report yours. No guarantee - the feed doesn't sign contracts.	from €3,900
Implementation ★★★	Production: scoring inside your drafting workflow, continuous recalibration from published results, algorithm-shift alerts, monthly predicted-vs-actual report - the agreed number (conservative) attaches here.	from €12,000

★ = engagement depth. PoC is the recommended path: quality proven on your data before production money. The PoC carries no performance guarantee by design; the agreed number (conservative) attaches at Implementation, informed by the PoC report.

What we don't promise

We don't promise virality - nobody controls the feed. We promise a calibrated ranking of your drafts against your own baseline, intervals included, and a monthly predicted-vs-actual report. Accounts posting fewer than ~20 pieces a month don't have enough history for honest per-account calibration - we say that upfront instead of inventing a score. And when a platform changes its algorithm, our calibration decays in the open, with an alert - not in silence.

Ready to see your own number?

Request the build: within 48h you get a personal reply with the value sized to your volume.

No commitment · reply within 48h · your data stays in the EU