STEP 01
Audit IQ
Data Quality
A business audit identifies what data you actually need. A technical audit ensures your pipeline delivers it cleanly — from GSC, GA4, Google Ads, and LinkedIn. Periodic execution enables continuous data governance.
01 — The Problem
Generative AI made execution faster.
Generative AI made execution faster.
It didn't make it smarter.
Companies are pointing generative AI at unstructured data and pressing go. The content ships faster. It ships cheaper. But faster execution of the wrong thing isn't a strategy — and without reliable attribution, no one can tell whether any of it is working.
The result is a familiar pattern: more output, less measurement, and a budget that keeps quietly leaking.
50–90%
Digital ad spend wasted
Less mature teams waste up to 90% of their digital ad spend. Even sophisticated organizations leak roughly half. Both are addressable — once you can see the leak.
02 — The Framework
Audit. Optimize. Automate.
Semantic Brain is a single application unifying three proprietary technologies. The full process can run autonomously, but sales and marketing teams can step in at any point to shape it — no data-science background required.
STEP 02
Semantic IQ
Optimization
Powered by BizML
· patent-pending The deliverable: deep diagnostic insights and prescriptive solutions — the optimization itself. The foundation: reliable attribution. A baseline is established at onboarding, then continuously scanned for signal across channels and campaigns. An LLM reasoning layer turns signal into diagnostics and prescriptions.
STEP 03
Gen AI
Automation
Generative AI for content creation and task execution — only now it's operating on clean data and verified attribution, not assumptions. The same Gen AI everyone else uses, applied with intelligence.
Integrates with Google Search Console GA4 Google Ads LinkedIn Read-only · revocable · no PII
Patent-pending
03 — The Engine BizML is what makes Semantic IQ possible.
BizML is Semantic Brain's patent-pending core. Its feature-engineering and selection methods improve prediction accuracy, reduce error rates, and — just as importantly — increase explainability for the humans who need to trust the output.
The technology was originally built for quantitative investing and trading: seven customers, more than fifteen production projects. We then embedded it into Semantic IQ to optimize marketing first, and sales next.
Semantic IQ is not possible without BizML. It's what turns raw data into signal — and signal into prescriptive insight.
+20%
Improvement in prediction accuracy
−50%
Reduction in error rates
15+
Production projects across 7 customers prior to marketing
04 — Who It's For
Built for teams that need outcomes, not just output.
One platform, four contexts. The framework adapts to how your organization actually sells — whether you're a B2B SaaS team trying to plug a leaky funnel or an agency moving from billable hours to results-based engagements.
For Agencies
Stop billing hours. Start billing outcomes.
Gen AI has commoditized content execution. Agencies that demonstrate measurable results — with attribution — win the next contract. Audit IQ also helps identify gaps and pipeline issues before onboarding, making it easier to prioritize and sell.
Read more For B2BLong cycles. Self-directed buyers. Where revenue leaks.
Business buyers spend only 6% of their time with any vendor, and 87% prefer to research independently before talking to sales. Analytics can pinpoint exactly where you're losing them — particularly in sales-heavy organizations that have underinvested in digital infrastructure.
Read more For B2CReal demographics. Real psychographics. Real behaviour.
Semantic IQ, working from Google data, identifies who your customers actually are and how they actually buy — rather than guessing. That means better segmentation, sharper targeted messaging across SEO, social, and paid, and significantly less wasted ad spend.
Read more For SaaSCompress activation. Embed intelligence in the product itself.
SaaS companies operate as B2B, B2C, or both — but they have two unique opportunities: streamlining sales and marketing during the critical first 30 days of app usage, and enhancing the product itself with Semantic IQ-powered dashboards, reports, or embedded intelligence.
Read more 05 — About
Engineers and mathematicians who solved for marketing and sales.
Semantic Brain is a Toronto-based analytics company. The leadership team has spent years building investing, marketing, and CRM applications. BizML — our patent-pending engine — was first deployed in the investment domain; we then applied it to marketing and sales.
We are not a creative agency. We don't ship content for the sake of it. We build the intelligence layer that makes content — and the Generative AI that produces it — actually work.
Get started
Book a demo. Free audit included.
Every demo includes a complimentary Audit IQ — a business and technical pass over your marketing data pipeline. You'll see exactly where the leak is and what it would take to close it, before any commitment.