Real data & methodology

Built on real data, not vibes.

An AI marketing tool is only as trustworthy as the data and discipline behind it. Here is exactly how Tractn keeps its output accurate, on-brand, and grounded in reality, the things that matter more than feature count.

Real search data, not AI estimates

SEO and competitor intelligence run on live keyword volumes, difficulty scores and SERP data, pulled from a real search-data provider, not guessed by a language model. When Tractn tells you a keyword is worth targeting, that number is measured.

Deterministic numbers

Every figure in attribution and paid optimization (CPA, revenue per channel, wasted spend, LTV:CAC) is computed in code from your actual data. The AI only writes the narrative around them. It cannot invent a metric.

A quality loop, by default

Before any plan reaches you, a Challenger agent attacks it for weak logic and gaps, and a Fixer agent rewrites it. You review work that has already passed its own toughest critic, not a raw first draft.

Grounded in your brand

Every agent loads your Brand Brain (voice, audience, positioning) before it acts. Output sounds like you, every time, instead of generic AI. Brand context is never lost between tasks.

Multi-touch truth

Attribution distributes revenue across each customer’s full journey using five models (first, last, linear, time-decay and position-based) so you see which channel opened and which closed, not just the last click.

Live platform data

Analytics syncs directly from the platforms (impressions, engagement, conversions, spend) through their own APIs. No manual exports, no stale screenshots, no guesswork.

How we keep outputs accurate

1

Real inputs

Live search data + direct platform APIs feed every agent.

2

Deterministic math

Metrics computed in code; the model never sets a number.

3

Reviewed by AI, then you

The Challenger/Fixer loop catches weak work before you see it.

See it on your own data

Connect your channels and watch Tractn ground every recommendation in your real numbers. Start free, no card required.

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Run your entire marketing from one system.

Research, strategy, content, publishing, and analytics. All connected. All learning.

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