Services

Four ways to make your reputation and your visibility measurable, steerable, and defensible.

From a 90-day evidence sprint to ongoing semantic steering — built on a system that is live in real B2B mandates today, not on slideware.

Join the waitlist

Sentiment Analysis

Multi-axis rather than a single polarity score — tone, confidence and commercial framing can point in different directions on the same mention.

Brand Reputation Risk

Hallucinated claims, negated mentions, phantom citations and sentiment drift — scored by exposure, not by anecdote.

LLM Benchmark Visibility Score

Where you stand against a defined peer set across models, prompts and buyer situations — tracked over time.

Lead Scoring

Which signals actually precede qualified pipeline, and which only correlate with traffic.

Our process

How we work

A short-cycle process that turns semantic ambiguity into prioritized intervention — with visible early evidence on what actually moved the needle, not what looked good in a dashboard.

This is not a methodology deck. It is a running system.

Most consulting in this space sells frameworks. We operate an engine. SIM — our Semantic Intelligence system — is currently in productive use across three live B2B mandates in the DACH market, in demanding and in part regulated environments. It is not a pilot and not a demo: every capability below is in operation today, producing decisions and measured outcomes for real clients.

Semantic Intelligence

Measurement of information situations, content functions, page roles, and semantic fit.

Empirical Evidence

Proprietary data, competitive comparison and observed evidence instead of intuition.

Decision Systems

Translating complexity into prioritization, intervention logic, and better decisions.

External Resonance

LLM, AIO and AI Mode for resonance observation and as validation layer.

Semantic Inventory

Every page classified by information situation, content function, and page role. The full communication estate becomes addressable — not as URLs, but as answers to buyer questions.

Empirical Evidence

Structured observation of how ChatGPT, Claude, Gemini and Perplexity actually answer your market's questions — who gets cited, who gets recommended, and where you appear. Continuously, not as a one-off audit.

Causal impact validation

Interventions are measured against control groups in a difference-in-differences design. We separate what worked from what merely happened — including the honest finding when a measure did not work. Decision-grade prioritization

Decision-grade prioritization

Findings translate into a ranked intervention backlog with thesis, scope and expected indicator movement. Budget allocation stops being a matter of taste.

Strategic diagnostics

When data becomes noise budget allocation is random

In complex B2B markets, performance rarely breaks for one simple reason.

Visibility, content, buyer-journey friction, brand, trust, information architecture, qualification and commercial fit interact in ways standard dashboards do not explain.

Without a rigorous diagnostic model, the data becomes noise. Correlations are mistaken for causes. Activity is mistaken for progress. And budgets continue to flow into measures whose commercial impact remains unproven.

That is usually the point where more activity stops helping — and better diagnosis becomes critical.

Semantic Intelligence for complex B2B markets

Discuss your situation

How I work

Discuss your situation

How I work

Build control where complexity creates noise.

We help leadership teams make content, search, and AI visibility more measurable, more controllable, and more commercially relevant.
For advisory firms, complex service providers, and demanding B2B environments where generic SEO, standard content marketing, and dashboard theater are not enough.

Semantic Intelligence for complex B2B markets

Discuss your situation

How I work

Discuss your situation

How I work

Build control where complexity creates noise.

We help leadership teams make content, search, and AI visibility more measurable, more controllable, and more commercially relevant.
For advisory firms, complex service providers, and demanding B2B environments where generic SEO, standard content marketing, and dashboard theater are not enough.