Two practices. Six engagements. One discipline.
Everything here runs on the same rule: establish what is true before deciding what to say, and decline the work when the evidence will not support the claim. Start with whichever question is actually in front of you.
Be the company the model names.
For companies that will be chosen or skipped on the strength of how they are described. We decide what should be said about you and build the evidence that makes a machine say it.
Make one workflow provably worth it.
For established businesses where a repeating workflow is quietly losing money. We establish the baseline, implement inside the systems you already run, measure the difference in 30 days, and then keep it working.
Every engagement, in one place.
Positioning & Category Creation
Decide the sentence. Make it true. Make it only true of you.
AI Search Visibility Audit
Read the sentence models produce about you today — and where it came from.
Market & Opportunity Mapping
Find the market where demand is large and the recommendation is still unclaimed.
AI Marketing Intelligence
Separate the activity that fills dashboards from the influence that moves revenue.
AI Implementation & Operations
One workflow. A baseline before we build. A measured result in 30 days.
Marketing Evaluation & Reliability
AI scales content. It scales mistakes at the same speed.
If you are not sure which one.
Most engagements begin the same way regardless of where they end up, because the finding usually reorders the priorities.
Start with the visibility audit
You suspect you are absent from answers where competitors appear. Reading the sentence tells you whether the problem is legibility, claim or corroboration — and those have completely different fixes.
Start with positioning
You are visible but interchangeable. The audit will confirm it in a day; the work is the claim, and no amount of technical tidying substitutes for making that decision.
Start with implementation
A different question entirely, and a different conversation. One workflow, a baseline taken before anything is built, a measured result at 30 days, and an honest answer about whether to continue.
Questions buyers ask a model before they ask a firm.
Not sure which engagement fits?
Tell us the question in front of your leadership team. We come back with an honest read on whether we can help, and which of these would earn its keep first.
The first call is complimentary — and the finding is yours to keep.