The LatticeOcean Intelligence System
Five layers built to remove opinion and replace it with structural measurement.
Citation Landscape Scanner
We extract real, live citations from AI answer engines such as Perplexity, Gemini, and ChatGPT.
You see:
- • The exact URLs being cited
- • The format of those documents
- • The vendor entities appearing inside answers
- • The structural patterns repeated across the cluster
This is not scraped rankings data.
This is the actual citation surface influencing buying decisions.
Structural Displacement Engine
We structurally analyze the top cited documents and model the cluster shape.
We measure:
- • Required word range
- • Heading density
- • Table presence
- • List structure
- • Vendor coverage depth
Then we compute the structural gap between your page and the cluster model.
You do not get “improve content” advice.
You get measurable displacement distance.
Feasibility Classifier
Not every query is winnable.
We classify each query into one of three states:
Vendor Displaceable
You can qualify by adapting structure and vendor coverage.
Aggregator Dominant
AI answers rely heavily on platforms such as G2 or Capterra. Organic page optimization alone will not break through.
Structurally Unstable
The citation cluster lacks consistency. High volatility. Higher displacement risk.
This prevents teams from allocating resources to structurally unwinnable battles.
Blueprint Interpreter
We convert cluster math into an execution contract.
You receive bounded constraints such as:
- • Required vendor count
- • Section range
- • Structural format expectations
- • Word boundaries
- • Mandatory comparison tables
No vague best practices.
Only structural requirements tied directly to the live citation cluster.
Constraint Locked Draft Engine
If your path requires a new comparison or pillar asset, we generate it within strict structural limits.
The output:
- • Matches required format
- • Respects structural boundaries
- • Includes only validated vendor entities
- • Aligns with cluster expectations
No generic AI copy. No structural drift. No filler.
Everything is confined to the execution contract.
What This Means for Growth Teams
You stop guessing what AI might cite.
You know:
- • Whether the cluster is winnable
- • How far you are from eligibility
- • What exact structural changes are required
- • When to pivot to off site strategy
This is how you protect revenue inside AI answers.