AI engines do not rank websites. They recognize entities.
ChatGPT, Perplexity, and Claude build internal maps of who is an authority on what. If your business is a weak entity in those maps, no amount of on-page keyword work will get you cited.
Map Your Entity Authority GapsKey benefits
The engines know who you are
AI systems pin down your brand and your products, along with the subjects you are expert in, so they stop confusing you with a competitor down the street.
A real spot in the knowledge graph
Your brand holds a defined place in Google's Knowledge Graph and in Wikidata, and from there in the entity stores the major LLMs build.
Your owner counts as an authority
The engines treat your founder or lead as a known expert, which lifts the standing of everything published under their name.
Our process
- 01
Entity Audit & Gap Analysis
We map how the AI engines, Google Knowledge Graph, and Wikidata describe your brand today, and flag where they are wrong or silent.
- 02
Knowledge Graph Fortification
We build out your standing in Google Knowledge Graph, Wikidata, and the other databases the LLMs lean on.
- 03
On-Site Entity Architecture
We ship entity-rich structured data that names your brand and your products, along with the people behind them, as distinct things the engine can tell apart.
- 04
Cross-Platform Entity Consistency
We make your details match everywhere an AI engine might check: across directories and databases, on social profiles, and on the industry sites that matter in your field.
- 05
Authority Signal Monitoring
We watch how the engines describe you over time and shore up the weak signals as the models get updated.
Knowledge panel accuracy from 40% to 98%
We cleaned up the wrong attributions and filled the gaps in the knowledge panel for a technology brand.
5x increase in LLM entity recognition
Once the entity work landed, the major LLMs named the client in their category five times as often, and got the details right.
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Explore related solutions
LLM Citation Strategy
A systematic plan to get your business mentioned by name when ChatGPT, Perplexity, Claude, and Google AI Overviews answer the questions buyers in your area are actually asking.
AEO Content Design
The same insights, built in two structural layers: the human layer reads well, and the AI layer underneath ships clean schema, definitional opening paragraphs, and citation-ready claim-evidence pairs.
Answer Engine Optimization
Answer Engine Optimization is the actual technical work that gets your business mentioned by name when ChatGPT, Perplexity, Claude, and Google AI Overviews answer the questions your customers ask.
Industries that ship this
Dentists
Dental practices sites with Dentist schema.
Lawyers
Law firms sites with LegalService schema.
Accountants and CPAs
Accounting firms sites with AccountingService schema.
Real Estate
Real estate agents and developers sites with RealEstateAgent schema.
Custom AV Installers
AV installers sites with LocalBusiness schema.
Custom Home Builders
Custom builders sites with HomeBuilder schema.
Industry sources we cite.
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We rebuild small business websites for AI search and keep them ranked monthly. The audit is free, the proposal comes in below your current spend, and the work is verifiable on four live case studies.