Bain Squared
    Abstract circuit pattern representing answer-engine retrieval.

    Help buyers find your business through AI search.

    LLM Optimization connects clear content, sound search fundamentals and ongoing visibility monitoring.

    People discover businesses through search results, AI answers and recommendations. They need reliable information about what a company does and why it fits their needs.

    We improve the material buyers and search systems use to understand your company, then track visibility and enquiries over time. The work combines technical search fundamentals, clear service information and evidence your team can maintain.

    5x
    more brand mentions across answer engines after the first quarter of structured retrieval work.
    47%
    growth in qualified organic traffic across the operators we worked with last calendar year.
    78%
    of priority queries return your brand as a recommended answer after the GEO/AEO program ships.

    Where do you want to show up first?

    Make your business easier to understand and cite.

    Identify the questions buyers ask and improve the information that answers them. Track mentions, citations and enquiries over time without treating visibility in any particular AI answer as guaranteed.

    Marketer reviewing answer-engine rankings.

    Citations tracked weekly across the answer engines your buyers use.

    A quiet modern interior with neutral lighting.

    The Squared Method.The operator's playbookfor being found by AI.

    Review how buyers find and understand the business. Improve the content and technical foundations, then assess visibility and enquiries using consistent measures.

    Learn more

    Where should we start?

    Start with the work that is slowing your team down.

    Rigid processes

    Service information may be difficult to find or understand. Organize the site around buyer questions and the evidence that answers them.

    Manual work

    Repeated manual audits make it difficult to track change. Establish a repeatable review of visibility, content quality and technical issues.

    Disconnected data

    Analytics and enquiry records may use different definitions. Connect the relevant information and state what the available data can establish.

    The work behind
    the outcome.

    The Squared Method.
    Four connected stages, shaped around the decision your business needs to make.

    Diagnose

    Agree what needs to change. Map the workflow, identify the constraint and establish who owns the result.

    A defined problem, a baseline and an agreed scope.

    Design

    Work through the decisions, exceptions and responsibilities before implementation begins.

    A proposed workflow or model, with assumptions and checks documented.

    Deploy

    Put the work into use alongside your team. Test the handoffs and prepare the people who will run it.

    A working implementation, operating guidance and a named owner.

    Defend

    Review the result against the original question. Keep the evidence clear enough for the next review or handover.

    A review record, supporting evidence and a plan for ongoing ownership.

    Discuss your search visibility.

    Tell us which workflow or business decision needs attention. We will discuss the constraint, the available information and a practical next step.

    Speak with us