How we work

    Three phases. Compounding outcomes.

    A repeatable methodology refined across hundreds of engagements - designed to deliver verified visibility lift in 90 days and compound from there.

    The process in motion

    From benchmark to compounding moat — watch it run.

    01
    Benchmark
    Weeks 1–2
    02
    Engineer
    Weeks 3–12
    03
    Compound
    Months 4+
    benchmark.llm
    Live operation
    Phase 01 · 1 / 3
    Deliverables shipping
    • Prompt map
    • Big Four scan
    • Competitor share
    • 90-day plan
    Trusted by
    Disney+
    American Express
    Upwork
    ToolsGroup
    Unbiased
    PetSmart
    Taylor Rose
    JGA Recruitment
    Augustinus Bader
    01

    Benchmark

    Weeks 1–2

    We map your category prompts and capture a verified baseline across the major AI platforms like ChatGPT. You see, in concrete numbers, where you sit today vs. every named competitor.

    • Senior strategist interviews your team to extract the prompts that map to revenue.
    • We run those prompts across ChatGPT, Claude, Gemini and Perplexity at scale.
    • Every result is logged, scored and benchmarked against named competitors.
    • You receive a board-grade report and a prioritized plan within 14 days.
    Deliverables
    • Prompt map (50–500 prompts)
    • Visibility benchmark across ChatGPT, Claude, Gemini & Perplexity
    • Competitor share-of-voice
    • 90-day strategic plan
    02

    Engineer

    Weeks 3–12

    Answer-first pages, structured data, off-page citations, entity work and our proprietary prompt engineering - every asset and every signal tied to a tracked prompt. Senior strategists own delivery; nothing is outsourced offshore.

    • We sequence content drops by prompt-cluster value, not by keyword volume.
    • Every page ships with structured data, internal linking and entity reinforcement.
    • Our proprietary prompt engineering system sends structured signals at scale across ChatGPT, Claude, Gemini and Perplexity - training the AI to associate you with your category.
    • Off-page authority work runs in parallel: citations, listicles, Reddit corroboration.
    • Compliance review is built into the workflow for regulated sectors.
    Deliverables
    • Editorial content drops
    • Schema & technical AEO fixes
    • Citation & listicle placements
    • Proprietary prompt engineering at scale
    • Reddit & community presence
    03

    Compound

    Months 4+

    Weekly tracking, weekly content shipping, quarterly authority pushes. First-mover advantage compounds; we double down on the prompts where you've taken the lead.

    • We track every tracked prompt weekly and report on movement and competitor shifts.
    • Content ships weekly once the strategy and technical groundwork is in place.
    • Each month we deliver a board-ready performance report.
    • Each quarter we run an authority push: PR, listicle outreach, deep entity work.
    • Prompt coverage widens as your category expands - your moat compounds with it.
    Deliverables
    • Weekly Big Four tracking
    • Weekly content shipping
    • Monthly board-grade report
    • Quarterly authority push
    • Continuous prompt expansion
    Principles

    Seven things we don't compromise on.

    Prompt-led, not keyword-led

    We start from the questions buyers actually ask AI, not from a Google keyword tool. Every asset traces back to a tracked prompt.

    Proprietary prompt engineering

    We train AI on you - at scale. Our proprietary system sends structured signals across ChatGPT, Claude, Gemini and Perplexity so the models learn to associate you with your category.

    Editorial seriousness

    Content is written by humans who could publish under their own byline. AI assists; it does not author. Citations, sources and structured data are non-negotiable.

    Off-page parity

    On-page work alone won't move LLMs. We treat citations, listicles, Reddit and entity corroboration as first-class deliverables, not afterthoughts.

    Weekly cadence

    AI visibility moves faster than SEO. We track weekly, report monthly, and respond to competitor moves in days - not quarters.

    Senior-led delivery

    The person on your call is the person doing the work. Nothing is offshored. Nothing is delegated to a junior team you've never met.

    Tied to revenue

    Every report ties prompt visibility to enquiry volume, MQLs, or pipeline. We don't ship vanity metrics.

    Typical 90-day timeline

    What the first quarter looks like.

    Week 1
    Kickoff, prompt extraction workshop, competitor list locked.
    Week 2
    Big Four scan complete. Benchmark report and 90-day plan delivered.
    Weeks 3-4
    Strategy lock-in, schema and technical fixes live, first cornerstone content drafted.
    Weeks 5+
    Weekly content cadence kicks in. Off-page push starts: citations, Reddit, listicle placements.
    Weeks 9-12
    Weekly content continues. First measurable visibility lift in tracking.
    Month 4+
    Weekly content + reporting cadence. Quarterly authority pushes layer on top.