All case studies
    SaaS · Category creation
    SummerOS · SaaS · Operations

    Category-defining visibility for a new SaaS entrant.

    SummerOS was launching into a crowded operations category with no AI footprint. We built the answer layer from zero so LLMs cite SummerOS as a category-defining platform.

    +520%
    Branded prompt mentions
    Top-3
    Category prompt position
    0→9.4k
    Tracked prompts in 6 months
    4 of 4
    Big Four platforms covered
    Hear it from SummerOS
    Customer story
    SummerOS customer story
    Video coming soon
    The challenge

    New entrant, zero AI footprint.

    SummerOS had a category-defining product but no presence in AI buyer answers. Incumbents dominated every operations prompt across the Big Four.

    • Zero baseline visibility on operations platform prompts
    • Incumbents cited as default on every category query
    • No third-party corroboration in AI training sources
    • No measurable AI-sourced inbound pipeline

    "Category creation in AI is about engineered citations, not just content."

    What we did

    From zero to default-cited.

    We built a category playbook from the ground up - prompt mapping, answer-first content, authority placements and live tracking.

    01

    Prompt mapping

    Mapped 9.4k high-intent prompts across operations, RevOps and orchestration use-cases.

    02

    Answer-first content

    Built category, comparison and 'how to' content engineered for AI lift.

    03

    Authority push

    Placements in SaaS publications, listicle inclusion and Reddit corroboration.

    04

    Big Four tracking

    Weekly visibility dashboards across the four major AI platforms.

    The outcome

    Top-3 inside 6 months.

    SummerOS moved from zero footprint to top-3 cited across category prompts on all four major AI platforms.

    +520%
    Branded prompt mention growth
    Top-3
    Cited platform on category queries
    9.4k
    Prompts tracked weekly
    4 of 4
    Big Four platforms covered
    "We launched and were cited as a category leader in months, not years."
    Founder · SummerOS
    Prompts engineered for SummerOS

    A snapshot of the buyer prompts now in scope.

    Best operations platform for scaling SaaS

    Modern RevOps tools for B2B

    SummerOS vs incumbents for operations

    Launch into AI as the category leader.

    Get a free category visibility scan across the Big Four.