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    The AI Visibility Engine
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    The AI Visibility Engine

    Be the answer AI trusts.

    See how AI represents your brand. Fix the signals holding it back. Measure the difference across ChatGPT, Claude, Gemini, and Perplexity.

    Get your free score
    Free AI Visibility Score
    No signup required

    Enter your domain. We crawl your pages and ask ChatGPT, Claude, Gemini and Perplexity about your category — then score how visible you are.

    Free sample: up to 8 pages and 4 buyer prompts per model. AI outputs vary; results do not guarantee future mentions.
    The market shift

    Discovery changed. Your strategy must change with it.

    Your customers no longer search only for links. They ask AI systems to explain markets, compare options, and recommend whom to trust — often before they ever visit a website.

    AI did not kill the web. It changed what the web must do. Your website, structured data, content, entities, and citations now help machines decide how to represent your brand.
    How it works

    Measure. Fix. Prove.

    01

    Measure

    A baseline scan within 7 days: CRI™ and KSM scores with pillar breakdown, plus per-engine citation tracking across ChatGPT, Claude, Gemini, and Perplexity.

    02

    Fix

    Architecture and entity remediation: schema, structured content, and citation development — every asset passes a pre-publish quality gate. Earned, never bought.

    03

    Prove

    A weekly delivery Loop and a monthly re-score on an unchanged query set connect every change to measured movement.

    The outcome ladder

    Represented first. Visibility and recommendation follow trust.

    Improve accurate representation first. Visibility and recommendation follow trust.

    Represented→Visible→Trusted→Recommended
    Product proof

    Evidence, not adjectives.

    Every engagement starts from a baseline and reports change with its methodology: models tested, prompt scope, repetitions, and known limitations.

    Informed by the KSM Model™

    KSM™ (Knowledge Structuring Model) is a trademark cited by Dr. Anthony Q. Bowen — ksmmodel.ai

    Before → After
    MeasureBaselinePeriod 2Change
    Representation accuracy42%61%+19 pts
    Brand-mention coverage25%78%+53 pts
    Citation of owned sources3 of 209 of 20+6
    Tracked 20-question prompt set, repeated on four supported models, Mar vs Jun 2026. AI outputs vary; this result does not guarantee future mentions, recommendations, traffic, or sales.
    Programs

    One methodology. A ladder from $47 a month to enterprise.

    Every engagement begins with a free AI Visibility Score. One additional shortlist appearance per month pays for the year.

    Entry · Self-serve

    Head Start

    For realtors, artists, and early SaaS teams
    A self-serve starting point that makes your brand legible to AI systems, with an automated path to upgrade.
    What you get
    • AI-visibility starter page for your brand
    • Entity setup and baseline schema
    • AI Visibility Score with monthly re-scan
    • Automated upgrade path into Foundation
    Pricing
    From$47/mo
    Realtor and artist editions: $47/mo + $600 setup. SaaS edition: $97/mo + $3,000 setup.
    Tier 3

    Foundation

    For solo professionals, artists, small brokerages, and early-stage SaaS
    A measured baseline and the structural fixes that make you legible — reported every month.
    What you get
    • Baseline scan across four models: CRI™ and KSM scores
    • Blueprint: a published 90-day plan
    • AI-visibility page, schema and entity cleanup
    • Monthly report and re-scan
    • Up to 4 gated assets per month
    Pricing
    $799/mo
    Plus $1,500 one-time setup, covering the baseline scan and Blueprint.
    Tier 2 · Primary program

    Managed Circuit

    For B2B SaaS teams, $1M–$20M ARR, marketing team of 1–5
    The full four-phase Circuit, run on a weekly Loop, for teams whose deals are decided on AI shortlists.
    What you get
    • Full Circuit: baseline → blueprint → build → broadcast
    • Weekly Loop with a 30-minute call
    • Per-engine citation tracking across four models
    • Monthly re-score on an unchanged query set
    • Up to 8 gated assets per month
    Pricing
    $1,200–$2,500/mo
    Plus $2,500 one-time setup. Scope set at the scoping call.
    Tier 1 · Enterprise

    Category Program

    For $20M+ revenue, multi-product, multi-market organizations
    Enterprise AI Visibility with governance, board-level reporting, and a principal at the table.
    What you get
    • Multi-workspace measurement
    • Executive and board reporting
    • Quarterly strategy sessions with the principal
    • Governance documentation
    • Gated assets unlimited within scope
    Pricing
    $8,000–$15,000/mo
    12-month term. Category exclusivity available at a premium.

    Brokerages and franchisors: the Firm Plan covers every agent under one relationship, from $1,200/month. Agencies and platforms: metered cri-api and ksm-api access. We do not control model output and never guarantee mentions, citations, or rankings.

    Responsible claims

    What we can influence — and what we cannot control.

    We strengthen the technical structure, content, entities, and citations AI systems can understand and trust. We do not control frontier models, and we never guarantee a mention, citation, or recommendation. Our word is the non-negotiable value.

    Powered by Muse Platforms

    Ten years. Enterprise stacks. Now, AI visibility.

    Ask Hercules is powered by Muse Platforms, an AI-native digital experience and marketing technology company founded in 2015 — ten years and twenty-plus enterprise brands inside the Adobe, Oracle, and Epsilon stacks. Where you run a marketing suite, we implement and measure on top of it; where you cannot afford one, we are the whole answer.

    Find out how AI sees your brand.

    Every engagement begins with a free AI Visibility Score — evidence first, then a plan.