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Best AI to map attack surfaces

Discover exposed assets, identities, dependencies, and attack paths that create security risk. We reviewed 6 products from 6 companies on a 100-point evidence score. These 6 earned a place.

Updated Oct 20, 20266 products reviewed6 companies

Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.

  1. 1

    XBOW Autonomous Offensive Security Platform

    by XBOW

    XBOW discovers and chains vulnerabilities into validated attack paths. Named customer cases describe application and API inputs, exploit proofs, and remediation reports, establishing a concrete business workflow and attributable customer use.

    Best for business security teams mapping exploitable attack paths across applications and APIs

    Task fit
    40/40
    Adoption
    10/20
    Evidence
    11/15
    Pricing
    8/15
    Market fit
    10/10
  2. 2

    Unbound AI

    Explicit agent and MCP discovery, risk scoring, and enterprise audit workflows support eligibility. The attributable THG Ingenuity case supports actual product use under the supplied contract, without independently verifying outcomes.

    Best for enterprise security teams discovering AI coding agents and MCP servers and assessing developer-level riskFree planFrom $20/user/month

    Task fit
    30/40
    Adoption
    10/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  3. 3

    Internal Discovery Agent

    by Tolmo

    Offers exceptionally direct task coverage: a live graph discovering assets across cloud, code, CI, identity and data stores while inferring hidden dependencies.

    Best for security teams mapping internal assets and hidden dependencies

    Task fit
    39/40
    Adoption
    6/20
    Evidence
    12/15
    Pricing
    2/15
    Market fit
    10/10
  4. 4

    TrustAI

    Directly maps what agents can reach inside ERP systems and their blast radius, alongside permission-control and adversarial testing.

    Best for businesses assessing ERP-agent reach and blast radius

    Task fit
    34/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    2/15
    Market fit
    9/10
  5. 5

    Attack Surface Mapping

    by Corgea

    Explicit reachable-endpoint mapping tied to real vulnerabilities supports attack-surface discovery. The stated $0 price supports numeric pricing transparency, but missing plan limits prevent the highest score.

    Best for business security teams mapping reachable application endpoints to vulnerabilitiesFree plan

    Task fit
    30/40
    Adoption
    5/20
    Evidence
    8/15
    Pricing
    11/15
    Market fit
    8/10
  6. 6

    Attack Surface Management

    by Darktrace

    Explicit external asset discovery supports direct task fit within an AI cybersecurity offering for organizations. Concrete capabilities are described, but inputs, detailed outputs, operating workflow, and pricing are not supplied.

    Best for business security teams seeking external attack-surface asset discovery

    Task fit
    30/40
    Adoption
    5/20
    Evidence
    8/15
    Pricing
    0/15
    Market fit
    8/10

We reviewed 6 candidate products from 6 companies and published 6 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.