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      "name": "Polar",
      "domain": "polar.sh",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Polar replaced its flat transaction fee with tiered Starter, Pro, Growth, and Scale plans, lowering rates at higher paid monthly tiers.",
          "source_url": "https://polar.sh"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Polar added Seats, Credits, and Discounts as dedicated billing primitives and product features.",
          "source_url": "https://polar.sh"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Polar Promoted Cost Insights from Beta to a generally available product feature.",
          "source_url": "https://polar.sh"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 82,
        "shipping_volume": 63,
        "raw_change_count": 11
      }
    },
    {
      "id": "019eb8d5-bd28-700d-8f21-90c63d9b5573",
      "name": "Rebilly",
      "domain": "rebilly.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Rebilly expanded payment coverage claims from 199+ to 215 gateways and from 167+ to 184 payment methods globally.",
          "source_url": "https://www.rebilly.com"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 18,
        "shipping_volume": 11,
        "raw_change_count": 1
      }
    },
    {
      "id": "019eb8d5-2a50-7039-9fd7-a25bde7edae7",
      "name": "Recurly",
      "domain": "recurly.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "IA",
          "category": "Integrations and APIs",
          "description": "Recurly added App Management but removed a broad set of payment, tax, data, retention, and marketing integration partners from its directory.",
          "source_url": "https://recurly.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Recurly introduced automated chargeback resolution, flexible bundling, full payment visibility, and unified revenue tracking.",
          "source_url": "https://recurly.com/release/"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Recurly expanded global payment capabilities with built-in local payment methods and improved authorization rates.",
          "source_url": "https://recurly.com/release/"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 61,
        "shipping_volume": 58,
        "raw_change_count": 9
      }
    },
    {
      "id": "019eb8d5-4727-7018-a24d-9b8fbe656d1d",
      "name": "Stax BILL",
      "domain": "staxbill.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Stax BILL added surcharging to pass credit card processing fees to customers, with no-fee debit option.",
          "source_url": "https://staxbill.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Stax BILL added account hierarchy with shared payment methods and unified invoicing.",
          "source_url": "https://staxbill.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Stax BILL added general ledger-backed accounting for financial management.",
          "source_url": "https://staxbill.com"
        }
      ],
      "movement": {
        "quadrant": "shipping_steadily",
        "novelty": 23,
        "shipping_volume": 55,
        "raw_change_count": 11
      }
    },
    {
      "id": "019eb8d7-65a8-7012-b7f0-f34c1bb6a894",
      "name": "Subscriptionflow",
      "domain": "subscriptionflow.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "IA",
          "category": "Integrations and APIs",
          "description": "Subscriptionflow added Webhook integrations, clarifying ecosystem fit for buyers evaluating workflow coverage.",
          "source_url": "https://www.subscriptionflow.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Subscriptionflow added self-service subscription tools to pause, skip, swap, or remove subscriptions and buy one-time, weekly, or monthly items.",
          "source_url": "https://www.subscriptionflow.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "SubscriptionFlow added a native Shopify subscription app with integrated checkout, multi-gateway recurring billing, and automated revenue recovery for commerce sellers.",
          "source_url": "https://www.subscriptionflow.com"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 45,
        "shipping_volume": 47,
        "raw_change_count": 8
      }
    },
    {
      "id": "019eb8d7-a21a-7017-96d9-2c82cc8e4d99",
      "name": "Pabbly",
      "domain": "pabbly.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Pabbly shifted subscription packaging toward single-payment bundle value, unlimited bundle-access promotion, and a 25% exit-intent discount with countdown urgency.",
          "source_url": "https://www.pabbly.com/subscriptions"
        }
      ],
      "movement": {
        "quadrant": "slow_burn",
        "novelty": 65,
        "shipping_volume": 21,
        "raw_change_count": 3
      }
    },
    {
      "id": "019eb8d6-cd7b-7026-91c0-a73c03f1a342",
      "name": "Salesforce",
      "domain": "salesforce.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Salesforce added an Agentforce Revenue Management impact section featuring Genius Sports’ opportunity-to-cash transformation, using customer proof to reinforce billing automation outcomes.",
          "source_url": "https://www.salesforce.com/sales/revenue-cloud-billing"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 15,
        "shipping_volume": 11,
        "raw_change_count": 1
      }
    },
    {
      "id": "019eb8d5-82ca-7013-8336-b93a11665f0f",
      "name": "Stripe",
      "domain": "stripe.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Stripe absorbed Metronome into Billing as a Stripe product and moved usage-based pricing, rate cards, and metering into a paid Metronome add-on.",
          "source_url": "https://stripe.com/billing"
        },
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Stripe reframed advanced automation as add-ons/automations, making premium workflow capabilities look more explicitly packaged.",
          "source_url": "https://stripe.com/billing"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Stripe Metering and data aggregation capacity reduced from 200,000 to 100,000 events per second.",
          "source_url": "https://stripe.com/billing"
        }
      ],
      "movement": {
        "quadrant": "slow_burn",
        "novelty": 85,
        "shipping_volume": 45,
        "raw_change_count": 7
      }
    },
    {
      "id": "019eb8d5-9fdb-7035-b0bd-3a31ac2ad6db",
      "name": "Younium",
      "domain": "younium.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "IA",
          "category": "Integrations and APIs",
          "description": "Younium added MCP integrations, clarifying ecosystem fit for buyers evaluating workflow coverage.",
          "source_url": "https://www.younium.com"
        },
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Younium rewrote bottom call-to-action from 'Product Showcase' video prompt to 'See every metric that drives growth' demo pitch.",
          "source_url": "https://www.younium.com/product/subscription-insights"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Younium added data residency clauses for EU (Europe) and US (United States).",
          "source_url": "https://www.younium.com"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 77,
        "shipping_volume": 90,
        "raw_change_count": 48
      }
    },
    {
      "id": "019eb8d6-36a5-7017-a84b-88b2360fef0a",
      "name": "Zenskar",
      "domain": "zenskar.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Zenskar moved from coming-soon AI toward operational agents, launching an Agents marketplace, Slack agent, and MCP connections for Claude, ChatGPT, and external tools.",
          "source_url": "https://www.zenskar.com/integrations"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 54,
        "shipping_volume": 79,
        "raw_change_count": 22
      }
    }
  ],
  "quiet_companies": [
    {
      "id": "019eb8d3-fc2a-702c-b1ac-aaff77e2ca71",
      "name": "BILLsby",
      "domain": "billsby.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb8d6-9109-7037-9acc-00b5dbbf8114",
      "name": "Digitalriver",
      "domain": "digitalriver.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb8d7-0ba8-7022-ab51-8ebfc4a4e666",
      "name": "Blulogix",
      "domain": "blulogix.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb8d7-47ee-700f-9050-65a292531364",
      "name": "Vindicia",
      "domain": "vindicia.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb8d5-dae3-7007-a2d6-d5a29a650351",
      "name": "Zuora",
      "domain": "zuora.com",
      "slug": null,
      "url": null,
      "data_url": null
    }
  ],
  "scoring": {
    "version": "v3-independent-novelty-density",
    "quadrants": {
      "top_left": "Shipping steadily",
      "top_right": "Making moves",
      "bottom_left": "Lying low",
      "bottom_right": "Slow burn"
    },
    "notes": "Scores are deterministic rank-normalized coordinates from quarter-window API changes. Shipping volume measures activity volume, source diversity, signal diversity, and materiality. Novelty is intentionally independent from volume: strategic/newness signal density, launch language, high-novelty signal mix, and materiality are dampened by raw change volume so routine high-volume movers can land in Shipping Steadily and selective strategic launches can land in Slow Burn. LLMs do not choose coordinates. V2 renders points in density-aware, spatially balanced highlight batches capped at 20 companies every three seconds; dense maps split into smaller batches when needed for readability."
  }
}