UI Prototyping

{
  "niche": "ui-prototyping",
  "parent_sector": "design-creative",
  "provider_type_pricing": {
    "slug": "ui-prototyping",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 20,
      "p25": 11.5,
      "p75": 31.34,
      "providers": 11
    },
    "by_provider_type": {
      "agent": {
        "median": 20,
        "p25": 11.25,
        "p75": 28,
        "providers": 10,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "sparse",
  "observed_node_count": 2,
  "adjacent_niches": [
    "illustration-generation-agent",
    "website-design-agent",
    "ai-mockup-prototyping",
    "3d-modeling-agent",
    "logo-branding-agent",
    "ecad-hardware-design-agent"
  ],
  "market_pulse": {
    "pulse": 58,
    "drivers": [
      "enterprise money present"
    ],
    "price_move_30d_pct": 16.1,
    "money_share": 0.45454545454545453,
    "entry_rate": 0,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 11,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        104.39,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56,
        108.56
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        104.699,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108,
        103.108
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 3,
      "pro": 8,
      "team_sme": 8,
      "enterprise": 0
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 19,
    "observed": 11,
    "byPersona": {
      "free": {
        "n": 9,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 9,
        "nPriced": 9,
        "reliability": "medium",
        "median": 12,
        "p25": 5,
        "p75": 16,
        "min": 0.02,
        "max": 39,
        "mean": 12.89,
        "stdev": 11.83,
        "usageShare": 0.11
      },
      "pro": {
        "n": 12,
        "nPriced": 11,
        "reliability": "medium",
        "median": 29,
        "p25": 22.5,
        "p75": 45,
        "min": 11,
        "max": 90,
        "mean": 36.36,
        "stdev": 24.82,
        "usageShare": 0
      },
      "team_sme": {
        "n": 9,
        "nPriced": 8,
        "reliability": "medium",
        "median": 69,
        "p25": 36.5,
        "p75": 99.25,
        "min": 7.5,
        "max": 100,
        "mean": 64.06,
        "stdev": 39.11,
        "usageShare": 0.11
      },
      "enterprise": {
        "n": 5,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 8,
        "p25": 5.75,
        "median": 13.5,
        "p75": 17,
        "confidence": "medium",
        "usageShare": 0.11,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 11,
        "p25": 22.5,
        "median": 29,
        "p75": 45,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 7,
        "p25": 34,
        "median": 39,
        "p75": 99,
        "confidence": "medium",
        "usageShare": 0.11,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 10.5,
          "provider_count": 3,
          "plan_observation_count": 7,
          "data_confidence": 0.27,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.35,
            "provider_count": 3,
            "plan_observation_count": 7
          },
          "reliability": "low",
          "members": [
            {
              "provider": "figma_make",
              "usd": 8.5
            },
            {
              "provider": "21st_dev",
              "usd": 10.5
            },
            {
              "provider": "sleek_design",
              "usd": 39
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 29,
          "provider_count": 7,
          "plan_observation_count": 10,
          "data_confidence": 0.57,
          "data_confidence_basis": {
            "provider_component": 0.58,
            "observation_component": 0.5,
            "provider_count": 7,
            "plan_observation_count": 10
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "visily",
              "usd": 11
            },
            {
              "provider": "uizard",
              "usd": 12
            },
            {
              "provider": "paraflow",
              "usd": 25
            },
            {
              "provider": "fountible",
              "usd": 29
            },
            {
              "provider": "uxpilot",
              "usd": 33.06
            },
            {
              "provider": "figma_make",
              "usd": 45
            },
            {
              "provider": "sleek_design",
              "usd": 69
            }
          ],
          "p25": 18.5,
          "p75": 39.03
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 39,
          "provider_count": 3,
          "plan_observation_count": 3,
          "data_confidence": 0.23,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.15,
            "provider_count": 3,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "visily",
              "usd": 29
            },
            {
              "provider": "uizard",
              "usd": 39
            },
            {
              "provider": "uxpilot",
              "usd": 44.46
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 53.75,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "21st_dev",
              "usd": 7.5
            },
            {
              "provider": "magic_patterns",
              "usd": 100
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 5,
        "usage_not_monthly": 2,
        "one_time": 2,
        "unrankable_or_unparseable": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 20,
            "offers": [
              {
                "provider": "21st_dev",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$6 per month billed yearly",
                "monthly_usd": 6
              },
              {
                "provider": "21st_dev",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 per month billed yearly",
                "monthly_usd": 15
              },
              {
                "provider": "figma_make",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3/mo",
                "monthly_usd": 3
              },
              {
                "provider": "figma_make",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "figma_make",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12/mo",
                "monthly_usd": 12
              },
              {
                "provider": "figma_make",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16/mo",
                "monthly_usd": 16
              },
              {
                "provider": "figma_make",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25/mo",
                "monthly_usd": 25
              },
              {
                "provider": "figma_make",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$35/mo",
                "monthly_usd": 35
              },
              {
                "provider": "figma_make",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$55/mo",
                "monthly_usd": 55
              },
              {
                "provider": "figma_make",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$90/mo",
                "monthly_usd": 90
              },
              {
                "provider": "fountible",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / mo",
                "monthly_usd": 29
              },
              {
                "provider": "paraflow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 25 /mo",
                "monthly_usd": 25
              },
              {
                "provider": "sleek_design",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/mo",
                "monthly_usd": 39
              },
              {
                "provider": "sleek_design",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69/mo",
                "monthly_usd": 69
              },
              {
                "provider": "uizard",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12 per month",
                "monthly_usd": 12
              },
              {
                "provider": "uizard",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 per month",
                "monthly_usd": 39
              },
              {
                "provider": "uxpilot",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€29",
                "monthly_usd": 33.06
              },
              {
                "provider": "uxpilot",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€39",
                "monthly_usd": 44.46
              },
              {
                "provider": "visily",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$11",
                "monthly_usd": 11
              },
              {
                "provider": "visily",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29",
                "monthly_usd": 29
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 3,
            "offers": [
              {
                "provider": "21st_dev",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$7.50 per seat / month billed yearly",
                "monthly_usd": 7.5
              },
              {
                "provider": "magic_patterns",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$20 per seat per month",
                "monthly_usd": 20
              },
              {
                "provider": "magic_patterns",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$100 per seat per month",
                "monthly_usd": 100
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 2,
            "offers": [
              {
                "provider": "alloy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$20 per user / month",
                "monthly_usd": 20
              },
              {
                "provider": "sleek_design",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$99/user/mo",
                "monthly_usd": 99
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "reui",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$249",
                "monthly_usd": null
              },
              {
                "provider": "reui",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$499",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "21st_dev",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "+100 for $5",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "magic_patterns",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.02 per credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "alloy",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "fountible",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$99",
                "monthly_usd": null
              },
              {
                "provider": "magic_patterns",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "uizard",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom solution to your needs",
                "monthly_usd": null
              },
              {
                "provider": "visily",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 11,
          "normalized_observations": 25,
          "comparable_providers": 10,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 5,
            "usage_not_monthly": 2,
            "one_time": 2,
            "unrankable_or_unparseable": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 8,
      "subscription": 2,
      "one-time": 1
    },
    "freeTierShare": 0.73,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "ui-prototyping",
    "sector": "design-creative",
    "pricedNow": 11,
    "pairs": 11,
    "repriced": [
      {
        "handle": "figma_make",
        "from": 3.5,
        "to": 3,
        "pct": -14.3
      },
      {
        "handle": "uxpilot",
        "from": 33.83,
        "to": 33.67,
        "pct": -0.5
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "figr"
    ],
    "likeForLikePct": -1.4,
    "kind": "mixed",
    "narrative": "Repricing + composition: 2 agents repriced — all down (avg -1.4%); 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-31",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-01",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "magic_patterns",
      "name": "Magic Patterns",
      "url": "https://www.magicpatterns.com/",
      "short_summary": "generates UI/prototypes for product teams from ideas, screenshots, or prompts",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. Magic Patterns offers a free tier, paid Starter and Business plans billed per seat monthly or annually, custom Enterprise pricing, and $0.02 per-credit on-demand usage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "productnow",
      "name": "Productnow",
      "url": "https://productnow.ai/",
      "short_summary": "turns prototypes into buildable specs with feedback, decisions, and scope for engineering handoffs",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "ProductNow displays no public pricing or plan details on the supplied homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "alloy",
      "name": "Alloy",
      "url": "https://alloy.app/",
      "short_summary": "AI prototyping that captures your product from the browser or codebase and makes changes via chat to create interactive prototypes and production-ready code",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. Alloy offers a free plan, a Pro plan at $20 per user per month, and custom-priced Enterprise plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "figr",
      "name": "Figr",
      "url": "https://figr.design/",
      "short_summary": "Acts as an AI design agent that thinks through product problems—maps flows, finds edge cases, reviews UX decisions, checks accessibility, and produces high-fid…",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "paraflow",
      "name": "Paraflow",
      "url": "https://paraflow.com/",
      "short_summary": "Defines, designs, and delivers product designs—generates PRDs, user flows, screen plans, high-fidelity UIs, interactive prototypes, and frontend code",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free tier, then from $25/mo",
        "summary": "Free tier, then from $25/mo. Paraflow offers a permanent Free plan with limited credits and a Pro plan at $25 per month with 2,500 monthly credits."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "reui",
      "name": "Reui",
      "url": "https://reui.io/",
      "short_summary": "About ReUI\nReUI is a free, open-source component library for the shadcn/ui ecosystem. Explore 1,000+ production-ready components across 68 categories, each sho…",
      "price": {
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 249,
        "monthly_usd": 249,
        "headline": "From $249/mo",
        "summary": "From $249/mo. ReUI offers a free component foundation and Pro or Ultimate access through one-time payments of $249 or $499."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sleek_design",
      "name": "Sleek Design",
      "url": "https://sleek.design/",
      "short_summary": "generates mobile app designs from text descriptions or images via AI chat",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free tier, then from $39/mo",
        "summary": "Free tier, then from $39/mo. Sleek offers a free plan with one-time credits plus monthly Starter, Pro, and Team plans priced at $39, $69, and $99 per user."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "uizard",
      "name": "Uizard",
      "url": "https://uizard.io/",
      "short_summary": "Generates UI/UX designs, wireframes, mockups, and prototypes for apps, websites, and software",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free tier, then from $12/mo",
        "summary": "Free tier, then from $12/mo. Uizard offers a permanent free plan, annual-billing Pro at $12 per month, Business at $39 per month, and custom-priced Enterprise."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "uxpilot",
      "name": "UX Pilot",
      "url": "https://uxpilot.ai/",
      "short_summary": "Generates UX/UI wireframes and high-fidelity designs from prompts, sketches, or PRDs, and produces export-ready code",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 33.67,
        "monthly_usd": 39.09,
        "headline": "Free tier, then from $33.67/mo",
        "summary": "Free tier, then from $33.67/mo. UX Pilot offers a permanent free plan, Pro and Teams subscriptions with lower per-month rates billed annually, and custom-priced Enterprise plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "visily",
      "name": "Visily",
      "url": "https://www.visily.ai/",
      "short_summary": "generates UI wireframes, mockups, and prototypes from inspiration sources for non-designers",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11,
        "monthly_usd": 11,
        "headline": "Free tier, then from $11/mo",
        "summary": "Free tier, then from $11/mo. Visily offers a free Starter plan, with Pro at $11 per editor/month and Business at $29 per editor/month when billed annually, plus custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "appwizzy",
      "name": "Prescient Technologies",
      "url": "https://appwizzy.com",
      "short_summary": "Builds scalable web apps and websites from plain-English descriptions, generating software architecture, database schema, backend, and API code",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. AppWizzy offers a permanent free plan plus paid monthly plans starting at $20/month, with annual billing discounts shown for paid tiers."
      },
      "home_niche": "ai-app-builder",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "flowdeck_ai",
      "name": "Flowdeck Ai",
      "url": "https://flowdeck.studio/docs/cli/ai-agents/ui-implementation",
      "short_summary": "AI-powered design-to-code tool that converts mockups into SwiftUI views with automated visual verification. Agents can build, run, and iterate on iOS apps unti…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 4.92,
        "monthly_usd": 4.92,
        "headline": "From $4.92/mo",
        "summary": "From $4.92/mo. FlowDeck offers annual CLI and Studio subscriptions at $59/year and $79/year, with team licenses starting at $399/year for five developers."
      },
      "home_niche": "ai-mobile-coding",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "framer",
      "name": "Framer AI",
      "url": "https://www.framer.com/",
      "short_summary": "Generates website layouts and components and builds/publishes websites with AI assistance",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.61,
        "monthly_usd": 13.48,
        "headline": "Free tier, then from $11.61/mo",
        "summary": "Free tier, then from $11.61/mo. Framer offers a free tier, Basic at €10 per month, Pro at €30 per month, and custom-priced Enterprise plans, with yearly billing indicated on the pricing page."
      },
      "home_niche": "website-design-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "widget_semantic_bridge",
      "name": "Widget Semantic Bridge",
      "url": "https://forums.unrealengine.com/t/moons-ue-tools-ai-agent-umg-widget-blueprint-generator-widget-semantic-bridge/2722620",
      "short_summary": "Unreal Engine 5 plugin enabling AI agents to generate Widget Blueprints and UI animations through structured .widgetdsl format. Supports export, validation, im…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied product discussion page."
      },
      "home_niche": "game-asset-generation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ui-prototyping",
  "summary": {
    "niche": "ui-prototyping",
    "sector": "design-creative",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $29/mo (7 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 7,
          "reliability": "medium",
          "median": 29,
          "p25": 18.5,
          "p75": 39.03,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 10.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 39,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ui-prototyping"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ui-prototyping",
    "counts": {
      "listings_with_price_capture": 19,
      "listings_with_observed_public_price": 11,
      "providers_with_numeric_monthly_price_latest_scan": 11,
      "like_for_like_comparable_pairs": 11
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10.5,
        "provider_count": 3,
        "plan_observation_count": 7,
        "data_confidence": 0.27,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.35,
          "provider_count": 3,
          "plan_observation_count": 7
        },
        "reliability": "low",
        "members": [
          {
            "provider": "figma_make",
            "usd": 8.5
          },
          {
            "provider": "21st_dev",
            "usd": 10.5
          },
          {
            "provider": "sleek_design",
            "usd": 39
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 7,
        "plan_observation_count": 10,
        "data_confidence": 0.57,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.5,
          "provider_count": 7,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "visily",
            "usd": 11
          },
          {
            "provider": "uizard",
            "usd": 12
          },
          {
            "provider": "paraflow",
            "usd": 25
          },
          {
            "provider": "fountible",
            "usd": 29
          },
          {
            "provider": "uxpilot",
            "usd": 33.06
          },
          {
            "provider": "figma_make",
            "usd": 45
          },
          {
            "provider": "sleek_design",
            "usd": 69
          }
        ],
        "p25": 18.5,
        "p75": 39.03
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 39,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "visily",
            "usd": 29
          },
          {
            "provider": "uizard",
            "usd": 39
          },
          {
            "provider": "uxpilot",
            "usd": 44.46
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 53.75,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "21st_dev",
            "usd": 7.5
          },
          {
            "provider": "magic_patterns",
            "usd": 100
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 19,
      "listings_with_observed_public_price": 11,
      "normalized_observations": 25,
      "comparable_providers": 10,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "usage_not_monthly": 2,
        "one_time": 2,
        "unrankable_or_unparseable": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 5,
      "usage_not_monthly": 2,
      "one_time": 2,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "freemium": 8,
      "subscription": 2,
      "one-time": 1
    },
    "free_tier_share": 0.73,
    "top_providers": [
      {
        "agent_id": "magic_patterns",
        "name": "Magic Patterns",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free tier, then from $20/mo",
          "summary": "Free tier, then from $20/mo. Magic Patterns offers a free tier, paid Starter and Business plans billed per seat monthly or annually, custom Enterprise pricing, and $0.02 per-credit on-demand usage."
        },
        "observed": true
      },
      {
        "agent_id": "productnow",
        "name": "Productnow",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "ProductNow displays no public pricing or plan details on the supplied homepage."
        },
        "observed": false
      },
      {
        "agent_id": "alloy",
        "name": "Alloy",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free tier, then from $20/mo",
          "summary": "Free tier, then from $20/mo. Alloy offers a free plan, a Pro plan at $20 per user per month, and custom-priced Enterprise plans."
        },
        "observed": true
      },
      {
        "agent_id": "figr",
        "name": "Figr",
        "price": {
          "observed": false,
          "billing": "failed_to_load",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "paraflow",
        "name": "Paraflow",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 25,
          "monthly_usd": 25,
          "headline": "Free tier, then from $25/mo",
          "summary": "Free tier, then from $25/mo. Paraflow offers a permanent Free plan with limited credits and a Pro plan at $25 per month with 2,500 monthly credits."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ui-prototyping"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ui-prototyping",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "magic_patterns"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "magic_patterns"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}