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AI Mockup Prototyping

Query this niche via MCPniche_report({ niche: "ai-mockup-prototyping" })
active marketmarket pulse 52/100commercial money present1 new builders in 30d7 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$54/mo
2 providers

All plansAgents vs MCPs

each dot = one provider · log scale
MCP servers $54
Brag Fast · $12
sudomcp · $25
Brag Fast · $54
sudomcp · $89
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median

All plans

4 priced
Providervs its cohort medianMonthly
Brag Fastmcp
$12 below
sudomcpmcp
$25 below
Brag Fastmcp
$54 ~median
sudomcpmcp
$89 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
  "niche": "ai-mockup-prototyping",
  "parent_sector": "design-creative",
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    "slug": "ai-mockup-prototyping",
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      }
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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  "crowding_level": "sparse",
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            {
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        {
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              {
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                "price": "Contact Sales",
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              {
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                "billing": "unspecified_period",
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                "price": "Custom",
                "monthly_usd": null
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            ]
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        ],
        "coverage": {
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    "billingMix": {
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    "freeTierShare": 1,
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    "series": [
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        "day": "2026-07-09",
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        "pairs": 6,
        "dayChangePct": 0
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      {
        "day": "2026-07-10",
        "index": 100,
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        "dayChangePct": 0
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      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
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      {
        "day": "2026-07-13",
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        "pairs": 3,
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        "day": "2026-07-14",
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        "dayChangePct": 0
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      {
        "day": "2026-07-15",
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        "day": "2026-07-16",
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      {
        "day": "2026-07-17",
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        "dayChangePct": 0
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      {
        "day": "2026-07-18",
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        "index": 100,
        "pairs": 6,
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      {
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        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
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        "day": "2026-07-29",
        "index": 100,
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        "day": "2026-07-30",
        "index": 100,
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    "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": "brag_fast",
      "name": "brag-fast",
      "url": "https://brag.fast",
      "short_summary": "turns shipped wins into branded visuals and post-ready copy",
      "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. brag.fast offers 30 free credits, followed by monthly plans from $12 for 200 credits to $79 for 2,500 credits."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "sudomcp",
      "name": "SudoMock",
      "url": "https://sudomock.com",
      "short_summary": "renders photorealistic product mockups from PSD templates and designs",
      "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. SudoMock offers a permanent free dashboard tier with 500 one-time renders, paid plans from $25/month, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "banani_mockup_generator",
      "name": "Banani Mockup Generator",
      "url": "https://banani.co/product/ai-mockup-generator",
      "short_summary": "AI-powered tool that generates UI mockups for mobile apps, websites, and landing pages from text descriptions. Users can customize styles, edit with AI prompts…",
      "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. Banani offers a permanent free plan, Plus and Pro subscriptions with yearly or monthly pricing, and a contact-sales Enterprise plan."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "bezelbub_mcp",
      "name": "Bezelbub",
      "url": "https://github.com/cwooddgr/bezelbub/tree/main/bezelbub-mcp",
      "short_summary": "An MCP server for macOS that lets AI assistants frame screenshots and screen recordings in realistic Apple device bezels, including iPhone, iPad, MacBook, iMac…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "drawio_mcp_server",
      "name": "Drawio",
      "url": "https://github.com/simonkurtz-MSFT/drawio-mcp-server",
      "short_summary": "MCP server for programmatic diagram generation using Draw.io. Generates Draw.io XML directly with 700+ Azure icons, basic shapes, fuzzy search, and batch opera…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No pricing for the Draw.io MCP Server is publicly stated in the supplied repository content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "frameflow",
      "name": "Frameflow",
      "url": "https://github.com/realZachi/frameflow",
      "short_summary": "An open-source, local-first browser canvas editor where an AI agent creates editable iOS App Store screenshot sets using real design elements, with support for…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Frameflow was observed in the supplied context."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "hypershots",
      "name": "Hypershots",
      "url": "https://github.com/hypersocialinc/hypershots",
      "short_summary": "Open-source skill for Claude Code and Codex that generates App Store screenshots using deterministic HTML layouts, localized copy, device frames, and optional…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for HyperShots is shown in the supplied context."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "mockflow_agent_skills",
      "name": "Agent Skills",
      "url": "https://mockflow.com/skills/",
      "short_summary": "provides downloadable agent skills for AI assistants to generate wireframes, flowcharts, whiteboards, tables, diagrams and UI designs via MockFlow MCP",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.22,
        "monthly_usd": 10.63,
        "headline": "Free tier, then from $9.22/mo",
        "summary": "Free tier, then from $9.22/mo. MockFlow offers a permanent free Basic plan and paid Suite, WireframePro, and IdeaBoard plans with publicly displayed euro prices primarily shown as billed yearly."
      },
      "home_niche": "design-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-mockup-prototyping",
  "summary": {
    "niche": "ai-mockup-prototyping",
    "sector": "design-creative",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for ai-mockup-prototyping yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            12,
            25
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            54,
            89
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-mockup-prototyping"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-mockup-prototyping",
    "counts": {
      "listings_with_price_capture": 7,
      "listings_with_observed_public_price": 3,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 18.5,
        "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": "brag_fast",
            "usd": 12
          },
          {
            "provider": "sudomcp",
            "usd": 25
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 54,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "banani_mockup_generator",
            "usd": 21
          },
          {
            "provider": "brag_fast",
            "usd": 54
          },
          {
            "provider": "sudomcp",
            "usd": 89
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 7,
      "listings_with_observed_public_price": 3,
      "normalized_observations": 8,
      "comparable_providers": 3,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "ambiguous_cadence": 2
      }
    },
    "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": 2
    },
    "billing_mix": {
      "freemium": 3
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "brag_fast",
        "name": "brag-fast",
        "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. brag.fast offers 30 free credits, followed by monthly plans from $12 for 200 credits to $79 for 2,500 credits."
        },
        "observed": true
      },
      {
        "agent_id": "sudomcp",
        "name": "SudoMock",
        "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. SudoMock offers a permanent free dashboard tier with 500 one-time renders, paid plans from $25/month, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "banani_mockup_generator",
        "name": "Banani Mockup Generator",
        "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. Banani offers a permanent free plan, Plus and Pro subscriptions with yearly or monthly pricing, and a contact-sales Enterprise plan."
        },
        "observed": true
      },
      {
        "agent_id": "bezelbub_mcp",
        "name": "Bezelbub",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
        },
        "observed": false
      },
      {
        "agent_id": "drawio_mcp_server",
        "name": "Drawio",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No pricing for the Draw.io MCP Server is publicly stated in the supplied repository content."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-mockup-prototyping"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-mockup-prototyping",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "brag_fast"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "brag_fast"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

3 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.