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AI Cooking Assistant

Query this niche via MCPniche_report({ niche: "ai-cooking-assistant" })
active marketmarket pulse 34/100commercial money present0 new builders in 30d6 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$10/mo
$9–$32 middle half · 3 providers

All plansAgents vs MCPs

each dot = one provider · log scale
MCP servers $10
Vectoralix Healthy Food Mcp · $4
Savor Dish · $9
Panko Food Safety · $10
Vectoralix Healthy Food Mcp · $32
Savor Dish · $40
$5
$10
$25
AgentsMCP serversshaded = middle half · line = median

All plans

5 priced
Providervs its cohort medianMonthly
Vectoralix Healthy Food Mcpmcp
$4 below
Savor Dishmcp
$9 ~median
Panko Food Safetymcp
$10 ~median
Vectoralix Healthy Food Mcpmcp
$32 above
Savor Dishmcp
$40 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
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  "parent_sector": "consumer-personal",
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    "pricing_basis": "lowest_observed_monthly_usd",
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              {
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              },
              {
                "provider": "vectoralix_healthy_food_mcp",
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              {
                "provider": "vectoralix_healthy_food_mcp",
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          {
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            "count": 1,
            "offers": [
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          },
          {
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  "movement": {
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        "day": "2026-08-05",
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      {
        "day": "2026-08-06",
        "index": 100,
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        "day": "2026-08-07",
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        "day": "2026-08-10",
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        "day": "2026-08-11",
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        "day": "2026-08-12",
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        "summary": "Free tier, then from $2.99/mo. Savor offers a permanent free plan, five paid monthly plans from $7.99/mo to $49.99/mo, and one-time AI credit packs from $2.99 to $49.99."
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      "evidence_quality": "high",
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      "url": "https://recipes.aidatanorge.no/",
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      "price": {
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        "billing": "not_found",
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        "headline": "No public price found",
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      "evidence_quality": "medium",
      "upvotes": 0
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    {
      "agent_id": "sous_chef_ai",
      "name": "Sous Chef AI cooking assistant",
      "url": "https://devpost.com/software/sous-chef-your-ai-cooking-assistant",
      "short_summary": "voice-controlled AI cooking assistant that manages recipes, timers, tracks cooking progress, and finds nearby grocery stores",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for Sous-Chef on the available homepage content."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "panko_food_safety",
      "name": "Panko Alerts",
      "url": "https://smithery.ai/server/alex-kenny-lee-vfjv/panko-food-safety",
      "short_summary": "Search live food safety data from FDA, FSIS, CDC, and city health departments (NYC, Chicago, SF, Seattle, Boston). 5 tools: search recalls, outbreaks, alerts,…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as you go plan with usage credits, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "vectoralix_healthy_food_mcp",
      "name": "vectoralix-healthy-food-mcp",
      "url": "https://vectoralix.com/mcp-servers/healthy-food.",
      "short_summary": "Healthy Food MCP exposes structured recipe content for agents and editors. It can list calorie categories, list diet and meal groups, browse recipe records, fe…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.49,
        "monthly_usd": 4.49,
        "headline": "Free tier, then from $4.49/mo",
        "summary": "Free tier, then from $4.49/mo. Vectoralix offers a free plan and paid monthly Starter, Pro, and Ultra plans priced from $4.49 to $49.99 per month."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "fridgesnap_ai",
      "name": "Fridgesnap Ai",
      "url": "https://eat.fridgesnapai.recipes/",
      "short_summary": "AI agent that analyzes photos of your fridge contents and generates chef-crafted recipes with AI-generated food photography. Helps reduce food waste by suggest…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 8.25,
        "monthly_usd": 8.25,
        "headline": "Free tier, then from $8.25/mo",
        "summary": "Free tier, then from $8.25/mo. FridgeSnap offers a freemium model with a 7-day free trial, then $9.99/month, $99/year, or $499 lifetime access."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/ai-cooking-assistant",
  "summary": {
    "niche": "ai-cooking-assistant",
    "sector": "consumer-personal",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $9/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "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": 3,
          "reliability": "low",
          "median": 8.99,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            32.49,
            39.99
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-cooking-assistant"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-cooking-assistant",
    "counts": {
      "listings_with_price_capture": 6,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": 4,
      "like_for_like_comparable_pairs": 4
    },
    "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": 9.06,
        "provider_count": 4,
        "plan_observation_count": 6,
        "data_confidence": 0.33,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.3,
          "provider_count": 4,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "vectoralix_healthy_food_mcp",
            "usd": 4.49
          },
          {
            "provider": "savor_dish",
            "usd": 8.99
          },
          {
            "provider": "fridgesnap_ai",
            "usd": 9.12
          },
          {
            "provider": "panko_food_safety",
            "usd": 10
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 36.24,
        "provider_count": 2,
        "plan_observation_count": 5,
        "data_confidence": 0.18,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.25,
          "provider_count": 2,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "vectoralix_healthy_food_mcp",
            "usd": 32.49
          },
          {
            "provider": "savor_dish",
            "usd": 39.99
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 6,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 11,
      "comparable_providers": 4,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "promo": 1,
        "one_time": 1,
        "free_or_zero": 1,
        "usage_not_monthly": 1,
        "ambiguous_cadence": 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": {
      "promo": 1,
      "one_time": 1,
      "free_or_zero": 1,
      "usage_not_monthly": 1,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
      "freemium": 4
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "savor_dish",
        "name": "SAVORDISH",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 2.99,
          "monthly_usd": 2.99,
          "headline": "Free tier, then from $2.99/mo",
          "summary": "Free tier, then from $2.99/mo. Savor offers a permanent free plan, five paid monthly plans from $7.99/mo to $49.99/mo, and one-time AI credit packs from $2.99 to $49.99."
        },
        "observed": true
      },
      {
        "agent_id": "food_recipe_mcp",
        "name": "Food-Recipe-MCP",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for the recipe search or MCP service."
        },
        "observed": false
      },
      {
        "agent_id": "sous_chef_ai",
        "name": "Sous Chef AI cooking assistant",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for Sous-Chef on the available homepage content."
        },
        "observed": false
      },
      {
        "agent_id": "panko_food_safety",
        "name": "Panko Alerts",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "Free tier, then from $10/mo",
          "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as you go plan with usage credits, and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "vectoralix_healthy_food_mcp",
        "name": "vectoralix-healthy-food-mcp",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 4.49,
          "monthly_usd": 4.49,
          "headline": "Free tier, then from $4.49/mo",
          "summary": "Free tier, then from $4.49/mo. Vectoralix offers a free plan and paid monthly Starter, Pro, and Ultra plans priced from $4.49 to $49.99 per month."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-cooking-assistant"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-cooking-assistant",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "savor_dish"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "savor_dish"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

4 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.