Inventory Optimization
Query this niche via MCP
market_report({ query: "Inventory Optimization", response_mode: "summary" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Inventory Optimization (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
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"quoteOnlyProvidersByTier": {
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"index_series": {
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"day": "2026-09-17",
"index": 100,
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{
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"index": 100,
"pairs": 4,
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"index": 100,
"pairs": 4,
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"index": 100,
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"index": 100,
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"index": 100,
"pairs": 4,
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{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
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"index": 100,
"pairs": 3,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 4,
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"index": 100,
"pairs": 4,
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{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-10-02",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-10-06",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 4,
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},
{
"day": "2026-10-12",
"index": 100,
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{
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"index": 100,
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{
"day": "2026-10-14",
"index": 100,
"pairs": 4,
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{
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{
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],
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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": "agentic_inventory_management_p",
"name": "Agentic Inventory Management",
"url": "https://peak.ai/agentic-inventory-management",
"short_summary": "Optimizes inventory decisions across purchasing, production and fulfillment by forecasting demand, optimizing stock levels, negotiating with suppliers, placing…",
"price": {
"commercial": {
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"commitment": "monthly",
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},
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"lines": [
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"name": "Community",
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{
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{
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{
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"headline": "Free plan; paid from $25/mo",
"summary": "Free plan; paid from $25/mo. UiPath offers a free Community tier, Basic starting at $25 per month, and Standard and Enterprise plans priced through sales."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "inventory",
"name": "Inventory",
"url": "https://tru-stock.ai",
"short_summary": "Find the cash trapped in your inventory, then size reorder points, safety stock and EOQ.",
"price": {
"commercial": {
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"line": "Starter",
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},
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{
"name": "Professional",
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{
"name": "Growth",
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{
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"headline": "From $215/mo",
"summary": "From $215/mo. Tru-Stock AI offers monthly plans starting at $215/mo for the Starter plan, with Professional at $349/mo, Growth at $899/mo, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "inventory_management_ai_mcp",
"name": "Inventory Management Ai",
"url": "https://github.com/CSOAI-ORG/inventory-management-ai-mcp",
"short_summary": "An MCP server for inventory and stock control, supporting reorder point calculations, demand forecasting, SKU optimization, warehouse layout planning, and shri…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
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"headline": "No public price found",
"summary": "No reliable product pricing or plan details are publicly shown in the supplied homepage context."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "inventory_replenisher",
"name": "Inventory Replenisher",
"url": "https://theloops.io/ai-agent-marketplace/inventory-replenisher",
"short_summary": "Enterprise AI agent that intelligently forecasts demand, manages stock levels, and automates replenishment in real-time. Integrates with ERP systems to minimiz…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "maia_inventory_agent",
"name": "Maia Inventory Agent",
"url": "https://maiabrain.com/inventory-stock-agent",
"short_summary": "Autonomous AI agent for inventory management with predictive demand forecasting, automated replenishment, and multi-location stock optimization. Delivers 95% f…",
"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 inventory and stock management agent; prospective buyers are directed to request a demo."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "n8n_inventory_control",
"name": "N8n Inventory Control",
"url": "https://github.com/alfredang/n8n-inventorycontrol",
"short_summary": "AI inventory audit and forecasting agent built on n8n. Uses local LLM (Ollama gemma4) to monitor stock levels, flag items below reorder threshold, compute repl…",
"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 this open-source n8n inventory management agent repository."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "automate_finerworks_replenishm",
"name": "Swiftask AI Integration with FinerWorks",
"url": "https://swiftask.ai/ai-integration/finerworks/smart-replenishment",
"short_summary": "Monitors FinerWorks inventory in real-time and automatically triggers intelligent replenishment orders to prevent stockouts",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 18,
"monthly_usd": 20.19,
"commitment": "monthly",
"basis": "€18/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-16"
],
"lines": [
{
"name": "Pro",
"price": "18 € / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Team Starter",
"price": "129 € per month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Team Growth",
"price": "649 € per month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Tailored Offer",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 20.19,
"monthly_usd": 20.19,
"headline": "From €18/mo",
"summary": "From €18/mo. Swiftask offers EUR-denominated monthly subscriptions from 18 € per month for Pro, with higher-priced Team plans and a custom Tailored Offer."
},
"home_niche": "ecommerce-replenishment-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/inventory-optimization",
"summary": {
"niche": "inventory-optimization",
"sector": "manufacturing-industrial",
"pricing_by_provider_type": {
"headline": "No published benchmark for inventory-optimization yet — too few comparable priced providers.",
"benchmarks": [],
"warnings": [
"No priced providers meet the benchmark bar for this scope."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "inventory-optimization"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/inventory-optimization",
"counts": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 2,
"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": 120,
"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": "agentic_inventory_management_p",
"usd": 25
},
{
"provider": "inventory",
"usd": 215
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 2,
"normalized_observations": 4,
"comparable_providers": 2,
"strict_cohorts": 1,
"exclusion_reasons": {
"ambiguous_cadence": 3
}
},
"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": 3
},
"billing_mix": {
"freemium": 1,
"subscription": 1
},
"free_tier_share": 0.5,
"top_providers": [
{
"agent_id": "agentic_inventory_management_p",
"name": "Agentic Inventory Management",
"price": {
"commercial": {
"entry_offer": {
"line": "Basic",
"monthly_native": 25,
"monthly_usd": 25,
"commitment": "monthly",
"basis": "$25/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Community",
"price": "Free forever",
"kind": "free",
"billed": "monthly"
},
{
"name": "Basic",
"price": "$25 per month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Standard",
"price": "Contact Sales for pricing",
"kind": "custom"
},
{
"name": "Enterprise",
"price": "Contact Sales for pricing",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free plan; paid from $25/mo",
"summary": "Free plan; paid from $25/mo. UiPath offers a free Community tier, Basic starting at $25 per month, and Standard and Enterprise plans priced through sales."
},
"observed": true
},
{
"agent_id": "inventory",
"name": "Inventory",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 215,
"monthly_usd": 215,
"commitment": "monthly",
"basis": "$215/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$215/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional",
"price": "$349/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Growth",
"price": "$899/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "CUSTOM PRICING",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 215,
"monthly_usd": 215,
"headline": "From $215/mo",
"summary": "From $215/mo. Tru-Stock AI offers monthly plans starting at $215/mo for the Starter plan, with Professional at $349/mo, Growth at $899/mo, and custom Enterprise pricing."
},
"observed": true
},
{
"agent_id": "inventory_management_ai_mcp",
"name": "Inventory Management Ai",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable product pricing or plan details are publicly shown in the supplied homepage context."
},
"observed": false
},
{
"agent_id": "inventory_replenisher",
"name": "Inventory Replenisher",
"price": {
"observed": false,
"billing": "not_found",
"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": "maia_inventory_agent",
"name": "Maia Inventory Agent",
"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 inventory and stock management agent; prospective buyers are directed to request a demo."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "inventory-optimization"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "inventory-optimization",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "agentic_inventory_management_p"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "agentic_inventory_management_p"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
2 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Agentic Inventory ManagementOptimizes inventory decisions across purchasing, production and fulfillment by forecasting demand, optimizing stock levels, negotiating with suppliers, placing…
InventoryFind the cash trapped in your inventory, then size reorder points, safety stock and EOQ.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.