Route Optimization
Query this niche via MCP
niche_report({ niche: "route-optimization" })Agents · median
MCP servers · median
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each dot = one provider · log scaleNo providers priced at the All tier yet.
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0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
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{
"niche": "route-optimization",
"parent_sector": "logistics-supply-chain",
"provider_type_pricing": {
"slug": "route-optimization",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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"context_note": null
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"crowding_level": "emerging",
"observed_node_count": 3,
"adjacent_niches": [
"freight-shipping-coordinator",
"shipping-rate-negotiation",
"freight-broker-workflow",
"warehouse-picking-optimization",
"freight-invoice-audit-agent",
"inventory-tracking-agent"
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"evidence": {
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"unit": "flat",
"provider": "item_agentic_ai_systems",
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"unit": "flat",
"provider": "item_agentic_ai_systems",
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{
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"offers": [
{
"provider": "item_agentic_ai_systems",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
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{
"provider": "item_agentic_ai_systems",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$30/mo",
"monthly_usd": 30
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{
"provider": "item_agentic_ai_systems",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$60/mo",
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{
"provider": "item_agentic_ai_systems",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$90/mo",
"monthly_usd": 90
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "loginext_route_optimization",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$ 0.15",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "loginext_route_optimization",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom pricing options",
"monthly_usd": null
},
{
"provider": "route_optimization_ai_agent",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom Pricing",
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]
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],
"coverage": {
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"normalized_observations": 4,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
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"ambiguous_cadence": 2
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}
}
},
"billingMix": {
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"usage": 1,
"contact_sales": 1
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"freeTierShare": 0,
"medianLowestUsd": 12
},
"movement": {
"niche": "route-optimization",
"sector": "logistics-supply-chain",
"pricedNow": 2,
"pairs": 2,
"repriced": [],
"newlyPriced": [],
"droppedFromPriced": [
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"likeForLikePct": 0,
"kind": "composition",
"narrative": "Composition change (average moved, but no agent changed its price): 1 stopped showing a public price."
},
"index_series": {
"series": [
{
"day": "2026-07-19",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-20",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-21",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-07-22",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 2,
"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": "toolroute",
"name": "toolroute - Intelligent Automated LLM Routing",
"url": "https://toolroute.io",
"short_summary": "routes AI agents to optimal models and MCP servers for specific tasks based on real execution data",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "ToolRoute is publicly presented as free forever, with no paid subscription plans shown."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "flowx_ai_route_optimization",
"name": "Flowx Ai Route Optimization",
"url": "https://www.flowx.ai/ai-agents/route-optimization-agent-3pls",
"short_summary": "calculates efficient multi-stop vehicle routes under distance, capacity, and time constraints for logistics 3PLs",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or billing terms are shown in the supplied FlowX.AI homepage or article content."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "logisticflow",
"name": "LogisticFlow",
"url": "https://logisticflow-mcp.vercel.app",
"short_summary": "LogisticFlow is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Logistics route optimizat…",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "route_optimization_ai_agent",
"name": "Route Optimization AI Agent",
"url": "https://domo.com/ai/agents/route-optimization-ai-agent",
"short_summary": "Dynamically assigns field service technicians to jobs and generates real-time optimized routes based on availability, skills, geography, and business rules to…",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Domo offers a 30-day full-platform free trial and custom-priced plans sold through its sales team."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "mobility",
"name": "Mobility",
"url": "https://kakaomobility.com",
"short_summary": "unclear",
"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": "low",
"upvotes": 0
},
{
"agent_id": "item_agentic_ai_systems",
"name": "Item Agentic Ai Systems",
"url": "https://item.com/agentic-ai-system/intralogistics-software-route-optimization",
"short_summary": "Autonomous AI platform for warehouse route optimization that deploys specialized agents to manage intralogistics workflows, calculating optimal paths based on…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "From $10/mo",
"summary": "From $10/mo. The pricing page visibly lists monthly plans from $10/mo to $90/mo, while additional standalone prices are shown without enough context to classify."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "loginext_route_optimization",
"name": "Loginext Route Optimization",
"url": "https://loginextsolutions.com/ai-agent-for-efficient-delivery-route-optimization-software",
"short_summary": "AI-powered delivery route optimization software that enhances efficiency, reduces fuel costs, and speeds up deliveries through intelligent route planning and o…",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 14,
"monthly_usd": 14,
"headline": "From $14/mo",
"summary": "From $14/mo. LogiNext offers a 14-day zero-cost trial, Growth usage pricing of $0.15 per order quarterly or $0.13 per order annually, and custom Enterprise pricing."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "mywave_service_route_optimizer",
"name": "Mywave Service Route Optimizer",
"url": "https://mywave.ai/ai-agents-catalogue/service-call-route-optimization",
"short_summary": "AI agent that optimizes technician routing for service calls using real-time location data, availability, and triage rules. Reduces travel time and downtime by…",
"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
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/route-optimization",
"summary": {
"niche": "route-optimization",
"sector": "logistics-supply-chain",
"pricing_by_provider_type": {
"headline": "No published benchmark for route-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": "route-optimization"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/route-optimization",
"counts": {
"listings_with_price_capture": 8,
"listings_with_observed_public_price": 3,
"providers_with_numeric_monthly_price_latest_scan": 2,
"like_for_like_comparable_pairs": 2
},
"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": "single_observation",
"pricing_by_tier": null,
"single_observations": [
{
"tier": "individual",
"unit": "flat",
"provider": "item_agentic_ai_systems",
"monthly_usd": 10
},
{
"tier": "pro",
"unit": "flat",
"provider": "item_agentic_ai_systems",
"monthly_usd": 60
}
],
"pricing_coverage": {
"listings_with_price_capture": 8,
"listings_with_observed_public_price": 3,
"normalized_observations": 4,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 1,
"ambiguous_cadence": 2
}
},
"pricing_note": "Only ONE provider in this niche publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the niche to widen the sample.",
"pricing_excluded_observations": {
"usage_not_monthly": 1,
"ambiguous_cadence": 2
},
"billing_mix": {
"subscription": 1,
"usage": 1,
"contact_sales": 1
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "toolroute",
"name": "toolroute - Intelligent Automated LLM Routing",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "ToolRoute is publicly presented as free forever, with no paid subscription plans shown."
},
"observed": false
},
{
"agent_id": "flowx_ai_route_optimization",
"name": "Flowx Ai Route Optimization",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or billing terms are shown in the supplied FlowX.AI homepage or article content."
},
"observed": false
},
{
"agent_id": "logisticflow",
"name": "LogisticFlow",
"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": "route_optimization_ai_agent",
"name": "Route Optimization AI Agent",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Domo offers a 30-day full-platform free trial and custom-priced plans sold through its sales team."
},
"observed": true
},
{
"agent_id": "mobility",
"name": "Mobility",
"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
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "route-optimization"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "route-optimization",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "toolroute"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "toolroute"
},
"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.
ProviderTypeFromVs niche medianLiveness
toolroute - Intelligent Automated LLM Routingroutes AI agents to optimal models and MCP servers for specific tasks based on real execution data
Item Agentic Ai SystemsAutonomous AI platform for warehouse route optimization that deploys specialized agents to manage intralogistics workflows, calculating optimal paths based on…
Loginext Route OptimizationAI-powered delivery route optimization software that enhances efficiency, reduces fuel costs, and speeds up deliveries through intelligent route planning and o…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.