Freight Invoice Audit Agent
Query this niche via MCP
niche_report({ niche: "freight-invoice-audit-agent" })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.
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": "freight-invoice-audit-agent",
"parent_sector": "logistics-supply-chain",
"provider_type_pricing": {
"slug": "freight-invoice-audit-agent",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 199,
"p25": null,
"p75": null,
"providers": 1
},
"by_provider_type": {
"agent": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 0,
"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": 1,
"adjacent_niches": [
"freight-shipping-coordinator",
"shipping-rate-negotiation",
"freight-broker-workflow",
"warehouse-picking-optimization",
"route-optimization",
"inventory-tracking-agent"
],
"market_pulse": {
"pulse": 47,
"drivers": [
"2 new builders in 30d"
],
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"money_share": null,
"entry_rate": 0.2,
"alive_share": 1
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"comparable_agents": 1,
"quarantined_agents": 0,
"confidence": "insufficient",
"published": {
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},
"held_reason": {
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},
"driver": {
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"tier_contribution": {
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},
"tier_own_move": {
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"w": {
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},
"tier_agents": {
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"pro": 1,
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"obs_range": {
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"tier_obs_range": {
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"m": {
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}
}
},
"pricing": {
"sampleSize": 5,
"observed": 2,
"byPersona": {
"free": {
"n": 0,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"usageShare": 0
},
"individual": {
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"p25": null,
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"min": null,
"max": null,
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},
"pro": {
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"reliability": "none",
"median": 199,
"p25": 199,
"p75": 199,
"min": 199,
"max": 199,
"usageShare": 0
},
"team_sme": {
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"reliability": "none",
"median": 500,
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"usageShare": 0
}
},
"byPersonaMonthly": {
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"confidence": "none",
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},
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"median": null,
"p75": null,
"confidence": "none",
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"median": null,
"p75": null,
"confidence": "none",
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"mixedBilling": false,
"monthlyComparable": false
},
"enterprise": {
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"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
}
},
"byTierCohorts": {
"status": "insufficient",
"cohorts": [],
"rejected": {
"ambiguous_cadence": 2
},
"evidence": {
"status": "single_observation",
"single_observations": [
{
"tier": "pro",
"unit": "flat",
"provider": "shiplytics",
"monthly_usd": 199
}
],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "shiplytics",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$199/month",
"monthly_usd": 199
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "ai_logistics_cost_optimization",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "shiplytics",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "FREE first $500 in refunds",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 2,
"normalized_observations": 1,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"ambiguous_cadence": 2
}
}
}
},
"billingMix": {
"freemium": 1,
"contact_sales": 1
},
"freeTierShare": 0.5,
"medianLowestUsd": 199
},
"movement": null,
"index_series": {
"series": [
{
"day": "2026-07-08",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-09",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-18",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 2,
"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": 2,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"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": "ai_logistics_cost_optimization",
"name": "Ai Logistics Cost Optimization",
"url": "https://v7labs.com/agents/cost-analysis-agent",
"short_summary": "audits freight/carrier invoices by comparing them against contracts and rate cards to identify billing errors, incorrect fees, duplicates, and cost-saving oppo…",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "V7 offers custom pricing based on platform access, users, and document processing volume, with no public numeric rates shown."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ardem_freight_ai",
"name": "Ardem Freight Ai",
"url": "https://ardem.com/bpo/freight-bill-automation-agentic-ai-for-accuracy-and-speed",
"short_summary": "Agentic AI solution that automates freight bill processing for logistics teams, improving accuracy, eliminating carrier errors, and accelerating audit turnarou…",
"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": "invoice_audit_agent",
"name": "Invoice Audit Agent",
"url": "https://freehand.ai/ai-agents/invoice-audit-agent",
"short_summary": "AI agent that audits freight invoices against contracts, shipment records, purchase orders, and carrier history. It detects overcharges and duplicate billing,…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; the site directs prospective buyers to request a personalized demo."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "pando_freight_audit",
"name": "Pando Freight Audit",
"url": "https://pando.ai/product/freight-audit-payment",
"short_summary": "AI-powered freight audit and payment platform that automates invoice processing, detects billing anomalies, and manages carrier payments. Uses AI agents to eli…",
"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": "shiplytics",
"name": "Shiplytics",
"url": "https://shiplytics.com/services/contract-negotiation",
"short_summary": "AI-powered shipping cost recovery and refund automation that identifies billing errors, late deliveries, and shipment damage across UPS, FedEx, USPS, and DHL.",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 199,
"monthly_usd": 199,
"headline": "Free tier, then from $199/mo",
"summary": "Free tier, then from $199/mo. Shiplytics offers two explicitly free shipping optimization services and an Analytics Pro subscription priced at $199/month."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/freight-invoice-audit-agent",
"summary": {
"niche": "freight-invoice-audit-agent",
"sector": "logistics-supply-chain",
"pricing_by_provider_type": {
"headline": "No published benchmark for freight-invoice-audit-agent 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": "freight-invoice-audit-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/freight-invoice-audit-agent",
"counts": {
"listings_with_price_capture": 5,
"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": "single_observation",
"pricing_by_tier": null,
"single_observations": [
{
"tier": "pro",
"unit": "flat",
"provider": "shiplytics",
"monthly_usd": 199
}
],
"pricing_coverage": {
"listings_with_price_capture": 5,
"listings_with_observed_public_price": 2,
"normalized_observations": 1,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"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": {
"ambiguous_cadence": 2
},
"billing_mix": {
"freemium": 1,
"contact_sales": 1
},
"free_tier_share": 0.5,
"top_providers": [
{
"agent_id": "ai_logistics_cost_optimization",
"name": "Ai Logistics Cost Optimization",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "V7 offers custom pricing based on platform access, users, and document processing volume, with no public numeric rates shown."
},
"observed": true
},
{
"agent_id": "ardem_freight_ai",
"name": "Ardem Freight Ai",
"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": "invoice_audit_agent",
"name": "Invoice Audit 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; the site directs prospective buyers to request a personalized demo."
},
"observed": false
},
{
"agent_id": "pando_freight_audit",
"name": "Pando Freight Audit",
"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": "shiplytics",
"name": "Shiplytics",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 199,
"monthly_usd": 199,
"headline": "Free tier, then from $199/mo",
"summary": "Free tier, then from $199/mo. Shiplytics offers two explicitly free shipping optimization services and an Analytics Pro subscription priced at $199/month."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "freight-invoice-audit-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "freight-invoice-audit-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "ai_logistics_cost_optimization"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "ai_logistics_cost_optimization"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
1 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
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.