Predictive Maintenance
Query this niche via MCP
market_report({ query: "Predictive Maintenance", response_mode: "summary" })Agents · median
$750/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $750
Ai Property Maintenance · $340
Mobimentor Ai · $750
Maintainx Ai · $50
Ai Property Maintenance · $870
Mobimentor Ai · $1,450
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
All plans
5 pricedProvidervs its cohort medianMonthly
Maintainx Aiagent
$50 below
Ai Property Maintenanceagent
$340 below
Mobimentor Aiagent
$750 ~median
Ai Property Maintenanceagent
$870 above
Mobimentor Aiagent
$1,450 above
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 Predictive Maintenance (latest observation 2026-10-26T04:18:57.627Z). 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
{
"niche": "predictive-maintenance",
"parent_sector": "manufacturing-industrial",
"provider_type_pricing": {
"slug": "predictive-maintenance",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 27.49,
"p25": null,
"p75": null,
"providers": 6
},
"by_provider_type": {
"agent": {
"median": 25,
"p25": null,
"p75": null,
"providers": 5,
"publishable": true,
"confidence": "moderate"
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"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": "crowded",
"observed_node_count": 7,
"adjacent_niches": [
"inventory-optimization",
"iso-compliance-documentation",
"production-schedule-optimization",
"production-yield-optimization",
"defect-detection-vision",
"anomaly-classification-agent"
],
"market_pulse": {
"pulse": 49,
"drivers": [
"enterprise money present"
],
"price_move_30d_pct": 5.3,
"money_share": 0.4444444444444444,
"entry_rate": 0,
"alive_share": 1
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0,
"comparable_agents": 6,
"quarantined_agents": 0,
"confidence": "high",
"published": {
"d": false,
"w": false,
"m": false
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": null
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_series": {
"individual": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"pro": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"team_sme": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"enterprise": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
]
},
"tier_own_move": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_agents": {
"individual": 3,
"pro": 6,
"team_sme": 2,
"enterprise": 1
},
"obs_range": {
"d": null,
"w": null,
"m": null
},
"tier_obs_range": {
"d": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"w": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"m": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
}
}
},
"pricing": {
"sampleSize": 13,
"observed": 9,
"byPersona": {
"free": {
"n": 4,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"individual": {
"n": 4,
"nPriced": 3,
"reliability": "low",
"median": 62.5,
"p25": 35.75,
"p75": 201.25,
"min": 9,
"max": 340,
"mean": 137.17,
"stdev": 177.68,
"usageShare": 0
},
"pro": {
"n": 9,
"nPriced": 8,
"reliability": "medium",
"median": 39.49,
"p25": 23.5,
"p75": 86.46,
"min": 19,
"max": 870,
"mean": 150.98,
"stdev": 292.63,
"usageShare": 0
},
"team_sme": {
"n": 2,
"nPriced": 2,
"reliability": "low",
"median": 110.34,
"p25": 69.67,
"p75": 151,
"min": 29,
"max": 191.67,
"mean": 110.34,
"stdev": 115.03,
"usageShare": 0
},
"enterprise": {
"n": 4,
"nPriced": 1,
"reliability": "none",
"median": 1100,
"p25": 1100,
"p75": 1100,
"min": 1100,
"max": 1100,
"mean": 1100,
"stdev": 0,
"usageShare": 0
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"individual": {
"nMonthly": 3,
"p25": 35.75,
"median": 62.5,
"p75": 201.25,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"pro": {
"nMonthly": 8,
"p25": 23.5,
"median": 39.49,
"p75": 86.46,
"confidence": "medium",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 2,
"p25": 69.67,
"median": 110.34,
"p75": 151,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"enterprise": {
"nMonthly": 1,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
}
},
"byTierCohorts": {
"status": "ok",
"cohorts": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 545,
"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": "ai_property_maintenance_assist",
"usd": 340
},
{
"provider": "mobimentor_ai",
"usd": 750
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 460,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "diagnostics",
"usd": 29.99
},
{
"provider": "maintainx_ai",
"usd": 50
},
{
"provider": "ai_property_maintenance_assist",
"usd": 870
},
{
"provider": "mobimentor_ai",
"usd": 1450
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "per_user",
"median": 26.5,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "ai_maintenance_copilot_predict",
"usd": 19
},
{
"provider": "generative_ai_maintenance_assi",
"usd": 34
}
]
}
],
"rejected": {
"one_time": 1,
"ambiguous_cadence": 3,
"free_or_zero": 1
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 9,
"offers": [
{
"provider": "ai_property_maintenance_assist",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$340/mo",
"monthly_usd": 340
},
{
"provider": "ai_property_maintenance_assist",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$870/mo",
"monthly_usd": 870
},
{
"provider": "ai_property_maintenance_assist",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$1,100/mo",
"monthly_usd": 1100
},
{
"provider": "diagnostics",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29.99 / month",
"monthly_usd": 29.99
},
{
"provider": "maintainx_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$25 facturados mensualmente",
"monthly_usd": 25
},
{
"provider": "maintainx_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$75 facturados mensualmente",
"monthly_usd": 75
},
{
"provider": "mobimentor_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$750/mo billed annually",
"monthly_usd": 750
},
{
"provider": "mobimentor_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$1,450/mo billed annually",
"monthly_usd": 1450
},
{
"provider": "mobimentor_ai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$2,300/mo billed annually",
"monthly_usd": 2300
}
]
},
{
"billing": "monthly",
"unit": "per_user",
"count": 5,
"offers": [
{
"provider": "ai_maintenance_copilot_predict",
"tier": "individual",
"billing": "monthly",
"unit": "per_user",
"price": "$9/user/month",
"monthly_usd": 9
},
{
"provider": "ai_maintenance_copilot_predict",
"tier": "pro",
"billing": "monthly",
"unit": "per_user",
"price": "$19/user/month",
"monthly_usd": 19
},
{
"provider": "ai_maintenance_copilot_predict",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_user",
"price": "$29/user/month",
"monthly_usd": 29
},
{
"provider": "generative_ai_maintenance_assi",
"tier": "pro",
"billing": "monthly",
"unit": "per_user",
"price": "$19/user/month",
"monthly_usd": 19
},
{
"provider": "generative_ai_maintenance_assi",
"tier": "pro",
"billing": "monthly",
"unit": "per_user",
"price": "$49/user/month",
"monthly_usd": 49
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "med_vehicle_intelligence",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$49",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 3,
"offers": [
{
"provider": "generative_ai_maintenance_assi",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Sales",
"monthly_usd": null
},
{
"provider": "mobimentor_ai",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Quoted by sales",
"monthly_usd": null
},
{
"provider": "mobimentor_ai",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Quoted by sales",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 7,
"normalized_observations": 14,
"comparable_providers": 6,
"strict_cohorts": 3,
"exclusion_reasons": {
"one_time": 1,
"ambiguous_cadence": 3,
"free_or_zero": 1
}
}
}
},
"quoteOnlyProvidersByTier": {
"pro": 0,
"individual": 1,
"team_sme": 0,
"enterprise": 2
},
"billingMix": {
"subscription": 2,
"freemium": 5,
"free": 1,
"contact_sales": 1
},
"freeTierShare": 0.67,
"medianLowestUsd": 27.49
},
"movement": {
"niche": "predictive-maintenance",
"sector": "manufacturing-industrial",
"pricedNow": 6,
"pairs": 5,
"repriced": [],
"newlyPriced": [
"mobimentor_ai"
],
"droppedFromPriced": [],
"likeForLikePct": 0,
"kind": "composition",
"narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing."
},
"index_series": {
"series": [
{
"day": "2026-09-27",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 8,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-16",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-17",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-18",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-19",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-20",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-21",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-22",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-23",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-24",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-25",
"index": 100,
"pairs": 9,
"dayChangePct": 0
},
{
"day": "2026-10-26",
"index": 100,
"pairs": 12,
"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": "agentic_maintenance_schedule_p",
"name": "Agentic Maintenance Schedule Planning Agent",
"url": "https://xmpro.com/solutions-library/ai-agent-library,decision-agents/maintenance-schedule-planning-agent-schedule-optimizer",
"short_summary": "Continuously optimises maintenance schedules by balancing task urgency, resource availability, skill matching, and production constraints, dynamically adapting…",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). XMPro describes flexible subscription pricing based on use case and operational complexity but does not publish clear plan prices."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "shopfloor_copilot_aipowered_me",
"name": "Shopfloor Copilot Aipowered",
"url": "https://shopfloor-copilot.com/",
"short_summary": "AI-enhanced MES that monitors manufacturing OEE, maps machine signals to loss categories, provides RAG-grounded diagnostics, predictive maintenance, and shop-f…",
"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": "high",
"upvotes": 0
},
{
"agent_id": "ai_maintenance_copilot_predict",
"name": "AI Maintenance CoPilot",
"url": "https://maintainsoft.com/products/ai-maintenance-copilot",
"short_summary": "Predicts equipment failures and optimizes maintenance operations, generating work orders and providing maintenance recommendations",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 9,
"monthly_usd": 9,
"commitment": "monthly",
"basis": "$9 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$9/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Standard",
"price": "$19/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Team",
"price": "$29/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9,
"monthly_usd": 9,
"headline": "From $9/mo ($9 per user/month × 1)",
"summary": "From $9/mo ($9 per user/month × 1). MaintainSoft offers per-user subscription pricing starting at $9/month with a 7-day free trial and no credit card required."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "generative_ai_maintenance_assi",
"name": "Generative AI Maintenance Assistant for Steel",
"url": "https://oxmaint.com/industries/steel-plant/generative-ai-maintenance-assistant-steel",
"short_summary": "Provides AI-powered maintenance troubleshooting guidance, work instructions, and expert knowledge access for steel plant technicians via a natural-language cop…",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19 per user/month × 1",
"billing_verified": false,
"billing_note": "the pricing page has a \"Monthly Annually (Save 2 months)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
},
"currency": "USD",
"notes": [
"billing period unverified: the pricing page has a \"Monthly Annually (Save 2 months)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
],
"lines": [
{
"name": "Lite",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$19/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Agentic",
"price": "$49/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Contact Sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo ($19 per user/month × 1) (billing period unverified: page has a Monthly/Annual toggle)",
"summary": "Free plan; paid from $19/mo ($19 per user/month × 1) (billing period unverified: page has a Monthly/Annual toggle). Oxmaint offers a freemium CMMS with a free Lite tier, paid Pro ($19/user/month) and Agentic ($49/user/month) plans with AI features, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "maintenance_prediction_agent_8",
"name": "Maintenance prediction agent",
"url": "https://adoption.microsoft.com/en-us/scenario-library/manufacturing/maintenance-prediction-agent",
"short_summary": "Predicts equipment failures in advance by analyzing sensor data and machine logs to enable proactive maintenance and reduce unplanned downtime",
"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": "med_vehicle_intelligence",
"name": "MED Vehicle Intelligence",
"url": "https://myeverydaydriver.com ",
"short_summary": "provides automotive repair and maintenance advisory services including repair estimate evaluation, fix-or-replace decisions, and vehicle maintenance guidance",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free tools and AI vehicle advisor",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Written second opinion",
"price": "$49",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free; Written second opinion $49 (one-time)",
"summary": "Free; Written second opinion $49 (one-time). My Everyday Driver offers free automotive guidance tools and a $49 written repair-quote second opinion delivered within 24 hours."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "mobimentor_ai",
"name": "mobiMentor AI",
"url": "https://verosoftdesign.com/features/mobimentor-ai",
"short_summary": "Streamlines preventive and predictive maintenance and asset management by automating admin tasks like work orders, shift handovers, reports, dispatching, and g…",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 750,
"monthly_usd": 750,
"commitment": "annual",
"basis": "$750/month, billed annually (annual commitment)"
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starter",
"price": "$750/mo billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Standard",
"price": "$1,450/mo billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Scale",
"price": "$2,300/mo billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Enterprise Light",
"price": "Quoted by sales",
"kind": "custom"
},
{
"name": "Enterprise",
"price": "Quoted by sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 750,
"monthly_usd": 750,
"headline": "Free plan; paid from $750/mo (annual commitment)",
"summary": "Free plan; paid from $750/mo (annual commitment). Verovia offers a permanent free plan, three paid plans priced per month with annual billing, and two sales-quoted enterprise plans; monthly billing costs 5% more."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "vijan_maintenance_scheduler",
"name": "Maintenance Scheduler AI Agent",
"url": "https://vijan.ai/agent-tracker/maintenance-scheduler",
"short_summary": "Optimizes preventive maintenance schedules for generation assets, transmission lines, and distribution infrastructure using predictive analytics and machine le…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing is shown for the Maintenance Scheduler agent."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "ai_property_maintenance_assist",
"name": "AI Property Maintenance Assistant",
"url": "https://estatespace.com/ai-property-maintenance-assistant-predictive-automation",
"short_summary": "automates and predicts property maintenance tasks, scheduling, vendor coordination, and compliance tracking for estate management",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 340,
"monthly_usd": 340,
"commitment": "monthly",
"basis": "$340/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$340/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional",
"price": "$870/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "$1,100/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 340,
"monthly_usd": 340,
"headline": "From $340/mo",
"summary": "From $340/mo. EstateSpace offers three tiered subscription plans starting at $340/month for property maintenance automation, with annual discounts of 10–20% available."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "maintainx_ai",
"name": "Maintainx Ai",
"url": "https://getmaintainx.com/use-cases/ai-powered-maintenance-operations",
"short_summary": "AI-powered CMMS platform for maintenance teams. Features MaintainX CoPilot for real-time guidance, anomaly detection, smart work estimates, and automated work…",
"price": {
"commercial": {
"entry_offer": {
"line": "Esencial",
"monthly_native": 25,
"monthly_usd": 25,
"commitment": "monthly",
"basis": "$25/month",
"billing_verified": true
},
"annual_option": {
"line": "Esencial (annual billing)",
"monthly_equivalent_native": 1.67,
"total_native": 20
},
"currency": "USD",
"lines": [
{
"name": "Básico",
"price": "$0 por usuario/mes",
"kind": "free",
"billed": "monthly"
},
{
"name": "Esencial",
"price": "$25 facturados mensualmente",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Esencial (annual billing)",
"price": "$20 por usuario al mes (anual) facturados mensualmente billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Premium",
"price": "$75 facturados mensualmente",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Premium (annual billing)",
"price": "$65 por usuario al mes (anual) facturados mensualmente billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Empresas",
"price": "Precios personalizados",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free plan; paid from $25/mo; $1.67/mo equivalent billed annually",
"summary": "Free plan; paid from $25/mo; $1.67/mo equivalent billed annually. MaintainX ofrece un plan gratuito permanente y planes por usuario desde $25 al mes facturados mensualmente, con tarifas anuales anunciadas de $20 y $65 por usuario al mes para Esencial y Premium."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "apprentice",
"name": "Apprentice",
"url": "https://apprentice.io/",
"short_summary": "automates manufacturing workflows such as alarm response, troubleshooting, batch record/exception review, deviation investigation, recipe authoring, shift hand…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown on the homepage or pricing page; visitors are directed to schedule a demo or contact the company."
},
"home_niche": "manufacturing-process-optimization",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "factana_industrial_ai_copilot",
"name": "Factana Industrial Ai Copilot",
"url": "https://factana.com/industrial-ai-services/ai-copilot",
"short_summary": "AI copilot platform for manufacturing operations providing insights, automation, and recommendations for production planning, asset maintenance, quality inspec…",
"price": {
"commercial": {
"entry_offer": {
"line": "Fogwing CMMS Software",
"monthly_native": 15,
"monthly_usd": 15,
"commitment": "monthly",
"basis": "$15 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Fogwing CMMS Software",
"price": "$15 per user / month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Fogwing Matrix Software",
"price": "Contact Us for Quote",
"kind": "custom"
},
{
"name": "Fogwing Vision Software",
"price": "Contact Us for Quote",
"kind": "custom"
},
{
"name": "Fogwing IoT Platform",
"price": "$24 per month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Fogwing Eco Software",
"price": "Contact Us for Quote",
"kind": "custom"
},
{
"name": "Asset Operations Management Suite",
"price": "Contact Us for Quote",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 15,
"monthly_usd": 15,
"headline": "From $15/mo ($15 per user/month × 1)",
"summary": "From $15/mo ($15 per user/month × 1). Fogwing publicly lists CMMS pricing from $15 per user per month and IoT platform pricing from $24 per month, while other products require a quote."
},
"home_niche": "manufacturing-process-optimization",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/predictive-maintenance",
"summary": {
"niche": "predictive-maintenance",
"sector": "manufacturing-industrial",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $870/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 870,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"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": [
340,
750
]
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "predictive-maintenance"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/predictive-maintenance",
"counts": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 9,
"providers_with_numeric_monthly_price_latest_scan": 6,
"like_for_like_comparable_pairs": 5
},
"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": 545,
"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": "ai_property_maintenance_assist",
"usd": 340
},
{
"provider": "mobimentor_ai",
"usd": 750
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 460,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "diagnostics",
"usd": 29.99
},
{
"provider": "maintainx_ai",
"usd": 50
},
{
"provider": "ai_property_maintenance_assist",
"usd": 870
},
{
"provider": "mobimentor_ai",
"usd": 1450
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "per_user",
"median": 26.5,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "ai_maintenance_copilot_predict",
"usd": 19
},
{
"provider": "generative_ai_maintenance_assi",
"usd": 34
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 9,
"normalized_observations": 14,
"comparable_providers": 6,
"strict_cohorts": 3,
"exclusion_reasons": {
"one_time": 1,
"ambiguous_cadence": 3,
"free_or_zero": 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": {
"one_time": 1,
"ambiguous_cadence": 3,
"free_or_zero": 1
},
"billing_mix": {
"subscription": 2,
"freemium": 5,
"free": 1,
"contact_sales": 1
},
"free_tier_share": 0.67,
"top_providers": [
{
"agent_id": "agentic_maintenance_schedule_p",
"name": "Agentic Maintenance Schedule Planning Agent",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). XMPro describes flexible subscription pricing based on use case and operational complexity but does not publish clear plan prices."
},
"observed": true
},
{
"agent_id": "shopfloor_copilot_aipowered_me",
"name": "Shopfloor Copilot Aipowered",
"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": "ai_maintenance_copilot_predict",
"name": "AI Maintenance CoPilot",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 9,
"monthly_usd": 9,
"commitment": "monthly",
"basis": "$9 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$9/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Standard",
"price": "$19/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Team",
"price": "$29/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9,
"monthly_usd": 9,
"headline": "From $9/mo ($9 per user/month × 1)",
"summary": "From $9/mo ($9 per user/month × 1). MaintainSoft offers per-user subscription pricing starting at $9/month with a 7-day free trial and no credit card required."
},
"observed": true
},
{
"agent_id": "generative_ai_maintenance_assi",
"name": "Generative AI Maintenance Assistant for Steel",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19 per user/month × 1",
"billing_verified": false,
"billing_note": "the pricing page has a \"Monthly Annually (Save 2 months)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
},
"currency": "USD",
"notes": [
"billing period unverified: the pricing page has a \"Monthly Annually (Save 2 months)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
],
"lines": [
{
"name": "Lite",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$19/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Agentic",
"price": "$49/user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Contact Sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo ($19 per user/month × 1) (billing period unverified: page has a Monthly/Annual toggle)",
"summary": "Free plan; paid from $19/mo ($19 per user/month × 1) (billing period unverified: page has a Monthly/Annual toggle). Oxmaint offers a freemium CMMS with a free Lite tier, paid Pro ($19/user/month) and Agentic ($49/user/month) plans with AI features, and custom Enterprise pricing."
},
"observed": true
},
{
"agent_id": "maintenance_prediction_agent_8",
"name": "Maintenance prediction agent",
"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": "predictive-maintenance"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "predictive-maintenance",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "agentic_maintenance_schedule_p"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "agentic_maintenance_schedule_p"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
7 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
AI Maintenance CoPilotPredicts equipment failures and optimizes maintenance operations, generating work orders and providing maintenance recommendations
MED Vehicle Intelligenceprovides automotive repair and maintenance advisory services including repair estimate evaluation, fix-or-replace decisions, and vehicle maintenance guidance
mobiMentor AIStreamlines preventive and predictive maintenance and asset management by automating admin tasks like work orders, shift handovers, reports, dispatching, and g…
AI Property Maintenance Assistantautomates and predicts property maintenance tasks, scheduling, vendor coordination, and compliance tracking for estate management
Maintainx AiAI-powered CMMS platform for maintenance teams. Features MaintainX CoPilot for real-time guidance, anomaly detection, smart work estimates, and automated work…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.