Ecommerce Arbitrage Agent
Query this niche via MCP
niche_report({ niche: "ecommerce-arbitrage-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": "ecommerce-arbitrage-agent",
"parent_sector": "ecommerce-retail",
"provider_type_pricing": {
"slug": "ecommerce-arbitrage-agent",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 29.5,
"p25": null,
"p75": null,
"providers": 2
},
"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": 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": "empty",
"observed_node_count": 0,
"adjacent_niches": [
"product-listing-optimization-ecom",
"review-summarisation-ecom",
"amazon-seller-automation",
"dynamic-pricing",
"ai-retail-pos-agent",
"return-processing-rma"
],
"market_pulse": {
"pulse": 35,
"drivers": [
"enterprise money present",
"1 new builder in 30d",
"11% of listings unresponsive"
],
"price_move_30d_pct": null,
"money_share": 0.25,
"entry_rate": 0.08333333333333333,
"alive_share": 0.8888888888888888
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0,
"comparable_agents": 2,
"quarantined_agents": 0,
"confidence": "thin",
"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
],
"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
],
"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
],
"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
]
},
"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": 1,
"pro": 2,
"team_sme": 1,
"enterprise": 0
},
"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": 7,
"observed": 4,
"byPersona": {
"free": {
"n": 3,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"individual": {
"n": 0,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"pro": {
"n": 3,
"nPriced": 3,
"reliability": "low",
"median": 30,
"p25": 29.5,
"p75": 135,
"min": 29,
"max": 240,
"mean": 99.67,
"stdev": 121.53,
"usageShare": 0
},
"team_sme": {
"n": 1,
"nPriced": 1,
"reliability": "none",
"median": 99,
"p25": 99,
"p75": 99,
"min": 99,
"max": 99,
"mean": 99,
"stdev": 0,
"usageShare": 0
},
"enterprise": {
"n": 1,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"individual": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"pro": {
"nMonthly": 3,
"p25": 29.5,
"median": 30,
"p75": 135,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 1,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"enterprise": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
}
},
"byTierCohorts": {
"status": "ok",
"cohorts": [
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 82,
"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": "lumnix",
"usd": 29
},
{
"provider": "energent",
"usd": 135
}
]
}
],
"rejected": {
"ambiguous_cadence": 1
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 4,
"offers": [
{
"provider": "energent",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$30 per month",
"monthly_usd": 30
},
{
"provider": "energent",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$240 per month",
"monthly_usd": 240
},
{
"provider": "lumnix",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 /month",
"monthly_usd": 29
},
{
"provider": "lumnix",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99 /month",
"monthly_usd": 99
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "energent",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom pricing",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 2,
"normalized_observations": 4,
"comparable_providers": 2,
"strict_cohorts": 1,
"exclusion_reasons": {
"ambiguous_cadence": 1
}
}
}
},
"billingMix": {
"free": 2,
"freemium": 2
},
"freeTierShare": 1,
"medianLowestUsd": 29.5
},
"movement": {
"niche": "ecommerce-arbitrage-agent",
"sector": "ecommerce-retail",
"pricedNow": 2,
"pairs": 2,
"repriced": [],
"newlyPriced": [],
"droppedFromPriced": [
"selloracle"
],
"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": 5,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 6,
"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": 3,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 3,
"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": "dsers_mcp_server",
"name": "DSers Official MCP Server",
"url": "https://mcp.dsers.com/get-started",
"short_summary": "automates dropshipping workflows including product import, pricing rules, and store publishing",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "DSers MCP is presented as a free hosted remote MCP server for automating dropshipping workflows."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "lumnix",
"name": "Lumnix",
"url": "https://lumnix.dev",
"short_summary": "AI-powered e-commerce research across Amazon, Alibaba & AliExpress for product opportunities, supplier vetting, and profit calculations",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "Free tier, then from $29/mo",
"summary": "Free tier, then from $29/mo. Lumnix offers a free forever plan, with paid Pro and Business subscriptions at $29 and $99 per month."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "selloracle",
"name": "SellOracle",
"url": "https://selloracle.com",
"short_summary": "provides pre-computed Etsy market analytics and Blue Ocean niche scores for AI agents",
"price": {
"observed": false,
"billing": "failed_to_load",
"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": "energent",
"name": "Energent",
"url": "https://energent.ai/use-cases/en/dropshipping",
"short_summary": "automates dropshipping operations including product research, listings, repricing, order fulfillment, and analytics",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "Free tier, then from $30/mo",
"summary": "Free tier, then from $30/mo. Energent offers a permanent free plan, $30-per-month Standard and $240-per-month Pro plans, plus custom-priced Enterprise plans."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "mercadolibre_mcp",
"name": "MercadoLibre MCP Server",
"url": "https://lumile.com.ar",
"short_summary": "Access MercadoLibre's API to search products, retrieve reviews, and check seller reputations",
"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": "resell_ops",
"name": "Resell Ops",
"url": "https://forum.cursor.com/t/built-a-custom-mcp-for-resellers-get-live-ebay-market-data-in-your-sidebar/159043",
"short_summary": "MCP server for Cursor that fetches live eBay sold-listing data and returns structured results for resale valuations, market research, and profit analysis.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage mentions five free searches for testing but provides no public paid pricing."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "sorftime_seller_agent",
"name": "Sorftime Seller Agent",
"url": "https://github.com/DannylydST/sorftime-seller-agent",
"short_summary": "An MCP-native marketplace intelligence agent for Amazon, Walmart, TikTok Shop, 1688, Shopee, and TEMU. It provides product discovery, competitor analysis, keyw…",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "The Sorftime Seller Agent is presented as a free, open-source AI-powered marketplace intelligence tool; no paid plan pricing is shown."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/ecommerce-arbitrage-agent",
"summary": {
"niche": "ecommerce-arbitrage-agent",
"sector": "ecommerce-retail",
"pricing_by_provider_type": {
"headline": "No published benchmark for ecommerce-arbitrage-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": "ecommerce-arbitrage-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ecommerce-arbitrage-agent",
"counts": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 4,
"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": "ok",
"pricing_by_tier": [
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 82,
"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": "lumnix",
"usd": 29
},
{
"provider": "energent",
"usd": 135
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 4,
"normalized_observations": 4,
"comparable_providers": 2,
"strict_cohorts": 1,
"exclusion_reasons": {
"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": {
"ambiguous_cadence": 1
},
"billing_mix": {
"free": 2,
"freemium": 2
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "dsers_mcp_server",
"name": "DSers Official MCP Server",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "DSers MCP is presented as a free hosted remote MCP server for automating dropshipping workflows."
},
"observed": true
},
{
"agent_id": "lumnix",
"name": "Lumnix",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "Free tier, then from $29/mo",
"summary": "Free tier, then from $29/mo. Lumnix offers a free forever plan, with paid Pro and Business subscriptions at $29 and $99 per month."
},
"observed": true
},
{
"agent_id": "selloracle",
"name": "SellOracle",
"price": {
"observed": false,
"billing": "failed_to_load",
"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": "energent",
"name": "Energent",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "Free tier, then from $30/mo",
"summary": "Free tier, then from $30/mo. Energent offers a permanent free plan, $30-per-month Standard and $240-per-month Pro plans, plus custom-priced Enterprise plans."
},
"observed": true
},
{
"agent_id": "mercadolibre_mcp",
"name": "MercadoLibre MCP Server",
"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": "ecommerce-arbitrage-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ecommerce-arbitrage-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "dsers_mcp_server"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "dsers_mcp_server"
},
"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.
ProviderTypeFromVs niche medianLiveness
DSers Official MCP Serverautomates dropshipping workflows including product import, pricing rules, and store publishing
Energentautomates dropshipping operations including product research, listings, repricing, order fulfillment, and analytics
Sorftime Seller AgentAn MCP-native marketplace intelligence agent for Amazon, Walmart, TikTok Shop, 1688, Shopee, and TEMU. It provides product discovery, competitor analysis, keyw…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.