Carbon Accounting Scope3
Query this niche via MCP
niche_report({ niche: "carbon-accounting-scope3" })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": "carbon-accounting-scope3",
"parent_sector": "agriculture-climate",
"provider_type_pricing": {
"slug": "carbon-accounting-scope3",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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"confidence": "insufficient",
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},
"mcp": {
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"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": [
"climate-risk-modelling",
"crop-monitoring-precision-ag",
"water-network-monitoring-agent",
"weather-data-api"
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"market_pulse": {
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"evidence": {
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"tier": "pro",
"unit": "flat",
"provider": "climate_seal",
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{
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"count": 1,
"offers": [
{
"provider": "climate_seal",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "From $299/month",
"monthly_usd": 299
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "carbon_factor_matcher",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$5 one-time",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "carbonfootprint",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$5 / 100 credits",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 4,
"offers": [
{
"provider": "breeze_sustainability",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact",
"monthly_usd": null
},
{
"provider": "breeze_sustainability",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact",
"monthly_usd": null
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{
"provider": "carbonfootprint",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
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{
"provider": "climate_seal",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
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]
}
],
"coverage": {
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"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
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"ambiguous_cadence": 4,
"usage_not_monthly": 1,
"one_time": 1
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}
},
"billingMix": {
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"freeTierShare": 1,
"medianLowestUsd": 299
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"movement": null,
"index_series": {
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{
"day": "2026-07-19",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-07-20",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-21",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-22",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-23",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-24",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-25",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-26",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-27",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-30",
"index": 100,
"pairs": 4,
"dayChangePct": 0
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{
"day": "2026-07-31",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-08-03",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-08-04",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-08-05",
"index": 100,
"pairs": 1,
"dayChangePct": 0
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{
"day": "2026-08-06",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 1,
"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": "carbon_agent",
"name": "Carbon Agent",
"url": "https://sciencepublishinggroup.com/article/10.11648/j.ijees.20261102.11",
"short_summary": "analyzes oilfield carbon emission data via natural-language interaction, performing intent parsing, SQL generation, statistical computation, chart rendering, a…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown in the supplied page content."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "greenspark",
"name": "Greenspark - Support Nature Based Solutions (Plant trees, Offset CO2 & more)",
"url": "https://www.getgreenspark.com/",
"short_summary": "enables AI builders and agents to add verified impact actions like planting trees, recovering ocean-bound plastic, protecting bees, restoring kelp, offsetting…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Greenspark presents business sustainability products but does not publish public plan pricing on the supplied pages."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "vijan_ai_carbon_credit_manager",
"name": "Vijan Ai Carbon Credit Manager",
"url": "https://vijan.ai/agent-tracker/carbon-credit-manager",
"short_summary": "Tracks, values, and trades carbon credits and renewable energy certificates across voluntary and compliance markets",
"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 Carbon Credit Manager agent."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "carbon_factor_matcher",
"name": "carbon-factor-matcher",
"url": "https://zerocarbonlogic.com",
"short_summary": "intelligent emission factor matching from ELCD and ecoinvent databases",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "Zero Carbon Logic offers a permanent free tier and a $5 one-time Pro license with expanded databases, hybrid matching, unlimited queries, and lifetime access."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "carbonfootprint",
"name": "Carbonfootprint",
"url": "https://ecosemantic.com",
"short_summary": "Discover and run life cycle assessment analyses across searchable categories and datasets. Set session defaults to streamline repeated work and keep projects c…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "EcoSemantic offers 200 free credits, pay-as-you-go credits at $5 per 100 credits, and custom enterprise volume pricing."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "breeze_sustainability",
"name": "Breeze Sustainability",
"url": "https://mybreeze.io/",
"short_summary": "Sustainability platform with AI-powered tools for GHG and ESG data automation, carbon footprint calculations, emissions reporting, and competitive benchmarking…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "Breeze offers a free Starter plan with basic GHG accounting features; paid Essentials and Advanced tiers require contacting sales for pricing."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "carbon_trail",
"name": "Carbon Trail",
"url": "https://carbon-transparency.org/solutions/carbon-trail",
"short_summary": "AI-powered sustainability platform for fashion and retail brands that automates Life Cycle Assessments (LCAs) using primary supply chain data. Provides carbon…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or billing plans were observed for Carbon Trail in the supplied pages."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "climate_seal",
"name": "Climate Seal",
"url": "https://climate-seal.com/",
"short_summary": "AI-powered carbon accounting workspace that automates the transformation of BOM and supplier data into verification-ready PCF, Scope 3, CBAM and EPD reports. U…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 299,
"monthly_usd": 299,
"headline": "Free tier, then from $299/mo",
"summary": "Free tier, then from $299/mo. Climate Seal offers a free trial tier, professional plans starting at $299/month with usage-based pricing, and custom enterprise solutions for multi-team carbon accounting."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "greenmetrica",
"name": "Greenmetrica",
"url": "https://greenmetrica.com/",
"short_summary": "automates ESG/sustainability data workflows including validating reports against regulations, consolidating ESG reports, finding and comparing data across docu…",
"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."
},
"home_niche": "esg-reporting",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/carbon-accounting-scope3",
"summary": {
"niche": "carbon-accounting-scope3",
"sector": "agriculture-climate",
"pricing_by_provider_type": {
"headline": "No published benchmark for carbon-accounting-scope3 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": "carbon-accounting-scope3"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/carbon-accounting-scope3",
"counts": {
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"listings_with_observed_public_price": 4,
"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": {
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"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": "climate_seal",
"monthly_usd": 299
}
],
"pricing_coverage": {
"listings_with_price_capture": 8,
"listings_with_observed_public_price": 4,
"normalized_observations": 1,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"free_or_zero": 1,
"ambiguous_cadence": 4,
"usage_not_monthly": 1,
"one_time": 1
}
},
"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": {
"free_or_zero": 1,
"ambiguous_cadence": 4,
"usage_not_monthly": 1,
"one_time": 1
},
"billing_mix": {
"freemium": 4
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "carbon_agent",
"name": "Carbon 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 in the supplied page content."
},
"observed": false
},
{
"agent_id": "greenspark",
"name": "Greenspark - Support Nature Based Solutions (Plant trees, Offset CO2 & more)",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Greenspark presents business sustainability products but does not publish public plan pricing on the supplied pages."
},
"observed": false
},
{
"agent_id": "vijan_ai_carbon_credit_manager",
"name": "Vijan Ai Carbon Credit Manager",
"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 Carbon Credit Manager agent."
},
"observed": false
},
{
"agent_id": "carbon_factor_matcher",
"name": "carbon-factor-matcher",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "Zero Carbon Logic offers a permanent free tier and a $5 one-time Pro license with expanded databases, hybrid matching, unlimited queries, and lifetime access."
},
"observed": true
},
{
"agent_id": "carbonfootprint",
"name": "Carbonfootprint",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "EcoSemantic offers 200 free credits, pay-as-you-go credits at $5 per 100 credits, and custom enterprise volume pricing."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "carbon-accounting-scope3"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "carbon-accounting-scope3",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "carbon_agent"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "carbon_agent"
},
"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
Ccarbon-factor-matcherintelligent emission factor matching from ELCD and ecoinvent databases
mcpFree tierpaid plans vary—100% live
CarbonfootprintDiscover and run life cycle assessment analyses across searchable categories and datasets. Set session defaults to streamline repeated work and keep projects c…
Breeze SustainabilitySustainability platform with AI-powered tools for GHG and ESG data automation, carbon footprint calculations, emissions reporting, and competitive benchmarking…
Climate SealAI-powered carbon accounting workspace that automates the transformation of BOM and supplier data into verification-ready PCF, Scope 3, CBAM and EPD reports. U…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.