Carbon Accounting Scope3
Query this niche via MCP
market_report({ query: "Carbon Accounting Scope3", response_mode: "summary" })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.
What the figures on this page are. This page is Agentery's fixed-niche view of Carbon Accounting Scope3 (latest observation 2026-10-14T03:32:48.116Z). 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
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"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."
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"url": "https://sciencepublishinggroup.com/article/10.11648/j.ijees.20261102.11",
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{
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"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": {
"commercial": {
"rates": [
{
"line": "Pay As You Go",
"per": "per 100 credit",
"text": "$5 per 100 credit"
}
],
"currency": "USD",
"lines": [
{
"name": "Start Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pay As You Go",
"price": "$5 / 100 credits",
"kind": "usage_rate",
"unit": "100 credit",
"billed": "usage"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$5 per 100 credit (usage-based)",
"summary": "$5 per 100 credit (usage-based). 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": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Essentials",
"price": "Contact",
"kind": "custom"
},
{
"name": "Advanced",
"price": "Contact",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free plan; paid plans by quote",
"summary": "Free plan; paid plans by quote. 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 price found on the vendor site."
},
"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": {
"commercial": {
"entry_offer": {
"line": "Professional",
"monthly_native": 299,
"monthly_usd": 299,
"commitment": "monthly",
"basis": "$299/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free Start",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Professional",
"price": "From $299/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 299,
"monthly_usd": 299,
"headline": "Free plan; paid from $299/mo",
"summary": "Free plan; paid 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": {
"listings_with_price_capture": 9,
"listings_with_observed_public_price": 5,
"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": "observed_offers_only",
"pricing_by_tier": null,
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 3,
"offers": [
{
"provider": "climate_seal",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "From $299/month",
"monthly_usd": 299
},
{
"provider": "greencalculus_api",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$49/mo",
"monthly_usd": 49
},
{
"provider": "greencalculus_api",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$299/mo",
"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": 5,
"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
},
{
"provider": "carbonfootprint",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "climate_seal",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "greencalculus_api",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 9,
"listings_with_observed_public_price": 5,
"normalized_observations": 3,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"ambiguous_cadence": 5,
"usage_not_monthly": 1,
"free_or_zero": 1,
"one_time": 1
}
},
"pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
"pricing_excluded_observations": {
"ambiguous_cadence": 5,
"usage_not_monthly": 1,
"free_or_zero": 1,
"one_time": 1
},
"billing_mix": {
"freemium": 5
},
"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": "greencalculus_api",
"name": "Greencalculus",
"price": {
"commercial": {
"entry_offer": {
"line": "Developer",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Developer",
"price": "$49/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business",
"price": "$299/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo",
"summary": "Free plan; paid from $49/mo. GreenCalculus offers a permanent free tier, with paid Developer and Business plans at $49/mo and $299/mo, plus custom Enterprise pricing."
},
"observed": true
},
{
"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": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$5 one-time",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free; Pro $5 (one-time)",
"summary": "Free; Pro $5 (one-time). 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
}
],
"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
5 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
GGreencalculusLook up greenhouse-gas emission factors and run standards-based carbon calculations (activity-based, embodied EN 15978, PCAF financed emissions) — every result…
mcp$49from / mo—88% liveCcarbon-factor-matcherintelligent emission factor matching from ELCD and ecoinvent databases
mcpFree tierpaid plans vary—88% 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.