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Sustain ESG Lab

Momentum, risk and change across 5,000+ listed companies — each classified by its ESG state.

This quarter: Very strong Industrials· Strong Healthcare· Moderate · Weak Materials· Very weak Oil & Gas
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Research output, not investment advice. Classification and state labels describe a company's measured ESG position, not recommendations to any person.
Biggest moves this week
5,042 companies tracked
72,180 events processed · Q1 2026
4 signal types · momentum, risk, transitions, exclusions
30 day rolling window · refreshed quarterly

What's moving

The biggest signal shifts in the last 30 days. Each row shows what changed, why, and what to do.

Mar 30, 2026 · 30-day window
Rio TintoRIO.L
Risk rising
Very weak

Board-level governance issue flagged. Incidents +45% vs last quarter.

ESG
36
12m trend
−7
BP plcBP.L
Getting worse
Weak

3 quarters without improvement. Controversy 2.1× sector avg.

ESG
28
12m trend
−12
Siemens AGSIE.DE
New leader
Very strong

3Q positive momentum → upgraded from Improving to Leader.

ESG
78
12m trend
+14
RELX plcREL.L
Early signal
Strong

Flat → Improving. Climate commitments tightening vs last quarter.

ESG
66
12m trend
+7

Biggest 12-month improvers

Top names gaining ESG score over the last 12 months.

Updated daily
# Company Sector ESG State 12m trend
1Siemens AG SIE.DEIndustrials78Very strong+14
2Schneider Electric SU.PAIndustrials74Very strong+11
3Unilever plc ULVR.LConsumer Staples71Very strong+9
4AstraZeneca plc AZN.LHealthcare69Strong+8
5RELX plc REL.LMedia66Strong+7
Dig deeper
Leaders, risk & exclusions, momentum, sector exposure and portfolio impact — the full analytics behind this page.

Free and open

All analytics published openly. No paywall, no login, no tracking.

Transparent by design

Every score, threshold, and limitation is documented. Nothing is a black box.

Built for decisions

Portfolio managers, researchers, and allocators. Transparent methodology, open access.

Where these signals come from
Our signal engine in 5 steps — entity resolution, event normalisation, cross-source validation.
Show

This platform does not overlay third-party ESG datasets. It runs a structured pipeline that resolves fragmented entity data, normalises inconsistent event signals, and validates across sources before any score is constructed. The value is in the issuer-level data engine — not the raw inputs.

01

Source ingestion

Event streams, climate commitment registries, issuer identity databases. No single source is treated as authoritative.

02

Entity resolution

Names, tickers, ISINs, LEIs reconciled into one issuer graph. 70,000+ records, duplicates collapsed.

03

Event normalisation

Incidents classified by severity and pillar. Duplicates deduplicated across sources. Temporal alignment.

04

Cross-source validation

Claims tested across sources. Commitments cross-referenced with incident patterns. Contradictions flagged.

05

Signal construction

Quality, Risk, Momentum layers computed independently on validated data. State classification and transition detection produce clear, evidence-backed outputs — not raw scores.

Event Registry SBTi Company registrar ISIN / LEI reference 70,000+ entities 5,000+ public companies
How to read this page

Every company sits in one of five level states, set by where its composite ESG score falls on the published bands.

Very strongScore 65+ — strong ESG position
StrongScore 57–64 — solid position
ModerateScore 50–56 — mid-range
WeakScore 43–49 — below average
Very weakScore below 43 — severe or persistent ESG risk

Signals

What's moved in the last 30 days across 5,000+ listed companies — filtered, ranked, and action-tagged.

7
Rising risk
4
Early signals
5
Getting better
12
State changes
Rising risk · 44% Early signals · 25% Getting better · 31%
Last update
Mar 30, 2026
Window
30-day rolling
Coverage
5,042 issuers
Events processed
72,180
Show
Sector
Full institutional report
The complete breakdown for every signal: per-issuer contribution, live 30-day incidents, climate-adjusted scores, and interactive what-if swaps.
Showing 16 signals · sorted by magnitude
Sort
Signal drivers Env Environmental Soc Social Gov Governance Each row also shows Level (where the score sits today) and 12m trend (how it has moved) — hover any value for what it means.
BP plcBP.L· Energy
7 events in 30 days — severity-weighted above threshold
EnvGov
Score28
12m trend−12
Very weak
Glencore plcGLEN.L· Materials
Controversy activity 3.2× sector average
EnvSoc
Score31
12m trend−10
Very weak
Shell plcSHEL.L· Energy
3 quarters without improvement signal
EnvGov
Score33
12m trend−9
Very weak
Rio TintoRIO.L· Materials
Board-level governance controversy flagged
Gov
Score36
12m trend−7
Weak
TotalEnergiesTTE.PA· Energy
4-event cluster, environmental pillar dominant
Env
Score34
12m trend−6
Very weak
ExxonMobilXOM· Energy
Litigation escalation — 2 new suits in 30 days
EnvGov
Score30
12m trend−5
Very weak
HSBC HoldingsHSBA.L· Financials
Financing-emissions disclosure gap — governance watch
Gov
Score48
12m trend−4
Weak
Siemens AGSIE.DE· Industrials
3Q positive momentum → upgraded to Leader
Soc
Score78
12m trend+14
Very strong
Schneider ElectricSU.PA· Industrials
SBTi commitment confirmed — controversy declining
EnvSoc
Score74
12m trend+11
Very strong
Unilever plcULVR.L· Consumer Staples
Incident frequency down 28% — E & S improving
Soc
Score71
12m trend+9
Very strong
Vestas Wind SystemsVWS.CO· Industrials
Supply-chain controversy resolved — score recovery
Env
Score70
12m trend+8
Very strong
ABB LtdABBN.SW· Industrials
Net-zero target validated — Scope 3 disclosed
Env
Score68
12m trend+6
Very strong
AstraZeneca plcAZN.L· Healthcare
Flat → Improving transition confirmed this period
Soc
Score69
12m trend+8
Strong
RELX plcREL.L· Media
Climate commitments tightening vs last quarter
Soc
Score66
12m trend+7
Strong
GSK plcGSK.L· Healthcare
Early turnaround — 2 consecutive positive quarters
Soc
Score64
12m trend+6
Strong
NestléNESN.SW· Consumer Staples
Water-stewardship program expanded — early momentum signal
EnvSoc
Score62
12m trend+5
Strong
How to read state transitions
The five transition types that our pipeline tracks and what each signal means.
Show
Leader → Getting worse
Early warning
Getting worse → Improving
Turnaround
Flat → Improving
Early entry zone
Improving → Getting worse
Reversal
Getting worse → Excluded
Exclusion trigger

Analytics

Leaders, risk & exclusions, momentum, exposure and portfolio impact — open any to explore the latest outputs.

Last updated Mar 30, 2026

ESG Leaders

01

Top-scoring companies across the universe — the highest-conviction ESG positions.

Use when: building a positive-tilt portfolio.

Risk & Exclusion Monitor

02

Companies with high controversy exposure — flagged for exclusion or close watch.

Use when: running exclusion screens.

Momentum Signals

03

Who's getting better, who's getting worse — and how fast.

Use when: spotting changes before they price in.

Exposure Map

04

ESG risk by sector and country — where exposure is concentrated.

Use when: making allocation decisions.

Portfolio Impact

05

Portfolio ESG score, drivers, and what-if swaps — test substitutions before you make them.

Use when: stress-testing portfolio construction.

Momentum Signals

Who's getting better, who's getting worse — and how fast.

Last updated Mar 30, 2026 · Based on rolling 12-month score change
Full momentum report
Every mover with incident, severity and persistence deltas, the full narrative, and the underlying event history.

Biggest improvers (12m)

Showing 5 of 15
State shows where the score sits today; the 12m column shows direction — a company can be improving fast and still sit in a low band.
#CompanySectorESGState12m
1Siemens AGIndustrials78Very strong+14
2Schneider ElectricIndustrials74Very strong+11
3Unilever plcCons. Staples71Very strong+9
4Vestas Wind SystemsIndustrials70Very strong+8
5AstraZeneca plcHealthcare69Strong+8
6ABB LtdIndustrials68Very strong+6
7RELX plcMedia66Strong+7
8GSK plcHealthcare64Strong+6
9NestléCons. Staples62Strong+5
10ØrstedUtilities75Very strong+5
11SAP SETechnology67Strong+5
12Novo NordiskHealthcare68Strong+4
13ASML HoldingTechnology65Strong+4
14Linde plcMaterials63Strong+3
15IberdrolaUtilities72Very strong+3

Biggest decliners (12m)

Showing 5 of 15
State shows where the score sits today; the 12m column shows direction — a company can deteriorate while still sitting in a high band.
#CompanySectorESGState12m
1BP plcEnergy28Very weak−12
2Glencore plcMaterials31Very weak−10
3Shell plcEnergy33Very weak−9
4Rio TintoMaterials36Weak−7
5TotalEnergiesEnergy34Very weak−6
6ExxonMobilEnergy30Very weak−5
7ChevronEnergy32Very weak−5
8HSBC HoldingsFinancials48Weak−4
9Anglo AmericanMaterials38Weak−4
10EquinorEnergy45Weak−3
11ArcelorMittalMaterials39Weak−3
12Saudi AramcoEnergy29Very weak−3
13BarclaysFinancials50Weak−2
14PetrobrasEnergy35Very weak−2
15Vale S.A.Materials37Weak−2

ESG Leaders

The highest-conviction ESG positions — top-scoring companies across the universe.

Last updated Mar 30, 2026 · Ranked by composite ESG score
Full ESG Leaders report
Every leader with pillar breakdown, sector rank, tier and the full score construction behind the signal.

Top ESG leaders

Showing 5 of 15
#CompanySectorESGState12m
1Siemens AGIndustrials78Very strong+14
2ØrstedUtilities75Very strong+5
3Schneider ElectricIndustrials74Very strong+11
4IberdrolaUtilities72Very strong+3
5Unilever plcCons. Staples71Very strong+9
6Vestas Wind SystemsIndustrials70Very strong+8
7AstraZeneca plcHealthcare69Strong+8
8ABB LtdIndustrials68Very strong+6
9Novo NordiskHealthcare68Strong+4
10SAP SETechnology67Strong+5
11RELX plcMedia66Strong+7
12ASML HoldingTechnology65Strong+4
13GSK plcHealthcare64Strong+6
14Linde plcMaterials63Strong+3
15NestléCons. Staples62Strong+5

Exposure Map

ESG risk by sector and country — where exposure is concentrated.

Last updated Mar 30, 2026 · Based on incident-weighted risk across the scored universe
Full exposure report
The full sector × country heatmap with severity mix, incident counts and the live 30-day activity overlay behind every cell.

Sector risk direction

Highest-exposure sectors
#SectorDirection
1Oil and Gas→ Mixed
2Utilities→ Mixed
3Media→ Mixed
4Development Banks, Central Banks, and Export Credit Agencies→ Mixed
5General Industrials→ Mixed
6Construction and Materials↓ Deteriorating
7Chemicals↓ Deteriorating
8Alternative Energy↓ Deteriorating
Ranked by incident-weighted exposure; direction is the net 30-day move across each sector's scored companies.

Concentration watchpoints

Sector & region
TypeNameSignal
SectorGeneral IndustrialsElevated risk avg risk-quality 32, 44% excluded
SectorTechnology Hardware and EquipmentElevated risk avg risk-quality 34, 27% excluded
RegionNorth MacedoniaRising exposure 1% excluded, incident density elevated
SectorOil and GasImproving momentum avg Δ30d: +0
Where risk is most concentrated right now — the cells to open first in the full heatmap.

Portfolio check

Paste up to 50 tickers or upload a CSV. Get a composite ESG score and an ESG-state breakdown across your holdings.

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Quick check — up to 50 tickers
Comma- or space-separated · Press Enter to run
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Try one of these:

ESG Score: — Q1 2026
What's happening

ESG Score
12m trend
Level
Sector rank

Signal history — last 90 days

No signal history available. Run the pipeline to generate time-series data.

Methodology

How every number on this site is produced — score by score, column by column.

Last revised Q2 2026 · Detailed methodology (PDF) — coming soon

What this page covers

Every value shown on this site — the composite ESG score, the Level and 12m trend columns, incident counts, severity and persistence words, pillar drivers, the ESG states, and the portfolio check — is explained below in the order you meet it on the site. Where a display uses a shorthand, this page gives the full derivation.

1 · The composite ESG score (0–100)

Seen on: Home · Signals · Analytics

Each covered company receives one continuous score from 0 to 100, built from four components:

ESG Score = Risk Quality + Commitment + Clean Record + Coverage Depth

Risk Quality reflects the company's controversy exposure — how many incidents it has, how severe they are, and how recent. Commitment reflects verifiable climate commitments (for example SBTi status), cross-checked against the incident record rather than taken at face value. Clean Record rewards a sustained absence of material incidents. Coverage Depth adjusts for how much independent data exists on the company, so a high score cannot be earned simply by being under-reported. There is no pass/fail step: the score is continuous, and the bands below are read off it.

2 · The three measures and their words

Seen on: Home · Signals · Analytics

The site describes each company along three separate measures. Each measure has its own vocabulary, and one word belongs to exactly one measure — a page labels the measure it is about, and other measures show as bare numbers.

Level — how good the record is now. Driven by the composite score; band cuts sit at 65 / 57 / 50 / 43, the lower bound of each band inclusive. Recomputed quarterly.

Score bandLevel
65–100Very strong
57–64Strong
50–56Moderate
43–49Weak
below 43Very weak

Trend — which way the record is moving over 30 days. Driven by momentum; band cuts sit at ±60 / ±20. Moves whenever incident data refreshes.

MomentumTrend
≥ +60Strongly improving
+20 to +60Improving
−20 to +20Flat
−60 to −20Deteriorating
≤ −60Strongly deteriorating

Exclusion — whether the company trips a screen. Output of the exclusion screens: Critical / Severe / Elevated / Watch, in descending severity. Exclusion bands follow the screens that produce them.

State words describe the company's measured ESG position under these published thresholds. They are properties of the company in our methodology, not recommendations to any person.

3 · Sector caps

Seen on: Analytics

Composite scores in Oil & Gas and Mining are hard-capped at 45; Coal and Tobacco are capped at 35. Caps apply after all other components, regardless of how well an individual company scores on conduct. This is a deliberate product-level exclusion on what a company does, kept separate from the conduct engine that measures how it behaves.

4 · The 12m trend column

Seen on: Home · Signals

Wherever you see 12m trend, it is the change in the composite ESG score over the rolling twelve months, expressed in score points. It is computed from the same incident and commitment inputs as the score itself, so a company's Level and trend can legitimately disagree — a low score can be improving fast (a recovery signal, not a quality signal), and cards flag that divergence explicitly when it occurs.

5 · Incidents, severity, and persistence

Card evidence lines follow one template: Incidents: 12 → 1 · Severity: low · not recurring.

Incidents counts distinct ESG incidents attributed to the company over the trailing 24 months, after deduplication across sources; an arrow (12 → 1) compares the prior year with the most recent year. Severity aggregates per-incident severity and is shown as a word: low (≤10), moderate (11–25), high (26–39), critical (40+). Persistence measures how continuously incidents recur and is shown as: ongoing (persistence ≥ 0.25), easing (0.10–0.25), not recurring (< 0.10). The severity and persistence cut points are the current calibration and are reviewed each quarter.

6 · Signal drivers (Env / Soc / Gov)

Seen on: Signals

Next to each signal you will see Env / Soc / Gov labels showing which ESG pillars that signal draws on. In the current release these come from the company's sector profile rather than from per-company incident attribution — a sector-level starting point, not a claim that every individual incident has been traced to a pillar. Per-company attribution is on the development roadmap, and this section will be updated when it ships.

7 · Quarterly sector call-outs

The five cards on the homepage (Very strong / Strong / Moderate / Weak / Very weak) are sector-level summaries for the current quarter. Each sector's constituent scores and 12-month trends are aggregated; the sector with the strongest positive momentum among adequately covered sectors appears under Very strong, the weakest under Very weak, and the sector whose aggregate score moved least appears under Moderate. The names quoted on each card are the largest individual contributors to that sector's move. If no sector qualifies for a state in a quarter, the card says so rather than forcing a pick.

8 · The portfolio check

The screener resolves each ticker against the covered universe. The portfolio composite is the weighted average of resolved holdings' ESG scores — weighted by position value (quantity × price) when a CSV provides them, equal-weighted otherwise. Unresolved names are listed separately and excluded from both the numerator and the denominator, so they can never silently drag the average. "Gap to Good / Strong" is the distance from your composite to the 57 and 65 band cuts. Exclusion-signal counts show how many holdings sit in the exclusion band; what-if swaps recompute the composite with flagged holdings removed.

9 · Sources and update cadence

Seen on: Every page

Incident data comes from Event Registry, which supplies the 24-month incident history, severity, pillar classification and UN Global Compact flags, together with the live 30-day incident view. Climate commitment data comes from the SBTi registry. Emissions data used in sector, country and company analysis comes from Climate TRACE. Issuer identity comes from a reconciled security master covering names, tickers, ISINs and LEIs.

These sources update on different cadences, so the site makes no single global "last updated" claim. Composite scores and the level words read off them are recomputed quarterly. Trend is a 30-day measure and moves whenever incident data refreshes. Exclusion bands follow the screens that produce them.

Limitations

Incident data carries media-coverage bias: well-covered companies accumulate more recorded incidents than poorly covered ones with similar conduct. Scores reflect reported controversy exposure and verifiable commitments, not a complete picture of ESG performance. Sector-level pillar tags are a prior, not per-incident attribution. Coverage varies by region and company size. Everything published here is research — a description of how companies measure under a stated methodology. None of it is investment advice or a personal recommendation to any person.

What is Sustain ESG Lab

An early-stage analytics platform that organises fragmented ESG data into clear, checkable analysis for investors, researchers, and wealth managers.

Mission

What we're building

ESG information is scattered across sources, inconsistent between them, and slow to reach the people who could actually use it. We collect it, reconcile it, check claims against each other, and publish the result in a clear, checkable form — with the working shown. We publish analysis, not recommendations.

Vision

Where we're headed

Today, good ESG information mostly sits inside large institutions. We want anyone — from a first-time investor to a professional analyst — to be able to check the ESG record of the companies they hold, quickly and for free. We cover 5,000+ listed companies today, and plan to add physical climate risk and private markets over time.

Purpose

Who this is for

Most individual investors don't have time to research the sustainability of every company they hold — but the interest is clearly there. Research cited by the UN Global Compact (drawing on Morgan Stanley, 2025) finds that 88% of investors are interested in portfolios that integrate sustainability, and academic work suggests around two-thirds of millennials want their investments to reflect their social and environmental values (Hildebrand et al., 2020; Pelster et al., 2024). The same research argues the case is financial as well as ethical.

We built this site to close the gap between that interest and the information: to make a company's ESG record easy to reach and easy to check, for anyone. Professional analysts and first-time investors see the same evidence, described the same way. And the boundary is deliberate — we describe companies under a published methodology; we don't recommend investments.

How we work

Operating principles

01
Checked, not just collected

Raw data sources have known biases. We normalise, validate, and reconcile across sources before publishing anything.

02
One assessment, in plain words

Every company state carries a single level label — Very strong / Strong / Moderate / Weak / Very weak — set by where its composite ESG score sits on the published bands. One vocabulary, the same for everyone.

03
Methodology over marketing

Score thresholds, sector caps, and time horizons are documented and stable. We publish how we score before we tell you what we score.

04
Honest about limits

Media-coverage bias, sector-specific data gaps, and the boundary between an exclusion screen and a regulatory fund label — every known limitation is documented alongside the scores it affects.

Get in touch

Talk to us

For institutional access, research collaborations, or data partnerships:

About us

Who is behind Sustain ESG Lab, and why it exists.

Why

Why this exists

Sustain ESG Lab grew out of a simple observation: investment choices carry real environmental weight. They fund the companies doing serious environmental damage, and they fund the ones doing better — and most people never see the information that would let them tell the difference. That information exists, but it sits behind paywalls, jargon and institutional tools.

This site shows how listed companies measure up on environmental, social and governance evidence — scores, incidents, commitments, and how they change over time. We bring together established data sources and present what they show in an accessible, checkable form.

Sustain ESG Lab is not authorised to give financial advice, and nothing here is an investment recommendation. What we publish is research: information people can weigh in their own decisions.

Team

Who we are

Dharma Couture — Founder. Final-year BSc Environment and Sustainable Development with Economics student at the London School of Economics.

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