Benchmarking

Fast, comparable insights at scale.

Benchmark thousands of disclosures against global or custom frameworks so your team can compare, contextualize, and act faster.

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The challenge

Benchmarking shouldn't break at scale.

But it does.

Teams pull PDFs, build spreadsheets, and rely on manual review that can't keep up with the volume. Consistency slips. Coverage gets limited.

Manifest replaces this with a purpose-built AI engine.

Weeks of manual research, reduced to hours

Stop pulling documents by hand. Automatically ingest and analyze thousands of disclosures, with results ready to act on.

⚖️

Consistent methodology, every time

No analyst variance. Your framework is applied the same way across every entity so comparisons hold up.

🔍

Every finding tied to its source

Fully cited outputs built to stand up to scrutiny from auditors, regulators, and stakeholders.

How it works

From unstructured information to comparable insights.

01

Ingest at scale

Point Manifest at any set of documents — public filings, sustainability reports, or private files. Thousands of documents, processed in minutes.

02

Apply criteria consistently

Your benchmarking criteria, applied the same way every time. No analyst variance. No methodology drift. Every comparison built on the same foundation.

03

Source-cited outputs

Every finding is traceable back to its source. Not summarized into a black box — auditor-ready, defensible, and built to hold up under scrutiny.

Who it's for

Built for teams that need to benchmark at scale.

🏢

Sustainability Teams

Benchmark against what matters
  • See how you perform vs. peers, competitors or sector leaders
  • Bring clear, evidence-backed insights to leadership
💼

Advisors & Consultants

Accelerate benchmarking deliverables
  • Produce client-ready outputs with cited evidence
  • Apply your methodology consistently across engagements
📊

Investors

Contrast portfolio company progress
  • Screen and compare disclosures across portfolios at scale
  • Spot gaps, inconsistencies, and outliers vs your internal criteria
🏛

Regulators & NGOs

Compare sectors, members, and more
  • Identify patterns, gaps, and inconsistencies at scale
  • Produce evidence-based insights to inform policy and guidance
The platform

Benchmarking the way it should work.

Side-by-side comparison views, criteria-level breakdowns, and source citations at every data point. Everything your team needs to move fast and stand behind the work.

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Benchmark your sector.

Book a 30-minute demo and learn how AI can help you evaluate entities at scale. No commitment required.