metso.com

Other

64/100

GEO 75.08AEO 50.93AI Extractability 100

Last scanned Jul 8, 2026 · Methodology v4.5 · View Leaderboard →

metso.com scored 64/100 on AI-readiness across 48 parameters measured against ChatGPT, Claude, Perplexity, and Gemini visibility checks. 20 parameters passed, 8 failed, and 12 need improvement. Strongest area: Discovery & Metadata. Weakest: Answer Positioning. Compared to other other.general sites, this score is in the 90th percentile.

The website metso.com features the specific page title Metso - Partner for positive change - Metso. An evaluation by friendly4AI has analyzed this website and assigned it an AI-readiness score of 64. The meta description for the site details that Metso operates as a frontrunner in sustainable technologies, end-to-end solutions and services for the aggregates, minerals processing and metals refining industries globally.

20 Pass

8 Fail

12 Needs Improvement

Engine-specific readiness

These are derived on-page readiness estimates for each engine's grounding index — not live engine queries.

Microsoft Copilot · ChatGPT Search

Bing index

Google AI Mode · Gemini

Google ranking

Limited signal

Perplexity

Own index

Limited signal

Claude

Brave Search

Limited signal

Why per-provider matters: ChatGPT and Perplexity disagree by up to 22× on the same prompt set. A single-engine score is a sampling error.

AI Extractability

AI Extractability: 100/100

How easily AI engines can extract and cite this page. Combines freshness, schema, and answer-block placement.

Freshness

Fresh

Fresh — last modified 0 days ago. Inside the 7–14 day refresh window AI engines reward.

Source:date_header

Freshness: page modified 0 days ago. Inside Perplexity 2–3 day window. Inside 13-week recent band. Far from 26-week at-risk threshold.

Perplexity 2–3d

Schema / Structured Data

organization

1 schema type detected (organization). Schema markup is associated with +44% AI citations; FAQPage is the strongest single addition.

Answer Block

Present

Answer block present — 49 words at position 38, inside a 134-word context passage. Matches the documented 40–60 word target.

Answer block starts at word 38, spans 49 words within a 134-word context passage.

GEO — Generative Engine Optimization

Parameters that determine how well AI crawlers can discover and index your content.

Crawlability & Access

robots.txt accessibilityLearn more	Pass
HTTP status and reachabilityLearn more	Pass
AI usage declaration GEO + AEO Learn more	Fail
AI opt-out technical signals GEO + AEO Learn more	Pass
AI crawler access controlLearn more	Pass
Paywall and login gating detectionLearn more	Pass
Search-bot network reachabilityLearn more	Pass

Discovery & Metadata

sitemap.xml availabilityLearn more	Pass
Structured Data (schema.org)Learn more	Pass
Page metadataLearn more	Pass
URL stabilityLearn more	Pass
Structured data (schema.org/JSON-LD) coverageLearn more	Partial
Security headers baselineLearn more	Pass
FAQ schema detection GEO + AEO Learn more	Fail
Internal link coverageLearn more	Pass
Content-type schema alignmentLearn more	N/A
IndexNow push-protocol adoptionLearn more	Fail
Entity grounding via sameAs linksLearn more	Fail

API & Agent Readiness

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A

Content Structure

Semantic HTML structure GEO + AEO Learn more	Partial
Content visibility without JavaScriptLearn more	Pass
Alt text and accessibility labels GEO + AEO Learn more	Pass
Heading hierarchy quality GEO + AEO Learn more	Partial
Nosnippet directive detectionLearn more	Pass
Paragraph length distributionLearn more	Partial
Section length distributionLearn more	Partial
Dated statistics ratioLearn more	Pass
Comparison table presenceLearn more	N/A
Entity name consistencyLearn more	Partial
Multimedia coverage and alignmentLearn more	Partial

AI-Specific Protocols

AI manifests coverageLearn more	Fail
llms.txt file presence Experimental Learn more	Pass
UCP manifest availabilityLearn more	N/A

Content Quality

Content freshness GEO + AEO Learn more	Pass
Core Web Vitals (page experience)Learn more	Partial

AEO — Answer Engine Optimization

Parameters that influence how AI systems cite and surface your content in answers.

AI Integration

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Fail
AI usage declaration GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A
AI opt-out technical signals GEO + AEO Learn more	Pass

Content Authority & Quality

Semantic HTML structure GEO + AEO Learn more	Partial
Alt text and accessibility labels GEO + AEO Learn more	Pass
Content freshness GEO + AEO Learn more	Pass
Author authority signalsLearn more	Fail
Heading hierarchy quality GEO + AEO Learn more	Partial
Content depthLearn more	Pass
Citation and evidence densityLearn more	Partial

Answer Positioning

FAQ schema detection GEO + AEO Learn more	Fail
Answer-oriented content structureLearn more	Partial
Answer-first H2 complianceLearn more	Partial
Chunk extractability (self-contained H2 blocks)Learn more	Partial
TL;DR / Key Takeaways sectionLearn more	N/A
Answer block shapeLearn more	Pass

Scores higher than 90% of Other sites

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