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67/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability60%Agent Easeof Use53%Security& Trust62%GEO, AIO, AEO61%SEO100%Performance85%Accessibility93%
  • AI Discoverability 60 out of 100
  • Agent Ease of Use 53 out of 100
  • Security & Trust 62 out of 100
  • GEO, AIO and AEO 61 out of 100
  • SEO 100 out of 100
  • Performance 85 out of 100
  • Accessibility 93 out of 100

CAPTURED SCREENSHOT

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What AI sees of your website

Springer | Partner, knowledge, expertise favicon

Springer | Partner, knowledge, expertise

With a portfolio of over 2,700 journals and 220,000 books, Springer is a global leader in academic and scientific publishing.

Next step

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
60
Needs work3242View details
Discoverability
67
Needs work800
Content Readiness
34
Priority fix1842View details
Bot Access Control
75
Mostly ready600
Agent Ease of Use
53
Needs work630View details
Auth
39
Priority fix330View details
MCP
40
Priority fix100
Google Agentic Browsing
100
Strong200
GEO, AIO and AEO
61
Needs work800
GEO Readiness
Not Applicable
Not Applicable100
AIO Readiness
Not Applicable
Not Applicable400
AEO Readiness
Not Applicable
Not Applicable300
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
62
Needs work1300
Security & Trust
62
Needs work1300
Performance
85
Mostly ready1500
Performance
85
Mostly ready1500

Prioritized recommendations

Issues ranked by score impact

3 items need attention

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

Auth.md Agent Registration failed at "Fetch and validate /auth.md".

90 Fail

Needs attention

Auth.md Agent Registration

Failed check
01

Issue

auth.md response did not match Auth.md v1 agent registration guidance. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing OAuth Protected Resource Metadata discovery guidance; missing OAuth authorization-server metadata guidance; missing Auth.md credential type guidance; missing agent_verified/user_claimed or claim ceremony guidance.

02

Why it matters

Human login and signup flows are often opaque to agents. Auth.md gives automated clients a stable registration contract instead of forcing them to scrape docs, automate browser forms, or guess credential flows.

Check name

Auth.md Agent Registration

Score

10/100

Status

fail

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md v1 metadata so agents can discover how to register, claim a user, and obtain credentials.

Result

Auth.md Agent Registration failed at "Fetch and validate /auth.md".

Validation steps

  1. Fetch and validate /auth.md

    auth.md response did not match Auth.md v1 agent registration guidance. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing OAuth Protected Resource Metadata discovery guidance; missing OAuth authorization-server metadata guidance; missing Auth.md credential type guidance; missing agent_verified/user_claimed or claim ceremony guidance.

  2. Validate protected resource metadata

    OAuth Protected Resource Metadata could not be fetched.

  3. Validate Auth.md authorization metadata

    OAuth authorization-server metadata could not be fetched.

Evidence log3 steps · 20 lines
Fetch and validate /auth.md [fail]! auth.md response did not match Auth.md v1 agent registration guidance. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing OAuth Protected Resource Metadata discovery guidance; missing OAuth authorization-server metadata guidance; missing Auth.md credential type guidance; missing agent_verified/user_claimed or claim ceremony guidance.INFOFetch and validate /auth.mdINFOFetch Auth.md-related resource path="/auth.md" statusCode=200 contentType="text/html; charset=utf-8" bytes=3036FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILCompare Auth.md content length actual=2303 expected=">= 80 characters"WARNAuth.md validation warning warning="missing agent_verified/user_claimed or claim ceremony guidance"FAILAuth.md validation issue issue="auth.md response did not match Auth.md v1 agent registration guidance. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing OAuth Protected Resource Metadata discovery guidance; missing OAuth authorization-server metadata guidance; missing Auth.md credential type guidance; missing agent_verified/user_claimed or claim ceremony guidance."FAILauth.md response did not match Auth.md v1 agent registration guidance. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing OAuth Protected Resource Metadata discovery guidance; missing OAuth authorization-server metadata guidance; missing Auth.md credential type guidance; missing agent_verified/user_claimed or claim ceremony guidance.Validate protected resource metadata [fail]! OAuth Protected Resource Metadata could not be fetched.INFOValidate protected resource metadataINFOFetch Auth.md-related resource path="/.well-known/oauth-protected-resource" statusCode=404 contentType="text/html" bytes=22816FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="OAuth Protected Resource Metadata could not be fetched."FAILOAuth Protected Resource Metadata could not be fetched.Validate Auth.md authorization metadata [fail]! OAuth authorization-server metadata could not be fetched.INFOValidate Auth.md authorization metadataINFOFetch Auth.md-related resource path="/.well-known/oauth-authorization-server" statusCode=404 contentType="text/html" bytes=22816FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="OAuth authorization-server metadata could not be fetched."FAILOAuth authorization-server metadata could not be fetched.

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

50 Fail

Needs attention

Content freshness signals

Failed check
01

Issue

Content freshness signals are incomplete: missing any valid freshness date in Last-Modified, Schema.org, Open Graph, Dublin Core, generic meta, or sitemap lastmod.

Details

02

Why it matters

Freshness signals help agents, crawlers, and search systems decide whether content is current enough to cite, summarize, cache, or compare against newer sources.

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval, citation, and ranking.

Result

Content freshness signals is missing or incomplete.

Validation steps

  1. Validate Last-Modified header

    No valid Last-Modified HTTP header was found.

  2. Validate structured freshness dates

    No Schema.org freshness dates were found.

  3. Validate metadata freshness dates

    No Open Graph, Dublin Core, or generic meta freshness date was found.

  4. Corroborate with sitemap lastmod

    Add a sitemap entry with a valid lastmod for the canonical page URL when sitemap corroboration is useful.

Evidence log4 steps · 16 lines
Validate Last-Modified header [fail]! No valid Last-Modified HTTP header was found.INFOValidate Last-Modified headerINFOReading Last-Modified response headerFAILCheck Last-Modified header is present and parseable actual="missing" expected="valid" alternateDates=[]FAILLast-Modified header is missing or invalidValidate structured freshness dates [fail]! No Schema.org freshness dates were found.INFOValidate structured freshness datesINFOCollecting Schema.org freshness dates from JSON-LD, Microdata, and RDFaFAILCheck structured freshness date count actual=0 expected="> 0" invalidDateCount=0 formats={} alternateDates=[]FAILNo structured freshness dates foundValidate metadata freshness dates [fail]! No Open Graph, Dublin Core, or generic meta freshness date was found.INFOValidate metadata freshness datesINFOCollecting Open Graph, Dublin Core, and generic meta freshness datesFAILCheck metadata freshness date count actual=0 expected="> 0" metaDateCount=0 invalidDateCount=0 alternateDates=[]FAILNo metadata freshness dates foundCorroborate with sitemap lastmod [warning]INFOCorroborate with sitemap lastmodINFODiscovering sitemap candidates and matching the scanned page URL candidateCount=1 attempts=6WARNCheck matching sitemap lastmod actual="no match" expected="valid match when available" robotsStatusCode=200WARNNo matching sitemap lastmod found after sitemap attempts attempts=6

AI DiscoverabilityContent ReadinessEstablished

Author attribution

Author attribution is partially implemented.

22 Warning

Needs attention

Author attribution

Warning
01

Issue

No named author or publisher identity could be extracted.

02

Why it matters

Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.

Check name

Author attribution

Score

55/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Identify content authors or publishers for trust and attribution.

Result

Author attribution is partially implemented.

Validation steps

  1. Schema.org attribution

    Schema.org attribution is incomplete or relies only on publisher/fallback evidence.

  2. Author identity quality

    No named author or publisher identity could be extracted.

Evidence log2 steps · 8 lines
Schema.org attribution [warning]! Schema.org attribution is incomplete or relies only on publisher/fallback evidence.INFOSchema.org attributionINFOChecking structured data for author, creator, and publisher contributorsWARNCheck named Schema.org author count actual=0 expected="> 0" authorCount=0 publisherCount=0 namedContributors=0 authors=[] publishers=[] formats=[]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=0 authors=[] publishers=[]Author identity quality [fail]! No named author or publisher identity could be extracted.INFOAuthor identity qualityINFOChecking contributors for stable identity signalsFAILCheck identified contributor count actual=0 expected="> 0" namedContributors=0 identifiedContributors=[] unidentifiedContributors=[]FAILNo named contributor identity could be extracted

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Score history

Public scan score over time

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1 reports
Public score history report links
Scan dateScoreReadinessReport
67/100Level 3, Bot-AwareCurrent report