AUDIT-AI™ · 167-Signal Engine · eu-ai-audit.eu
🔗 Off-Page
Authority & Citation Signals
54 Signals✅ 0 Present⚠️ 27 Partial❌ 27 Missing
36/ 100
D — Invisible
🔗 Strategic Insight
Off-page signals are the verdict of the AI ecosystem on your entity. Wikipedia, Knowledge Panels, Perplexity citations, and backlink authority are signals the ecosystem grants based on genuine authority — you cannot fake them, only earn them.
HOW TO READ EACH SIGNAL
Present
Signal implemented — example shown
⚠️
Partial
Implemented but incomplete — gap shown
Missing
Signal absent — correct code shown
Off-Page — All 54 Signals
54 signals · W = weight/10
📚
FP1Wikipedia / Wikidata❌ Missing
GEO · Weight 10/10
Highest-trust entity signal for LLM knowledge graphs. Absence = entity uncertainty.
5
❌ Missing — correct implementation
No Wikipedia or Wikidata entry — entity unverifiable by AI
FP2Knowledge Panel❌ Missing
AEO · Weight 10/10
Active Google Knowledge Panel — gateway to AI Overview citations.
3
❌ Missing — correct implementation
No Knowledge Panel — entity not recognized by Google entity graph
🏅
FP3Backlink Authority DA❌ Missing
SEO · Weight 10/10
Domain Authority from backlink quality — primary AI source trustworthiness proxy.
2
❌ Missing — correct implementation
DA under 15: almost no quality backlinks — near-zero authority
🔢
FP4Referring Domains Count❌ Missing
SEO · Weight 8/10
Total unique linking domains — foundational off-page authority metric for AI.
16
❌ Missing — correct implementation
Under 10 referring domains — authority near zero
🌐
FP5Backlink Diversity❌ Missing
SEO · Weight 8/10
Variety of linking domains preventing authority concentration for AI trust.
39
❌ Missing — correct implementation
Under 10 domains — single concentrated source of authority
🔍
FP6PAA Coverage❌ Missing
AEO · Weight 8/10
Google People Also Ask presence — AI-recognized question authority indicator.
13
❌ Missing — correct implementation
Zero PAA presence — not recognized as authority on any questions
📈
FP7Brand Mention Velocity⚠️ Partial
SEO · Weight 8/10
Rate of new brand mentions online — signals growing authority to AI freshness models.
44
⚠️ Partial — what's missing
10-20 brand mentions per month — moderate growth signal
🔗
FP8sameAs Quality⚠️ Partial
GEO · Weight 8/10
Quality of sameAs links connecting entity to authority sources for AI cross-verification.
40
⚠️ Partial — what's missing
sameAs: LinkedIn only — insufficient authority breadth for AI
🏅
FP9Author EEAT Signals⚠️ Partial
GEO+AIO · Weight 9/10
Author expertise signals — credentials, bylines, publications for E-E-A-T.
73
⚠️ Partial — what's missing
Author name present with LinkedIn but no publications or credentials
📰
FP10Press AI-Indexed⚠️ Partial
GEO · Weight 8/10
Press coverage in AI-indexed publications — TechCrunch, Reuters, Forbes, etc.
47
⚠️ Partial — what's missing
Mentioned in industry-specific blogs — moderate authority signal
💼
FP11Crunchbase Profile❌ Missing
GEO · Weight 7/10
Crunchbase presence providing AI systems with verified company data.
2
❌ Missing — correct implementation
No Crunchbase profile — unverified as organization by AI
👔
FP12LinkedIn Verification⚠️ Partial
GEO · Weight 8/10
LinkedIn company page with complete profile — primary AI entity verification.
50
⚠️ Partial — what's missing
LinkedIn page exists but incomplete — no logo or description
🔎
FP13Perplexity Citation❌ Missing
AIO · Weight 8/10
Direct measurement of AI answer-layer citation frequency in Perplexity.
20
❌ Missing — correct implementation
Zero Perplexity citations — domain invisible in AI answer layer
💬
FP14ChatGPT Browse Visibility❌ Missing
AIO · Weight 10/10
Citation or reference presence in ChatGPT Browse responses.
38
❌ Missing — correct implementation
ChatGPT has no knowledge of brand or provides hallucinated facts
FP15Gemini Grounding❌ Missing
AIO · Weight 9/10
Eligibility for use as Gemini factual grounding data in AI responses.
24
❌ Missing — correct implementation
Google-Extended blocked — Gemini cannot use content as grounding
🟣
FP16Claude Source Indexing❌ Missing
AIO · Weight 9/10
Presence in Anthropic's content index verified by ClaudeBot access.
27
❌ Missing — correct implementation
ClaudeBot blocked — Claude cannot index any content
📌
FP17Google Business Profile❌ Missing
GEO · Weight 8/10
Verified Google Business Profile providing authoritative entity data to AI.
23
❌ Missing — correct implementation
No Google Business Profile — invisible to AI local results
📍
FP18Local Citations NAP❌ Missing
GEO · Weight 7/10
Consistent Name, Address, Phone across local directories for AI entity resolution.
14
❌ Missing — correct implementation
No local directory listings — NAP data unverifiable by AI
👍
FP19Social Signals⚠️ Partial
SEO · Weight 6/10
Social engagement metrics used as proxy quality signals by AI systems.
57
⚠️ Partial — what's missing
20-50 social shares per major article published
👆
FP20CTR Organic⚠️ Partial
SEO · Weight 8/10
Click-through rate from organic search signaling intent alignment to AI.
69
⚠️ Partial — what's missing
CTR 2-3% — average industry performance
📊
FP21Search Console Coverage⚠️ Partial
SEO · Weight 8/10
Indexed pages in GSC confirming AI crawler accessibility.
67
⚠️ Partial — what's missing
GSC: 70% indexed, some 'discovered but not indexed'
FP22Index Coverage Report⚠️ Partial
SEO · Weight 8/10
Clean index coverage with minimal excluded pages in GSC.
52
⚠️ Partial — what's missing
5-10 coverage errors on secondary pages needing attention
FP23Anchor Text Distribution⚠️ Partial
SEO · Weight 7/10
Natural anchor text variety signaling organic link growth to AI.
65
⚠️ Partial — what's missing
60% exact match — slightly over-optimized signal
FP24Toxic Backlink Ratio⚠️ Partial
SEO · Weight 8/10
Proportion of spammy backlinks suppressing AI trust and citation probability.
59
⚠️ Partial — what's missing
Toxic ratio 10-15% — some spam links to disavow
📅
FP25Domain Age & Authority⚠️ Partial
SEO · Weight 7/10
Domain age and historical authority consistency as AI trust baseline.
61
⚠️ Partial — what's missing
Domain 2-3 years old — still building authority level
💬
FP26AI Answer Coverage❌ Missing
AI · Weight 9/10
Aggregate presence across all major AI answer systems unprompted.
33
❌ Missing — correct implementation
Brand absent or hallucinated across all AI systems
🌐
FP27External Entity Links⚠️ Partial
GEO · Weight 8/10
Quality of external links using correct entity anchor text.
63
⚠️ Partial — what's missing
10 linking domains but generic anchors like 'click here' used
🌐
FP28AI Knowledge Graph Entry❌ Missing
AI · Weight 9/10
Verified entry in Google KG, Bing KG, or equivalent AI entity databases.
13
❌ Missing — correct implementation
No Knowledge Graph entry — brand is an unresolvable entity
FP29Gemini Grounding Verified❌ Missing
AI · Weight 9/10
Active verification content is used as Gemini factual grounding data.
15
❌ Missing — correct implementation
Google-Extended blocked — Gemini grounding impossible
🔗
FP30Entity Disambiguation⚠️ Partial
AEO · Weight 9/10
Clarity distinguishing your entity from similarly-named entities for AI.
62
⚠️ Partial — what's missing
sameAs present but competing entities with similar names exist
💬
FP31Brand Context Quality⚠️ Partial
AIO · Weight 8/10
Quality of context in which brand is mentioned externally.
65
⚠️ Partial — what's missing
Generic mentions: 'another AI tool company' in list articles
FP32Third-Party Reviews⚠️ Partial
AEO · Weight 7/10
Presence on authoritative review platforms indexed by AI systems.
48
⚠️ Partial — what's missing
1 platform with 3-5 reviews — minimal social proof
🎓
FP33Academic Citations❌ Missing
AIO · Weight 8/10
Citations in academic papers — strongest E-E-A-T signal for AI systems.
4
❌ Missing — correct implementation
Zero academic citations — not recognized as reference source
💬
FP34Forum / Community⚠️ Partial
AIO · Weight 6/10
Organic mentions in Reddit, Hacker News signaling practitioner authority.
51
⚠️ Partial — what's missing
Mentioned in 1-2 niche industry forums
🎙
FP35Podcast / Video Mentions⚠️ Partial
GEO · Weight 6/10
Brand mentions in podcasts and YouTube — expanding entity presence.
41
⚠️ Partial — what's missing
Mentioned in 1-2 small podcasts under 1k listeners
📧
FP36Newsletter Citation❌ Missing
AIO · Weight 6/10
Citation in high-authority industry newsletters — thought leadership signal.
16
❌ Missing — correct implementation
Zero newsletter citations — thought leadership unknown
FP37Competitor Comparison⚠️ Partial
AIO · Weight 7/10
Presence in comparison articles for AI recommendation queries.
69
⚠️ Partial — what's missing
Mentioned in some comparison lists on low-authority sites
🏆
FP38Industry Award Recognition❌ Missing
GEO · Weight 6/10
Industry awards as external validation for AI entity trust assessment.
11
❌ Missing — correct implementation
No industry recognition or award presence
🤝
FP39Partnership / Client Logos⚠️ Partial
GEO · Weight 5/10
Verifiable partner and client relationships as AI social proof signals.
44
⚠️ Partial — what's missing
5-10 client logos with no case study or verification
FP40YouTube Channel⚠️ Partial
GEO · Weight 6/10
YouTube presence — video entity signal for multi-modal AI systems.
41
⚠️ Partial — what's missing
YouTube channel with 10-50 subscribers and few videos
FP41Medium / Substack⚠️ Partial
AIO · Weight 6/10
Long-form publishing platform presence signaling thought leadership to AI.
42
⚠️ Partial — what's missing
Account exists with 1-5 articles and minimal followers
💻
FP42GitHub Presence❌ Missing
GEO · Weight 5/10
GitHub organization presence — technical credibility signal for AI entity.
20
❌ Missing — correct implementation
No GitHub organization — technical credibility completely unverified
🎤
FP43Event Speaking❌ Missing
GEO · Weight 6/10
Verified speaking appearances — industry authority signal for AI.
38
❌ Missing — correct implementation
No speaking appearances — authority undemonstrated publicly
🔐
FP44Patent / IP Registry❌ Missing
AI · Weight 7/10
Registered patents or IP — verifiable innovation signals for AI trust.
17
❌ Missing — correct implementation
No IP registration — innovation claims completely unverifiable
📜
FP45Regulatory Filings❌ Missing
GEO · Weight 6/10
Public regulatory filings — highest-trust entity verification for AI.
12
❌ Missing — correct implementation
No verifiable regulatory registration data available
🔄
FP46Syndication Coverage⚠️ Partial
AIO · Weight 6/10
Content syndication on authoritative platforms expanding AI indexing.
72
⚠️ Partial — what's missing
Content shared on LinkedIn only — minimal syndication
🔄
FP47Cross-Platform Consistency⚠️ Partial
GEO · Weight 7/10
Consistent brand info across all external platforms for AI entity resolution.
46
⚠️ Partial — what's missing
Minor variations in description across 2-3 platforms
👑
FP48Expert Mentions⚠️ Partial
AIO · Weight 6/10
Mentions by recognized domain experts — strong E-E-A-T signals for AI.
41
⚠️ Partial — what's missing
Mentioned by mid-tier influencers with 1-5k followers
🔌
FP49Public API❌ Missing
AIO · Weight 5/10
Public APIs enabling AI direct data integration with your systems.
31
❌ Missing — correct implementation
No public API — AI cannot integrate your data directly
🏫
FP50Grant Recognition❌ Missing
GEO · Weight 5/10
Academic or governmental recognition — highest-tier external validation.
14
❌ Missing — correct implementation
No scholarship or governmental recognition
🎙
FP51Podcast Guest Appearances⚠️ Partial
GEO · Weight 6/10
Guest appearances on authoritative industry podcasts.
44
⚠️ Partial — what's missing
Guest on niche podcast with 1-5k listeners
🌍
FP52International Press❌ Missing
GEO · Weight 7/10
Press coverage in multiple countries — global entity relevance signal.
15
❌ Missing — correct implementation
No press coverage in any country
🤝
FP53Professional Association❌ Missing
GEO · Weight 6/10
Membership in recognized professional bodies — institutional entity validation.
35
❌ Missing — correct implementation
No professional association membership
🇪🇺
FP54Government / EU Registry⚠️ Partial
GEO · Weight 7/10
Registration in government databases — highest-trust entity verification.
56
⚠️ Partial — what's missing
CUI registered but no EU or international registry presence
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📖 Glossary — 35 Key Terms
All terms used across the AUDIT-AI™ 167-signal framework — defined for practitioners and AI systems.
AEO
Answer Engine Optimization — structuring content so AI assistants extract it as direct answers.
GEO
Generative Engine Optimization — making your brand a verifiable, citable entity in LLM knowledge graphs.
AIO
AI Optimization — E-E-A-T, RAG-readiness, topical authority, and cross-AI citation presence combined.
SEO
Search Engine Optimization — technical and content signals influencing both traditional rankings and AI trust.
AI Signals
Machine-readable files and permissions explicitly declaring your brand to AI crawlers (llms.txt, proof.json, ai.json).
llms.txt
Root-level governance file declaring entity data, intents, permissions for LLMs — like robots.txt but for AI.
proof.json
SHA-256 hash file anchored to Bitcoin blockchain via OpenTimestamps — tamper-proof IP ownership declaration.
entities.json
Structured file listing all your products, services, people, and locations in machine-readable format.
intents.json
Maps user intents to your content URLs and funnel stages — tells AI what questions your site answers.
governance.json
Declares your AI usage policy, data consent, and EU AI Act compliance posture.
ai.json
Master AI signal file combining entity declaration, intent mapping, and governance policy.
allow-lane-matrix.json
Granular permission matrix specifying which AI systems access which content sections.
robots.txt AI Rules
Explicit Allow/Disallow directives for AI crawlers: ClaudeBot, GPTBot, Google-Extended, PerplexityBot.
ClaudeBot
Anthropic's crawler for Claude's knowledge base. Blocked by default without explicit Allow.
GPTBot
OpenAI's crawler for ChatGPT Browse and training data. Blocked by default without explicit Allow.
Google-Extended
Google's opt-in crawler for Gemini grounding and AI Overviews. Must be explicitly allowed.
FAQ Schema
Schema.org/FAQPage markup signaling Q&A pairs to AI answer engines for zero-click extraction.
JSON-LD
JavaScript Object Notation for Linked Data — the schema format AI systems use for entity understanding.
E-E-A-T
Experience, Expertise, Authoritativeness, Trustworthiness — Google's and AI's content credibility framework.
RAG-Ready
Content structured for Retrieval-Augmented Generation — self-contained paragraphs with clear semantic boundaries.
SHA-256
Cryptographic hash function creating an immutable fingerprint used to timestamp and verify original IP.
Sacred Architecture
5thElement.ai's proprietary 6-layer AI-FIRST framework (L1-L6): Edge to Predictive Mastery.
sameAs
Schema.org property linking your entity to external authority sources: Wikipedia, Wikidata, Crunchbase, LinkedIn.
Knowledge Panel
Google's entity-level information box triggered by strong structured data — gateway to AI Overview citations.
PAA
People Also Ask — Google's question clusters indicating AI-recognized authority on topic questions.
Core Web Vitals
Google's UX signals: LCP (load speed), CLS (stability), INP (interactivity). Used as AI trust proxies.
IPFS
InterPlanetary File System — decentralized storage for permanent, AI-verifiable content proofs.
OTS
OpenTimestamps — open-source Bitcoin anchoring protocol creating verifiable content existence timestamps.
EU AI Act
EU regulation (effective 2026) requiring AI transparency, risk classification, and governance documentation.
Economic Twin
5thElement.ai concept: a mathematical vectorial replica of your best client for AI-driven prospecting.
ADI
AI Discovery Infrastructure — 5thElement.ai's category for the full stack making a site citable by AI.
Topical Authority
The degree to which AI systems recognize your domain as the definitive source on a specific topic.
Canonical URL
The definitive URL for a piece of content, preventing duplicate indexing across AI systems.
Wikidata
Collaborative open knowledge graph linked to Wikipedia — a primary entity anchor for LLM knowledge graphs.
Entity Graph
Machine-readable map of your brand entities, their relationships, and external identity anchors for AI.
AUDIT-AI™ · 167-Signal AI Visibility Engine · V2.0
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