6.50 Domain Authority, Backlinks, Off-Page SEO & AI Trust Signals
200 checks in Schema, Local, Trust, Deep Audit. AI-assisted
Scored in the Deep Audit's AI analysis pass.
Backlink Profile Foundations
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.01 | Validate total backlink count (domain-level discovery) | Discovered | Heavy | Deterministic + AI |
| 6.50.02 | Validate referring domains count | Counted | Heavy | Deterministic + AI |
| 6.50.03 | Validate domain diversity in backlink profile | Diverse | Heavy | Deterministic + AI |
| 6.50.04 | Validate backlink velocity (growth rate) | Healthy | Heavy | Deterministic + AI |
| 6.50.05 | Validate link freshness (recently acquired links) | Fresh | Heavy | Deterministic + AI |
| 6.50.06 | Detect sudden link spikes | None | Medium | Deterministic + AI |
| 6.50.07 | Detect sudden link drops | None | Medium | Deterministic + AI |
| 6.50.08 | Validate follow vs nofollow distribution | Balanced | Medium | Deterministic + AI |
| 6.50.09 | Validate homepage vs deep-link ratio | Balanced | Medium | Deterministic + AI |
| 6.50.10 | Detect unnatural link patterns | None | Medium | Deterministic + AI |
Link Quality Assessment
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.11 | Validate presence of high-authority backlinks | Present | Critical | Deterministic + AI |
| 6.50.12 | Validate topical relevance of linking domains | Relevant | Heavy | Deterministic + AI |
| 6.50.13 | Validate linking domain authority levels | Strong | Heavy | Deterministic + AI |
| 6.50.14 | Validate no over-reliance on ultra-low DA links | Balanced | Heavy | Deterministic + AI |
| 6.50.15 | Validate semantic alignment (contextual relevance) | Aligned | Heavy | Deterministic + AI |
| 6.50.16 | Validate in-content links over footer/sidebar links | Majority | Medium | Deterministic + AI |
| 6.50.17 | Detect scraped/spam replications of links | None | Medium | Deterministic + AI |
| 6.50.18 | Validate editorial links vs user-generated links | Balanced | Medium | Deterministic + AI |
| 6.50.19 | Validate long-term link stability | Stable | Medium | Deterministic + AI |
| 6.50.20 | Detect orphan backlinks (no context on linking page) | None | Medium | Deterministic + AI |
Toxic Link Risk & Disavow Analysis
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.21 | Detect toxic backlinks | None | Critical | Deterministic + AI |
| 6.50.22 | Detect links from penalized or banned domains | None | Critical | Deterministic + AI |
| 6.50.23 | Detect links from PBNs (Private Blog Networks) | None | Heavy | Deterministic + AI |
| 6.50.24 | Detect gambling/porn/pharma links | None | Heavy | Deterministic + AI |
| 6.50.25 | Detect mass directory submission links | None | Heavy | Deterministic + AI |
| 6.50.26 | Detect irrelevant foreign-language links | None | Medium | Deterministic + AI |
| 6.50.27 | Detect links from spammy auto-generated pages | None | Medium | Deterministic + AI |
| 6.50.28 | Validate disavow file exists if required | Exists | Medium | Deterministic + AI |
| 6.50.29 | Validate disavow file structured correctly | Correct | Medium | Deterministic + AI |
| 6.50.30 | Validate toxic domains removed over time | Improved | Medium | Deterministic + AI |
Anchor Text Distribution
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.31 | Validate anchor text ratio natural | Natural | Heavy | Deterministic + AI |
| 6.50.32 | Validate brand anchors majority | Majority | Heavy | Deterministic + AI |
| 6.50.33 | Validate low exact-match anchor usage | Low | Heavy | Deterministic + AI |
| 6.50.34 | Validate partial-match anchors relevant | Relevant | Medium | Deterministic + AI |
| 6.50.35 | Detect manipulative anchor patterns | None | Medium | Deterministic + AI |
| 6.50.36 | Validate generic anchors (click here) minimal | Minimal | Medium | Deterministic + AI |
| 6.50.37 | Validate naked URLs appropriately used | Appropriate | Medium | Deterministic + AI |
| 6.50.38 | Validate semantically supportive anchors present | Present | Medium | Deterministic + AI |
| 6.50.39 | Validate anchors distributed across diverse pages | Distributed | Medium | Deterministic + AI |
| 6.50.40 | Validate anchor text tone matches context | Matching | Medium | Deterministic + AI |
Link Geography, Locations & Entity-Level Signals
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.41 | Validate backlink geography aligned to business region | Aligned | Heavy | Deterministic + AI |
| 6.50.42 | Validate backlinks from relevant local entities | Present | Heavy | Deterministic + AI |
| 6.50.43 | Validate multilingual backlink alignment | Aligned | Medium | Deterministic + AI |
| 6.50.44 | Validate backlinks from industry associations | Present | Medium | Deterministic + AI |
| 6.50.45 | Validate backlinks from governmental or educational sites | Present | Medium | Deterministic + AI |
| 6.50.46 | Validate presence in high-quality directories | Present | Medium | Deterministic + AI |
| 6.50.47 | Validate citations consistent with NAP | Consistent | Medium | Deterministic + AI |
| 6.50.48 | Detect mismatched brand names in citations | None | Medium | Deterministic + AI |
| 6.50.49 | Validate key business entities recognized externally | Recognized | Medium | Deterministic + AI |
| 6.50.50 | Validate entity connections appear on linking pages | Connected | Medium | Deterministic + AI |
Brand Mention Signals (Non-Linked & Semantic)
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.51 | Validate presence of non-linked brand mentions | Present | Heavy | Deterministic + AI |
| 6.50.52 | Validate contextual (in-sentence) brand mentions | Contextual | Heavy | Deterministic + AI |
| 6.50.53 | Validate brand citations from major publishers | Present | Heavy | Deterministic + AI |
| 6.50.54 | Validate brand mentioned in relevant communities | Present | Medium | Deterministic + AI |
| 6.50.55 | Validate brand mentioned in niche forums | Present | Medium | Deterministic + AI |
| 6.50.56 | Detect negative or harmful brand mentions | None | Medium | Deterministic + AI |
| 6.50.57 | Detect irrelevant or unnatural brand mentions | None | Medium | Deterministic + AI |
| 6.50.58 | Validate brand signals repeated across multiple platforms | Consistent | Medium | Deterministic + AI |
| 6.50.59 | Validate structured entity citations exist outside website | Exists | Medium | Deterministic + AI |
| 6.50.60 | Detect brand name confusion across sources | None | Medium | Deterministic + AI |
External Reputation & Authority Signals
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.61 | Validate organization or individual recognized by external authoritative sources | Recognized | Critical | Deterministic + AI |
| 6.50.62 | Validate awards, recognitions, or certifications exist | Present | Heavy | Deterministic + AI |
| 6.50.63 | Validate presence in industry “Top” lists | Present | Heavy | Deterministic + AI |
| 6.50.64 | Validate citations in research papers, journals, or academic work | Present | Heavy | Deterministic + AI |
| 6.50.65 | Validate brand credibility on third-party review sites | Credible | Medium | Deterministic + AI |
| 6.50.66 | Detect reputational inconsistencies (mismatched info) | None | Medium | Deterministic + AI |
| 6.50.67 | Validate thought leadership presence externally | Present | Medium | Deterministic + AI |
| 6.50.68 | Validate social proof widely distributed | Distributed | Medium | Deterministic + AI |
| 6.50.69 | Validate positive editorial coverage | Present | Medium | Deterministic + AI |
| 6.50.70 | Detect reputation-damaging articles | None | Medium | Deterministic + AI |
Digital PR Signals & Earned Media Structures
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.71 | Validate earned media placements exist | Exists | Heavy | Deterministic + AI |
| 6.50.72 | Validate placements in major, relevant publications | Present | Heavy | Deterministic + AI |
| 6.50.73 | Validate digital PR efforts generate real authority | Effective | Heavy | Deterministic + AI |
| 6.50.74 | Validate journalist citations correct | Correct | Medium | Deterministic + AI |
| 6.50.75 | Validate brand mentioned in syndicated content | Mentioned | Medium | Deterministic + AI |
| 6.50.76 | Detect manipulative PR stunts (non‑relevant linkbait) | None | Medium | Deterministic + AI |
| 6.50.77 | Validate PR content consistent with core brand narrative | Consistent | Medium | Deterministic + AI |
| 6.50.78 | Validate press releases factual and properly distributed | Factual | Medium | Deterministic + AI |
| 6.50.79 | Detect expired or invalid press release links | None | Medium | Deterministic + AI |
| 6.50.80 | Validate PR-driven backlinks trustworthy | Trustworthy | Medium | Deterministic + AI |
Social Signals & AI-Perceived Brand Authority
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.81 | Validate brand presence on major social networks | Present | Heavy | Deterministic + AI |
| 6.50.82 | Validate brand social profiles verified (where applicable) | Verified | Heavy | Deterministic + AI |
| 6.50.83 | Validate community engagement levels | Engaged | Heavy | Deterministic + AI |
| 6.50.84 | Validate brand consistency across social networks | Consistent | Medium | Deterministic + AI |
| 6.50.85 | Validate social mentions generally positive | Positive | Medium | Deterministic + AI |
| 6.50.86 | Detect fake followers patterns | None | Medium | Deterministic + AI |
| 6.50.87 | Validate social links pointing to the website | Present | Medium | Deterministic + AI |
| 6.50.88 | Validate content shares align with topical relevance | Aligned | Medium | Deterministic + AI |
| 6.50.89 | Validate brand posts consistent in frequency | Consistent | Medium | Deterministic + AI |
| 6.50.90 | Validate social communities represent true users | Genuine | Medium | Deterministic + AI |
AI-Specific Off-Page Trust Signals
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.91 | Validate brand entities appear in AI model knowledge sources | Present | Heavy | Deterministic + AI |
| 6.50.92 | Validate external descriptions match on-site descriptions | Matching | Heavy | Deterministic + AI |
| 6.50.93 | Validate brand name not confused with others | Unique | Heavy | Deterministic + AI |
| 6.50.94 | Validate NER signals consistent across platforms | Consistent | Medium | Deterministic + AI |
| 6.50.95 | Detect hallucination-prone entity zones externally | None | Medium | Deterministic + AI |
| 6.50.96 | Validate entity info stable across time | Stable | Medium | Deterministic + AI |
| 6.50.97 | Validate brand data consistent in external KGs | Consistent | Medium | Deterministic + AI |
| 6.50.98 | Detect mismatch between KG and backlink context | None | Medium | Deterministic + AI |
| 6.50.99 | Validate off‑page authority consistent with on‑page authority | Consistent | Medium | Deterministic + AI |
| 6.50.100 | Compute partial Off‑Page Authority Score | Finalized | Critical | Deterministic + AI |
Advanced Backlink Structure Tests
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.101 | Validate backlink topical clusters aligned to core topics | Aligned | Heavy | Deterministic + AI |
| 6.50.102 | Validate contextual link blocks contain relevant semantic terms | Relevant | Heavy | Deterministic + AI |
| 6.50.103 | Validate backlinks originate from semantically related articles | Related | Heavy | Deterministic + AI |
| 6.50.104 | Validate multi-hop backlink chains (2-3 link depth) exist | Present | Medium | Deterministic + AI |
| 6.50.105 | Validate backlink “hub” sources (high outgoing link nodes) positive | Positive | Medium | Deterministic + AI |
| 6.50.106 | Validate backlink “authority nodes” (incoming links) strong | Strong | Medium | Deterministic + AI |
| 6.50.107 | Detect backlinks placed next to irrelevant outbound links | None | Medium | Deterministic + AI |
| 6.50.108 | Validate multi-language version backlinks consistent | Consistent | Medium | Deterministic + AI |
| 6.50.109 | Detect link clusters originating from obvious link farms | None | Medium | Deterministic + AI |
| 6.50.110 | Validate backlinks distributed across diverse content formats | Diverse | Medium | Deterministic + AI |
Non-Link Authority Signals (AI-Important)
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.111 | Validate brand included in local business listings | Listed | Heavy | Deterministic + AI |
| 6.50.112 | Validate citations across structured directories | Structured | Heavy | Deterministic + AI |
| 6.50.113 | Validate brand mentioned in industry‑standard datasets | Present | Heavy | Deterministic + AI |
| 6.50.114 | Validate brand included in government/official lists | Present | Medium | Deterministic + AI |
| 6.50.115 | Validate brand present in recognized commercial databases | Present | Medium | Deterministic + AI |
| 6.50.116 | Validate entity referenced in relevant Wikipedia pages | Referenced | Medium | Deterministic + AI |
| 6.50.117 | Validate external structured metadata matches on-site details | Matching | Medium | Deterministic + AI |
| 6.50.118 | Validate brand included in niche ranking sites | Included | Medium | Deterministic + AI |
| 6.50.119 | Detect outdated or contradictory database entries | None | Medium | Deterministic + AI |
| 6.50.120 | Validate brand listed in AI‑indexed local aggregators | Listed | Medium | Deterministic + AI |
Entity Trust Clustering & Knowledge Graph Alignment
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.121 | Validate entity appears in Google/Bing Knowledge Graph | Present | Heavy | Deterministic + AI |
| 6.50.122 | Validate entity attributes consistent across all public sources | Consistent | Heavy | Deterministic + AI |
| 6.50.123 | Validate entity connected to relevant nodes in external KGs | Connected | Heavy | Deterministic + AI |
| 6.50.124 | Validate social profiles recognized as entity nodes | Recognized | Medium | Deterministic + AI |
| 6.50.125 | Validate brand/products/services appear under correct categories | Correct | Medium | Deterministic + AI |
| 6.50.126 | Detect incorrect KG associations | None | Medium | Deterministic + AI |
| 6.50.127 | Validate entity historical info matches external records | Matching | Medium | Deterministic + AI |
| 6.50.128 | Validate KG images and logos correct | Correct | Medium | Deterministic + AI |
| 6.50.129 | Detect deprecated entity descriptors | None | Medium | Deterministic + AI |
| 6.50.130 | Validate entity occupies stable KG position | Stable | Medium | Deterministic + AI |
Brand Prominence & Webwide Resonance
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.131 | Validate brand search volume trending upward | Upward | Heavy | Deterministic + AI |
| 6.50.132 | Validate branded queries present in Search Console | Present | Heavy | Deterministic + AI |
| 6.50.133 | Validate brand presence across major social mentions | Present | Heavy | Deterministic + AI |
| 6.50.134 | Validate brand name spelling consistent across platforms | Consistent | Medium | Deterministic + AI |
| 6.50.135 | Detect brand dilution (similar competitor names rising) | None | Medium | Deterministic + AI |
| 6.50.136 | Validate brand appears in AI-generated lists accurately | Accurate | Medium | Deterministic + AI |
| 6.50.137 | Validate social mentions match sentiment expectations | Positive | Medium | Deterministic + AI |
| 6.50.138 | Detect sentiment inconsistencies across channels | None | Medium | Deterministic + AI |
| 6.50.139 | Validate PR sentiment aligns with brand values | Aligned | Medium | Deterministic + AI |
| 6.50.140 | Validate brand resonance in niche communities | Resonant | Medium | Deterministic + AI |
Competitive Positioning & Off-Page Gap Analysis
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.141 | Validate competitor backlink gap analysis | Complete | Heavy | Deterministic + AI |
| 6.50.142 | Validate competitor authority level comparison | Compared | Heavy | Deterministic + AI |
| 6.50.143 | Validate competitor high-value backlink opportunities identified | Identified | Heavy | Deterministic + AI |
| 6.50.144 | Validate competitor disavow analysis included | Included | Medium | Deterministic + AI |
| 6.50.145 | Validate competitor citation consistency mapping | Mapped | Medium | Deterministic + AI |
| 6.50.146 | Detect competitor negative SEO indicators | None | Medium | Deterministic + AI |
| 6.50.147 | Validate competitor authority gap quantified | Quantified | Medium | Deterministic + AI |
| 6.50.148 | Validate competitor PR footprint assessed | Assessed | Medium | Deterministic + AI |
| 6.50.149 | Validate competitor entity alignment comparison | Aligned | Medium | Deterministic + AI |
| 6.50.150 | Compute incremental Off‑Page Trust & Entity Authority Score | Finalized | Critical | Deterministic + AI |
Negative SEO Defense & Link Attack Protection
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.151 | Detect massive toxic link injections | None | Critical | Deterministic + AI |
| 6.50.152 | Detect sudden spike in irrelevant foreign domains | None | Heavy | Deterministic + AI |
| 6.50.153 | Validate spam velocity (rate of bad links) stable | Stable | Heavy | Deterministic + AI |
| 6.50.154 | Validate domain not targeted by anchor‑spam attacks | Safe | Heavy | Deterministic + AI |
| 6.50.155 | Detect injections of auto‑generated hacking/casino/pharma links | None | Medium | Deterministic + AI |
| 6.50.156 | Validate domain ownership stable & secure | Secure | Medium | Deterministic + AI |
| 6.50.157 | Validate no evidence of sabotage via link bomb attacks | None | Medium | Deterministic + AI |
| 6.50.158 | Validate disavow updates applied to counter attacks | Updated | Medium | Deterministic + AI |
| 6.50.159 | Detect repeated attacks over time | None | Medium | Deterministic + AI |
| 6.50.160 | Validate defense patterns consistent with healthy websites | Healthy | Medium | Deterministic + AI |
Brand Safety, Sentiment Management & AI Trust Environments
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.161 | Validate stable brand sentiment across channels | Stable | Heavy | Deterministic + AI |
| 6.50.162 | Validate no major reputational crises | None | Heavy | Deterministic + AI |
| 6.50.163 | Validate no misinformation about brand circulating | None | Heavy | Deterministic + AI |
| 6.50.164 | Validate sentiment improvements after content/PR updates | Improved | Medium | Deterministic + AI |
| 6.50.165 | Validate crisis response content exists if needed | Exists | Medium | Deterministic + AI |
| 6.50.166 | Validate brand misrepresentations corrected externally | Corrected | Medium | Deterministic + AI |
| 6.50.167 | Detect duplicate negative stories circulating | None | Medium | Deterministic + AI |
| 6.50.168 | Validate review platforms show accurate representation | Accurate | Medium | Deterministic + AI |
| 6.50.169 | Validate brand FAQs externally correct | Correct | Medium | Deterministic + AI |
| 6.50.170 | Validate sentiment alignment between PR, social & forums | Aligned | Medium | Deterministic + AI |
Distributed Authority Signals & Digital Footprint Depth
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.171 | Validate brand mentioned across multi‑channel ecosystems | Distributed | Heavy | Deterministic + AI |
| 6.50.172 | Validate brand recognized by influencers/industry figures | Recognized | Heavy | Deterministic + AI |
| 6.50.173 | Validate brand appears in domain‑specific rankings | Present | Heavy | Deterministic + AI |
| 6.50.174 | Validate brand appears in business association listings | Present | Medium | Deterministic + AI |
| 6.50.175 | Validate brand included in external recommendation lists | Included | Medium | Deterministic + AI |
| 6.50.176 | Validate knowledge graph connections growing | Growing | Medium | Deterministic + AI |
| 6.50.177 | Validate leaked/archived pages represent brand correctly | Correct | Medium | Deterministic + AI |
| 6.50.178 | Validate brand footprint not shrinking | Growing | Medium | Deterministic + AI |
| 6.50.179 | Validate mainstream media not misrepresenting brand | Accurate | Medium | Deterministic + AI |
| 6.50.180 | Validate prominence improved after authority campaigns | Improved | Medium | Deterministic + AI |
Final Off-Page SEO, Entity Authority & AI Trust Scoring
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.181 | Validate off-page EEAT aligned with on-page EEAT | Aligned | Heavy | Deterministic + AI |
| 6.50.182 | Validate backlink authority correlates with SERP performance | Correlated | Heavy | Deterministic + AI |
| 6.50.183 | Validate entity authority scoring stable | Stable | Heavy | Deterministic + AI |
| 6.50.184 | Validate external citations reinforce topical relevance | Reinforced | Medium | Deterministic + AI |
| 6.50.185 | Validate brand reputation contributes positively to authority | Positive | Medium | Deterministic + AI |
| 6.50.186 | Validate backlink profile sustainable long-term | Sustainable | Medium | Deterministic + AI |
| 6.50.187 | Validate off-page signals consistent with business category | Consistent | Medium | Deterministic + AI |
| 6.50.188 | Detect backwards or declining authority signals | None | Medium | Deterministic + AI |
| 6.50.189 | Validate alignment with AI model trust heuristics | Aligned | Medium | Deterministic + AI |
| 6.50.190 | Validate entity relationships correctly represented online | Correct | Medium | Deterministic + AI |
Final System Validation
| ID | Check | Passes when | Weight | Runs |
|---|
| 6.50.191 | Validate off‑page data completeness | Complete | Critical | Deterministic + AI |
| 6.50.192 | Validate no remaining toxic link clusters | None | Critical | Deterministic + AI |
| 6.50.193 | Validate entire authority footprint coherent | Coherent | Heavy | Deterministic + AI |
| 6.50.194 | Validate brand authority competitive in industry | Competitive | Heavy | Deterministic + AI |
| 6.50.195 | Validate consistent authority across categories | Consistent | Medium | Deterministic + AI |
| 6.50.196 | Detect distant KG nodes misrepresenting entity | None | Medium | Deterministic + AI |
| 6.50.197 | Validate digital footprint resilience strong | Strong | Medium | Deterministic + AI |
| 6.50.198 | Validate sustained growth signals externally | Sustained | Medium | Deterministic + AI |
| 6.50.199 | Validate Off‑Page score stability over re‑scans | Stable | Heavy | Deterministic + AI |
| 6.50.200 | Compute final Off‑Page Domain Authority Score | Finalized | Critical | Deterministic + AI |
← 6.49 Content Quality, EEAT, AI Readability & Factual Resilience6.51 User Experience Quality, UI/UX Signals & AI-Perceived Usability →
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