# AI AUDIT SCAN
> The AEO (Answer Engine Optimisation) and GEO (Generative Engine Optimisation) platform that measures and improves brand visibility across all major AI engines simultaneously — ChatGPT, Gemini, Perplexity, and Claude — with consulting-grade PDF reports, institutional Structural Scoring (C1-C4), Entity Graph Authority (C5), financial impact modeling, and engine-specific recommendations.

## What We Do
AI Audit Scan audits websites and institutional content for AEO (Answer Engine Optimisation) and GEO (Generative Engine Optimisation) — the emerging standard for AI search readiness. We measure whether brands are cited by AI assistants when users ask industry-relevant questions, quantify the revenue at risk from AI invisibility, and deliver actionable fixes with measurable impact.

We serve marketing directors, digital agencies, enterprise brands, and institutional asset managers who need to maintain visibility in an AI-first search landscape.

Keywords: AEO, GEO, Answer Engine Optimisation, Generative Engine Optimisation, AI visibility platform, AI search audit, LLM citations, brand citability, AI Engine Optimisation, AI search readiness, ChatGPT SEO, Gemini SEO, institutional AEO, SFDR machine-readability, RAG-Readiness, InvestmentFund schema.

## Product Architecture — 3 Layers

### VISIBILITY LAYER
Measures where and how often content is cited by AI engines.

#### AI Visibility Audit
- 6-pillar AEO audit: Structured Data, AI Crawler Access, Entity Clarity, Indexability, Publisher Signals, Content Extractability
- Global AEO Index /100 (40% Technical Baseline + 60% LLM Readiness)
- Consulting-grade PDF report: cover, spider chart, query intelligence, market impact, technical diagnosis, roadmap
- Industry-specific scoring across 20+ industries

#### PDF Monitor
- RAG-Readiness scoring for regulatory PDFs (DICIs, KIDs, annual reports)
- Extractability analysis: text layers, table segmentation, heading hierarchy
- Designed for asset managers, insurers, medtech, banking

#### Citation Monitor
- Multi-engine citation tracking: ChatGPT, Gemini, Perplexity, Claude
- Citation Velocity — trend analysis over 30 days
- Citation Stability — standard deviation, max swing, linear trend slope per run
- Hallucination Guard — detects AI misrepresentation of brand facts

#### Brand Authority Index
- Measures LLM citation probability independent of technical signals
- 5 pillars: Wikipedia (25pts), Wikidata (25pts), Authority Backlinks (20pts), Editorial Content (20pts), Entity Consistency (10pts)
- Powered by Wikipedia API, Wikidata API, Perplexity, Gemini

#### Query Intelligence
- Generates 30+ industry-specific queries users ask AI engines
- Maps query intent: informational, transactional, navigational
- Identifies competitor displacement queries

#### Competitor Benchmark
- Side-by-side AEO comparison vs up to 3 competitors
- Pillar-by-pillar gap analysis

#### YouTube AEO
- Title optimisation, description keywords, transcript extractability

#### Bot Activity Monitor
- Detects GPTBot, ClaudeBot, PerplexityBot, GoogleBot visits
- Pages crawled per bot, crawl frequency, access patterns

### AUTHORITY LAYER
Measures why content is selected and trusted by AI engines.

#### Structural Score C1-C4 (Institutional)
Proprietary 4-component score for institutional content machine-readability:
- C1 /20 — Machine Identifiability: regulatory identifier validity (ISIN/LEI/SIREN/AMM) + naming consistency
- C2 /15 — Regulatory Structuration: classification readable in static HTML (SFDR/Solvency II/MiFID II/ATC)
- C3 /40 — Document Machine-Readability: RAG-Readiness of regulatory documents (DICIs/KIDs/ORSA/RCP)
- C4 /25 — Structured Web Data: schema.org presence and completeness (InvestmentFund/InsuranceAgency/Drug)
Multi-vertical architecture: asset_management, insurance, medtech, banking
Baseline: Groupama AM 43/100 → target 88/100 in 90 days

#### Entity Graph Score C5 (Authority)
Measures presence in global knowledge bases used by LLMs as authoritative references:
- Wikidata SPARQL: entity linked to ISIN/LEI
- Google Knowledge Graph: confidence score
- DBpedia: RDF page presence
- Name coherence across all bases
Score: 0-20 pts, independent from Structural Score C1-C4

#### Cockpit Entité
- Entity Manager: JSON-LD structuring, key people, misconceptions, Wikidata integration
- Content QAE: AI-generated answer quality evaluation
- Dissonance Audit: detects contradictions between AI answer and brand reality
- Portfolio View: multi-entity monitoring

#### Agent AEO
- AI assistant for diagnostic and strategic recommendations
- Powered by Anthropic Claude with tool use
- Competitor benchmarking, Perplexity search, query intelligence, trigger scan

### COMPLIANCE LAYER (Q4 2026)
- AI Act Technical Readiness Report (Article 50 obligations)
- SFDR Readability audit
- Source Freshness monitoring

## Institutional Product — Groupama AM Reference
First institutional AEO audit in France for asset management:
- 84 funds audited, 209 DICIs analysed
- Baseline score: 43/100 (C1:14, C2:5, C3:12, C4:0)
- Target J+90: 88/100
- AI Act compliance: PARTIELLEMENT CONFORME 3/4 obligations
- Dedicated GAM Dashboard: real-time KPIs, C1-C4 structural score, citation rates, AI Act status
- Architecture: InvestmentFund schema.org, GTM container deployment, JSON-LD per fund

## Content Enricher
- Enriches client .docx documents with JSON-LD structured data
- Generates schema.org blocks: Organization, FAQPage, HowTo, Article, WebSite+SearchAction
- Outputs copy-paste ready code for Webflow, WordPress, GTM
- Available to Agency Elite clients

## Financial Impact Modeling
- Revenue at risk: 3-scenario model (Conservative / Central / Aggressive)
- Precision Mode: calculation from client's real data (monthly revenue, conversion rate, AOV)
- Sector-calibrated for: Asset Management, Legal Elite, Real Estate, Hospitality Luxury, Food & Agriculture
- Disclaimer: indicative market estimates, not audited sector-by-sector data

## Pricing
- Free: 1 quick scan, Flash Score PDF, no credit card required
- PRO: €399/month — full PDF, 10 scans/month, Query Intelligence, Citation Tracking
- Agency Elite: €1,499/month — 50 scans/month, YouTube AEO, Query Intelligence 50/month, API access, Content Enricher, Batch Scanner
- Enterprise / Institutional: custom pricing — dedicated quota, multi-domain, GAM-style dashboard, framework contract
- Pay-per-scan API: €49/10 · €199/50 · €599/200 · €1,199/500

## Key Pages
- Homepage: https://aiauditscan.com/
- Visibility Dashboard: https://aiauditscan.com/visibility
- Authority Cockpit: https://aiauditscan.com/authority
- PDF Monitor: https://aiauditscan.com/pdf-monitor
- Content Enricher: https://aiauditscan.com/content-enricher
- Schema Validator: https://aiauditscan.com/schema-validator
- Robots.txt Analyzer: https://aiauditscan.com/robots-analyzer
- Pricing: https://aiauditscan.com/pricing

## Proprietary Research
Dataset: 5,900+ websites across 20+ industries (updated June 2026)
- Finance & Asset Management average: 41/100
- Food & Agriculture average: 32/100
- E-commerce average: 25.6/100
- Health & Medical average: 61/100
- 60% of sites invisible to AI crawlers
- 5% have llms.txt implemented
- 0 major EU asset managers have implemented schema.org/InvestmentFund (June 2026)
- Top quartile (65+) show 3x higher citation rates

## Methodology
Global AEO Index = 40% Technical Baseline + 60% LLM Readiness
Structural Score C1-C4 = institutional machine-readability, 0-100, multi-vertical
Entity Graph C5 = authority in global knowledge bases, 0-20

Engine-specific intelligence:
- ChatGPT: Bing retrieval (OAI-SearchBot), prioritises FAQ/HowTo schema
- Gemini: Google index + YouTube bias, uses WebSite+SearchAction
- Perplexity: pure RAG (live web), prioritises recent content + structured data
- Claude: training data + documents, prioritises Article schema + author signals

## Contact
contact@aiauditscan.com

Last updated: June 30, 2026
Version: 4.0