AI Summary

Generated analysis of your audit results

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Score Breakdown

31 boolean + 4 continuous signals · Verified + AI-inferred

0 /100
0 Pass 0 Fail
Verified Probabilistic Continuous

Run an audit to see your full 35-signal breakdown.

Score = fixed formula applied to 31 boolean signals + 4 continuous measurements from live data

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Timeline

AI Visibility Diagnostic.

AGGREGATE VISIBILITY SCORE iYour AI Visibility Score (0–100) measures how likely LLMs are to surface your brand when users ask relevant questions. It's calculated additively from 31 boolean signals and 4 continuous measurements, decomposed across 4 pillars: Foundational (11pts), Entity Resolution (28pts), Technical & RAG (37pts), and Authority & Citation (24pts).

Unlike share-of-voice tools that count prompt mentions (a lagging indicator), this score measures the structural inputs that drive LLM citations - making it predictive, actionable, and reproducible.

→ View full signal breakdown

0% Global Reach Confidence Zone ±3

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FOUNDATIONAL iCanonical URLs, social presence, brand mentions, content corpus, and freshness - the basic discoverability layer that every brand needs before more sophisticated signals matter. 11 points of the 100-point score.
0% 0/11
ENTITY RESOLUTION iWikidata depth, schema markup, knowledge-graph anchoring, and disambiguation. How confidently can LLMs identify your brand as a distinct, real-world entity? 28 points of the 100-point score.
0% 0/28
TECHNICAL & RAG iCrawler accessibility, semantic HTML, llms.txt, server-side rendering, schema, and answer-ready formatting - the retrieval surface area that determines whether AI systems can actually parse your site. 37 points - the largest single pillar.
0% 0/37
AUTHORITY & CITATION iTop-5 ranking in Gemini, social proof, comparative anchoring, displacement, and independent source breadth - the hardest pillar to score well on, requires genuine market authority. 24 points of the 100-point score.
0% 0/24

Competitive Intelligence Suite

Market Position • Displacement Strategy

Market Visibility Ranking

Competitor scores are AI-estimated relative positions based on LLM knowledge, not verified audits.

Latent Space

iIdentifies your Semantic Neighbors - the entities AI mathematically clusters with your brand based on shared vectors.
Processing clusters...

Displacement

iThe Visibility Gap measures the authority you must reclaim to displace current industry leaders in LLM citations.
Executive Strategic Takeaway
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LLM Bias & Semantic Perception

Net Perception Score iHow positively AI reads your brand across the reviews, forums, and press in its training data. Score is 0-100 (higher = more positive). The bar below splits that into the negative (red) / neutral (grey) / positive (green) share of mentions AI recalls. It's a memory-based estimate, not a live review count - treat it as a directional signal, not a precise measurement.
-- Analyzing...
Topical Confidence Vectors
Processing topics...
High-Frequency Associations
Processing LLM context nodes...

Content Gap Map iSemantic topics the AI explicitly associates with your competitors, but not you. Closing these gaps is critical for citation displacement.

AI Influence Graph iFoundation models anchor their recommendations on these external domains. Establish a footprint here to bridge your semantic gap.

Target: your brand's core niche

Verified Citation Nodes
Extracting latent citation nodes...

Strategic GEO Roadmap

Recommended Remediation · Prioritised by Impact

Time to Impact
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AI-Ready Entity Schema iYour brand's machine-readable identity for AI models. Paste this JSON-LD into your homepage <head> to improve how LLMs cite your brand. The sameAs URLs are auto-extracted from your website's HTML - review and add any missing platforms before publishing. 

{ "status": "awaiting_generation" }
Where to paste

Paste inside <head> of your homepage as <script type="application/ld+json">...</script>. Validate at search.google.com/test/rich-results.

Review before publishing

sameAs URLs are auto-extracted from your website's HTML and verified per-platform. Verify each link points to your official profile, and add any missing URLs (other social profiles, Wikipedia entry, etc.) we couldn't detect automatically.