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Engine Awareness Breakdown
AI Narrative Extracts
The verbatim text each AI engine produces about this domain — color annotated for accuracy
Consistency Analysis
Narrative Gaps Identified
What AI systems are missing or misrepresenting about this brand
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Coverage Gap — ChatGPT and Claude Not Tested
This scan tested Meta AI (Llama 3.1), Google AI (Gemini 1.5), and Mistral (Mixtral 8x7B). ChatGPT (GPT-4o) and Claude (3.5 Sonnet) were not included. These cover a significant portion of AI user queries. Add your OpenAI and Anthropic API keys in Settings to include them in your next scan.
Top Actions to Improve AI Awareness
Want the full intelligence report?
The full AI Citation Scan platform includes citation probability scoring, chunk survivability analysis, entity knowledge graph, retrieval simulation, and 3 deep-dive intelligence canvases.
LIVE TOOL — EIGE v10 INTELLIGENCE CONSOLE
Website Tech Stack Checker
Detect the complete technology architecture of any website in seconds. CMS, JavaScript frameworks, CDN providers, analytics systems, security layers, infrastructure, and graph intelligence — all in one scan.
The platform sends your domain to multiple AI language model systems and scores the depth, accuracy, and consistency of what each one knows about your brand.
METHODOLOGY
Each scan runs independent queries against Meta AI, Google AI, and Mistral inference systems, then applies a structured scoring model to narrative quality, factual accuracy, and cross-engine consistency.
Sources & References
Research and documentation informing this platform's intelligence methodology.
AI Citation Scan is a free intelligence platform that tests whether major AI systems know your brand, what they say about it, and how accurately they describe it. It sends your domain through multiple AI model families simultaneously and returns scored, compared, and annotated results — no account required.
Which AI systems are tested in the free version?▾
The free scan tests three AI model families: Meta AI (powered by Llama 3.1 70B, which also powers Perplexity's free tier), Google AI (powered by Gemini 1.5 Flash, which powers Google AI Studio and Google Search AI Overviews), and Mistral (powered by Mixtral 8x7B). ChatGPT (GPT-4o) and Claude (3.5 Sonnet) require adding your own API keys in Settings.
How are my API keys stored?▾
API keys are stored exclusively in your browser's localStorage. They are never transmitted to or stored on our servers. Keys are only used during an active scan to authenticate your requests, then discarded. Use one dedicated browser for this tool and avoid clearing browser data to keep your keys persistent. You can export a backup JSON file from Settings as a safeguard.
What does the awareness score mean?▾
The awareness score (0–100) measures how well an AI system knows your brand across four dimensions: Recognition (does it know you exist), Depth (how much detail it knows), Accuracy (is what it knows correct), and Confidence (how certain the engine is). Scores above 75 indicate strong awareness. Below 50 indicates significant gaps.
What is the consistency score?▾
The consistency score measures how much agreement exists between different AI engines about your brand. A score of 100 means all engines produce identical information. Low scores mean users asking different AI tools get contradictory information about your brand — which erodes trust and creates confused brand perception across the AI ecosystem.
Why are GPT-4 and Claude not free to test?▾
OpenAI and Anthropic do not offer free API access. The free engines (Llama 3.1, Gemini 1.5, Mixtral) cover Meta AI, Google AI, and Mistral Le Chat. To include ChatGPT and Claude in your scan, add your own OpenAI and Anthropic API keys in the Settings panel. Your keys are stored only in your browser and used only for your scans.
Will my results disappear if I clear my browser?▾
Your scan results are not permanently stored anywhere. Results display during your current session only. If you close the tab or clear browser data, results are lost. Your API keys are also stored in localStorage — clearing browser data removes them. Export a key backup from Settings before clearing your browser if you want to restore them quickly.
What is the full AI Citation Scan platform?▾
The full platform adds citation probability scoring (which pages AI will cite when answering questions), chunk survivability analysis (how your content survives AI compression), entity knowledge graph intelligence (your presence in Google Knowledge Graph, Wikidata and DBpedia), and retrieval simulation (live testing of how GPT-4, Claude, Gemini and others actually retrieve your content). Join the waitlist to be notified when it launches.
Request & Contact
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Full AI Citation Scan Platform
Complete intelligence across 5 AI engines. Citation probability. Entity knowledge graph. Retrieval simulation.
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Canvas 1 — AI Awareness across 5 engines
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Canvas 2 — Content & Citation Readiness
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Canvas 3 — Entity & Knowledge Graph
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