Understand How AI
Sees Your Brand
AEOFlow provides enterprise-grade auditing of AI knowledge ecosystems. Gain definitive visibility into how large language models perceive, synthesize, and cite your brand identity across the generative web.
01 / Live Telemetry
Global Sentiment Velocity
Aggregated AI Ecosystem Perception — Last 30 Days. Continuous measurement across 8 leading language models, refreshed every 6 hours.
Primary Citation Rate
84.2%
+2.8% vs prev cycle
Knowledge Graph Alignment
0.92
+0.01 vs prev cycle
Brand Hallucination Risk
LOW
Minimal deviation detected
02 / Methodology
The Auditing Pipeline
A four-stage audit framework engineered for accuracy, reproducibility, and executive-grade reporting. Each stage feeds the next with structured, timestamped evidence.
Initialize Brand
Input core brand assets, primary URLs, and key entities to track across the AI ecosystem.
Deep Scan
AEOFlow queries top LLMs across 50+ contextual vectors, measuring recall, sentiment, and citation integrity.
Synthesize
Algorithmic analysis of sentiment, accuracy, and hallucination risk — distilled into executive-grade intelligence.
Report
Actionable intelligence delivered via an executive dashboard, with prioritized remediation workflows.
Average audit cycle: 14 minutes · All evidence retained for 90 days
03 / Capabilities
Six layers of audit intelligence
Each capability is engineered to answer a specific executive question — from "how does GPT-4 describe us?" to "what is our hallucination blast radius this quarter?"
Real-time Perception Monitoring
Continuously sample 8 leading LLMs across 50+ contextual vectors. Track how your brand identity, key entities, and core messaging are synthesized in real time, with drift alerts triggered within 6 hours.
6h
Drift Detection
Hallucination Risk Scoring
Algorithmic detection of fabricated attributes, misattributed claims, and structural inaccuracies. Each hallucination is scored by severity, frequency, and blast radius — prioritized for remediation.
99.4%
Detection Accuracy
Knowledge Graph Alignment
Map your canonical brand entities against the inferred knowledge graphs of major models. Identify where your brand is under-represented, mis-linked, or absent from critical relationship edges.
0.92
Avg Alignment Score
Cross-Model Citation Tracking
Measure primary citation rate, paraphrase rate, and silent omission rate across GPT-4, Claude, Gemini, Llama, Mistral, Perplexity, Copilot, and your custom GPTs — side by side, normalized for volume.
8 LLMs
Continuously Sampled
Executive-Grade Reporting
Auto-generated dashboards distilled for board-level consumption. Each report includes methodology, evidence timestamps, model-by-model breakdowns, and prioritized remediation workflows.
PDF + API
Delivery Formats
Historical Trend Analysis
Retain 90 days of audit evidence by default. Track perception drift over time, attribute changes to specific campaigns or model updates, and forecast trajectory with confidence intervals.
90 days
Evidence Retention
Ready to command your
AI presence?
Deploy an AEOFlow audit today to secure your brand's narrative across the generative ecosystem. Stop guessing what LLMs say about you — start measuring it. Join the waitlist for early access.
2.4M+
Queries Audited
8 LLMs
Continuously Sampled
14 min
Avg Cycle Time
Join the AEOFlow Waitlist
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