Live AI Search Index
Report generated · September 2026AEO Citation & Entity Benchmark
Apex Premier Roofing vs. Elite Roofing Solutions
Commercial Roofing visibility audit across generative answer engines in Chicago. Tap any telemetry card to inspect the underlying query trace.
01 — Telemetry Comparison
02 — Root Cause Diagnostic
01Failed
Missing llms.txt & bot crawler schema
No machine-readable directive file or structured crawl permissions were detected. AI retrieval agents cannot resolve a canonical service description.
02Not Found
Knowledge Graph Entity Grounding
Apex Premier Roofing has no resolvable entity node linking name, service area and credentials, so answers cannot cite it with confidence.
03Competitor Dominates
Third-Party Consensus Gap
Elite Roofing Solutions appears across a denser set of corroborating third-party sources, which retrieval models treat as consensus evidence.
Remediation Blueprint
A prioritized plan to make Apex Premier Roofing machine-readable, grounded in the knowledge graph, and citable by answer engines across Chicago.