Competitor AI Citation Research
Research competitor AI citations to identify which sources, formats, claims, and topic gaps shape answer-engine visibility in a market.
nqzaiBlogTag archive
#aeo-visibility
12 published storiesCanonical archive
Stories tagged AEO Visibility
Topic archive
AI Content Citability Audit
Audit content citability for answer engines by evaluating direct answers, evidence, structure, freshness, and whether claims can be safely cited.
AI Entity Recognition Audit
Run an AI entity recognition audit to test how answer engines identify a brand, its category, claims, competitors, and source evidence.
AI Prompt Volume Estimation
Use AI prompt volume estimation to prioritize answer-engine topics with transparent assumptions, uncertainty ranges, and practical content decisions.
AI Share of Voice Reporting
Build AI share of voice reporting that compares brand visibility across prompts, engines, competitors, and time without overstating precision.
Capability: Research who AI cites for a topic
Researching AI Citations for a Topic: Who Do Engines Reference When Discussing AI Agent Governance?
Capability: Do AI engines cite my brand?
The capability answers the prompt “Check whether AI engines cite my site” by systematically querying a range of AI‑powered answer generators and determining whether their outputs contain a reference to a specified brand domain or name. In practice, the tool treats each AI engine
Capability: Full AI visibility audit (~10M tokens)
Understanding the Full AI Visibility Audit (~10M Tokens) for Comprehensive AEO Optimization
Capability: Does Google know my brand as an entity?
The capability “Audit my brand entity in the Knowledge Graph” lets you determine whether the leading search engine’s knowledge graph recognizes your brand as a distinct entity and, if so, what attributes it has recorded. A knowledge graph is a massive, machine‑readable network of
Capability: AI prompt volume (TAP) (~7.5M tokens)
Calculating Your Total Addressable AI Prompt Volume: A Practical Guide to TAP (~7.5M Tokens)
Capability: Generate an llms.txt file
Creating an llms.txt File to Guide Machine‑Readable AI Interactions
Capability: Is my page AI-ready?
The “Is my page AI‑ready?” capability evaluates whether a webpage’s markup, content structure, and technical signals meet the criteria that modern AI‑driven citation systems use to extract, interpret, and reference information. Rather than a simple SEO score, the assessment looks
