AI Search Services
Generative Engine Optimization
Generative engines synthesize answers from multiple sources. We help you control what those engines can understand about your entity, structure content for accurate citation, and test how your information appears in AI-generated responses—without promising inclusion or rankings.
Own Entity Clarity
Generative engines rely on consistent entity signals. We audit your business name, address, service descriptions, and relationships across your site and trusted directories. Clear, unambiguous entity data helps engines associate your content with the right queries. We focus on what you control: your own pages, structured data, and public profiles.
Source Quality and Answer Structure
A source is easier to evaluate when its claims are specific, supported, and consistent with other reliable evidence. We review whether important pages identify responsible authors or organizations, provide useful publication context when relevant, and cite external data accurately. Corroboration cannot force a generative system to select or cite a page, but it can make the content more defensible to readers and retrieval systems that choose to evaluate it.
Corroboration and Citation Readiness
Generative systems may retrieve, compare, summarize, or omit sources according to provider-specific processes. We review whether important claims are supported by evidence available on the page or through appropriately cited sources, and whether related pages contradict one another. Citation readiness means making a source clear, stable, and defensible if a system chooses to use it. It does not force selection, inclusion, or attribution.
Technical Access and Testing
We test relevant public paths against robots rules, response status, rendering, canonicals, and common protection layers such as WAF or bot mitigation. Technical access does not create inclusion. A defined prompt set and dated observations record what selected systems returned at that moment. Because provider behavior, sources, and models change, the result is treated as a sample that can inform content decisions—not a stable ranking report.
What the engagement can produce
Practical deliverables
Entity Audit
Review of your name, address, and service data across your site and key directories to reduce ambiguity in AI interpretation.
Content Restructuring
Review of authorship, dates, claims, and external references to assess whether important content provides clear source context.
Citation Readiness Check
Review of important claims, supporting evidence, source context, stable URLs, and contradictions that could weaken citation readiness.
Prompt Testing Report
Dated observations from a controlled prompt set, documenting visible sources, omissions, and questions at the time tested.
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Prepare for AI answers
Let's audit your content for generative engine readiness. No promises, just a clear picture.