Questions About AI Visibility Assessments?

An Entitylytics™ AI Visibility Assessment evaluates how AI systems identify, understand, trust, and recommend your business.

The methodology reviews entity clarity, business understanding, trust signals, and recommendation readiness. Those findings are then synthesized into an online workspace portal that identifies visibility constraints, opportunities, and priorities.

Entitylytics™ evaluates four core dimensions of AI visibility:

• Entity Resolution™: Can AI identify your business clearly across fragmented online mentions?
• Entity Understanding™: Can AI comprehend your services, products, target audience, and geographic footprint?
• Trust Signals™: Does sufficient public evidence exist to support algorithmic confidence and authority?
• Recommendation Readiness™: Can AI confidently cite and recommend your business within relevant commercial scenarios?

Executive Intelligence™ is the strategic synthesis layer of the Entitylytics™ framework.

Rather than simply listing disconnected findings, Executive Intelligence™ isolates concrete visibility constraints, actionable opportunities, value multipliers, and your priority deployment roadmap. The goal is to answer what matters most and what should happen next.

Free AI audits can be useful for basic awareness. Many can identify surface issues, generate a score, or provide a simple layout checklist.

Entitylytics™ is different because it is assessment-first and evidence-based. It is engineered to interpret exactly how search models read your business, where confidence is breaking down, and which text variables or data gaps must be addressed first.

A typical AI conversation generates an answer based on a single prompt. Entitylytics™ uses a structured analytical framework that evaluates multiple dimensions of AI visibility across numerous indices simultaneously, including entity resolution, business understanding, trust signals, and recommendation readiness.

Those findings are then structured into an interactive interface to identify clear structural next steps. A prompt produces an opinion; a methodology produces intelligence.

No. Traditional SEO audits typically focus on rankings, metadata, crawlability, technical page performance, backlinks, and keyword targeting.

Entitylytics™ evaluates an entirely separate layer: how AI discovery systems interpret, trust, and recommend the business as a distinct entity. A business can possess decent legacy SEO foundations and still suffer from massive entity resolution fractures or recommendation gaps.

Yes. Strong AI visibility is built on many of the same pillars: technical accessibility, clear language, schema architecture, trust signals, consistent business metadata, and brand authority.

The difference is that AI retrieval systems parse and weight these elements differently than traditional keyword crawlers. Entitylytics™ maps how those elements specifically support recommendation confidence.

AI models compile information from a mix of surfaces, including website code, registries, directories, reviews, and historical text databases.

If those sources are incomplete, conflicting, or unclear, AI systems may map your business incorrectly, omit core high-margin services, fail to resolve location metrics, or ignore you entirely during active recommendation prompts.

You will receive private access credentials to your secure web portal workspace. For a Complete AI Visibility Assessment™, this workspace houses your global diagnostic dashboard, structured analytical logs, detailed analyst appendices, and your interactive 180-day priority roadmap.

The workspace interface is fully equipped with an automated print-driver module, allowing you to instantly export your entire, unedited assessment as a beautifully clean, print-ready PDF document for your records or dev team.

The Interactive Analyst Assistant Bot™ is a context-aware translation engine embedded natively inside your secure portal workspace tier.

It allows business owners and internal marketing teams to interact with their assessment data dynamically. You can type questions like "what does this schema error mean?" or "how do I explain this appendix constraint to my developer?" to get immediate, jargon-free business translations and clear code execution steps.

The Foundation Assessment™ is a focused baseline workspace focused purely on whether AI systems can identify and understand your core brand parameters.

The Complete AI Visibility Assessment™ is recommended for most operating businesses because it deploys our full multi-agent diagnostic layers, unlocking Trust Signal Analysis™, Recommendation Readiness scenarios, visibility constraints, opportunities, the Interactive Assistant Bot™, and your chronological execution roadmap.

Choose the Foundation Assessment™ if you want a lean, professional starting point. Choose the Complete AI Visibility Assessment™ if you want the definitive strategic view of how AI systems interpret and recommend your business.

Choose the Enterprise & Agency Assessment™ if you require multi-location scaling, franchise architectures, custom reporting setups, or white-label portal directories for a client base.

A Visibility Constraint™ is a specific structural or code barrier that currently blocks or suppresses your business from getting recommended by conversational AI models.

Not every technical error is a visibility constraint. Executive Intelligence™ isolates the exact blockers that are actively hurting your commercial recommendations so you can fix them immediately.

Entitylytics™ is designed for entities that rely on being selected and cited by AI engines during high-intent user queries. This includes:

• Manufacturing, factory supply, and industrial companies
• B2B and B2G enterprise organizations
• Local service brands and multi-location companies
• Professional service firms and healthcare groups
• Niche e-commerce and specialized direct-to-consumer brands
• Marketing agencies and digital consultancies

Most standard client workspaces are fully provisioned, verified, and populated with data within 3 to 5 business days, Monday through Friday.

Portals are prepared in the exact order received. Enterprise scopes or multi-location architectures may require additional time.

Following checkout, you will access a secure intake page to provide your business name, web node domain, physical address, and basic service area parameters.

Our synthesis suite immediately maps your public text footprint and structural markers. Once complete, your private workspace portal credentials are fired straight to your inbox.

No. All assessments are conducted from an outside-in approach using publicly accessible data arrays, live engine outputs, archive nodes, and active schema files. Your internal network and server architecture remain completely safe, untouched, and unexposed.

No. The Foundation Assessment™ and Complete AI Visibility Assessment™ are flat, one-time flat fee workspace provisions. Your secure web workspace remains active for ongoing strategy review and PDF generation.

All sales are final once custom workspace research or report preparation has been initialized.

If Entitylytics™ determines an assessment cannot be safely completed prior to beginning work, we will decline the project and issue a full refund immediately at our discretion.

No. No responsible firm can guarantee algorithmic placement inside LLM discovery loops. Large language models update their parameters dynamically based on location, training weight, user intent, and custom context.

Entitylytics™ isolates the underlying evidence and code clarity markers that mathematically improve your probability of capturing high-intent recommendation space.

Entitylytics™ operates strictly as an independent diagnostic and intelligence workspace. Software implementation, web re-coding, or active copywriting execution is not included in the baseline diagnostic ticket.

This independent stance guarantees that our evaluations remain completely unbiased; we never uncover false errors just to upsell you a generic monthly marketing retainer.

Yes, the workspace is built for exactly that handoff. You can invite your internal dev squads straight into the portal or use the print button to generate a clean, systematic PDF checklist.

The AI Visibility Roadmap™ gives technical providers the exact, prioritized adjustments needed to resolve your entity gaps, patch schema layouts, and restore model confidence.

Yes. Entitylytics™ serves as a premium, data-backed diagnostic layer that agencies can run prior to recommending structural content updates, schema injections, or deep site rebuilds.

Custom agency tiers, volume pricing, and private-labeled client workspace structures are available via our Enterprise & Agency Assessment™ track.