Disclaimer

Last Updated: September 9, 2026

The information published on 3DChessMedia.com is provided by 3D Chess Media, LLC for general informational, corporate, research, and business purposes. Nothing on this website should be interpreted as individualized legal, financial, tax, investment, insurance, credit, medical, or other regulated professional advice. Individual websites within The 3D Chess Media Portfolio may maintain additional disclaimers appropriate to their specific subject matter.

No Professional Advice

Information published by 3D Chess Media may discuss topics involving: Business, Marketing, Artificial intelligence, Search engines, Digital publishing, Technology, Consumer products, Financial products, Insurance, Mortgages, Credit, Home services, and Other commercial markets. General discussion of these subjects does not create a professional advisory relationship. Before making an important decision involving legal, financial, medical, tax, insurance, credit, investment, or other regulated matters, consult an appropriately qualified professional familiar with your circumstances.

No Legal Advice

3D Chess Media is not a law firm. Mark B. Huntley, J.D. previously practiced law, but he does not provide legal services through: 3D Chess Media, LLM Authority Index, CiteWorks Studio, The 3D Chess Media Portfolio, and 3DChessMedia.com. The use of the credential J.D. identifies his Juris Doctor degree. It should not be interpreted as representing that Mark B. Huntley is acting as legal counsel in connection with the content of this website. Visiting this website, sending an email, submitting a form, or communicating with 3D Chess Media does not create an attorney-client relationship.

AI Search Research

3D Chess Media and its businesses may research how artificial intelligence systems respond to commercial, informational, and comparative questions. Research may involve: AI recommendations, AI citations, Company mentions, Competitive visibility, Recommendation position, Prompt clusters, Source behavior, Cross-platform agreement, and Industry benchmarks. AI systems are operated by independent third parties. Their behavior may change because of:

Model updates
Search changes
Retrieval changes
New training
New web content
Product changes
Personalization
Geography
Platform experimentation
Other factors outside our control

Research should therefore be interpreted as a measurement of observed behavior under the conditions and time period studied.

AI Recommendations Are Not Necessarily Our Recommendations

Some 3D Chess Media properties report companies, products, or services recommended by external AI platforms. If a study reports: 6 of 7 AI systems recommended Company A, that statement describes the result observed in the systems tested. It does not automatically mean: 3D Chess Media independently determined Company A is the best choice for every user. The AI systems produced the recommendations. Our research records and analyzes them.

AI Consensus Does Not Equal Objective Truth

Multiple AI systems can agree with one another. That agreement may be useful to measure. It does not necessarily represent independent expert verification. AI platforms may rely on overlapping: Websites, Publishers, Search results, Training information, Reviews, Company information, Public datasets, and Research sources. For that reason, references to AI consensus or cross-platform agreement describe agreement among the systems tested. They should not be interpreted as proof of objective superiority.

AI Systems Can Be Wrong

Artificial intelligence systems can produce:

Incorrect information
Outdated information
Unsupported claims
Incomplete answers
Fabricated details
Incorrect citations
Contradictory recommendations

When an AI response is itself the subject of a study, we may accurately report what the system said without independently adopting every factual statement contained in that response. Readers should independently verify material information before relying upon it.

Research Is Subject to Limitations

Research conducted by 3D Chess Media or its portfolio properties may involve: Selected prompts, Selected AI platforms, Defined collection periods, Automated processing, Classification systems, Human review, Statistical summaries, Proprietary metrics, and Third-party data. These choices can affect the findings. No finite study represents every possible:

User question
AI platform
Customer situation
Geographic location
Market condition
Future response

Readers should review the methodology and limitations associated with significant research before drawing broad conclusions from the results.

No Guarantee of Future Results

Historical results do not guarantee future results. This applies to information concerning: AI visibility, Search rankings, Website traffic, Citations, Recommendations, Leads, Conversions, Sales, Revenue, Marketing performance, and Business growth. A company that performs strongly in a study today may perform differently in a future measurement. Similarly, strategies that produced positive results in one situation may not produce the same results for another organization.

CiteWorks Studio Results

CiteWorks Studio works with organizations on areas involving AI search strategy and implementation. No statement on this website should be interpreted as guaranteeing that CiteWorks Studio can cause an independent AI system or search engine to:

Recommend a company
Cite a company
Rank a company first
Increase website traffic
Generate a defined number of leads
Generate a defined amount of revenue

AI and search platforms are controlled by independent third parties. CiteWorks Studio works to improve the conditions surrounding discoverability, authority, citation potential, and competitive visibility. Results can vary.

Case Studies

3D Chess Media or its portfolio businesses may publish case studies describing prior projects or observed results. Case studies represent specific circumstances. They may involve different: Industries, Competitive environments, Budgets, Time periods, Strategies, Websites, and Market conditions. A case study should not be interpreted as a promise that another company will achieve the same result.

Modeled and Estimated Values

Some content may include: Models, Estimates, Forecasts, Opportunity calculations, Weighted scores, and Projections. Modeled or estimated values depend on assumptions. They should not be interpreted as:

Actual booked revenue
Audited financial results
Guaranteed revenue
Guaranteed savings
Guaranteed future performance

Where material, estimated or modeled values should be identified accordingly.

Business and Market Information

3D Chess Media may discuss: Companies, Markets, Software, Services, Technology, Pricing, Business models, and Competitive positioning. Markets change. Companies change. Products change. Prices change. Features change. Ownership changes. Readers should verify commercially important information directly with the relevant company before making a material decision.

Third-Party Companies

Mention of a third-party company does not automatically mean that:

3D Chess Media endorses the company
The company endorses 3D Chess Media
A commercial relationship exists
A partnership exists
The company participated in our research
The company approved our conclusions

Companies may appear in research because they were identified by: AI systems, Search results, Research methodology, Market analysis, and Public information.

Third-Party Links

3DChessMedia.com may contain links to independently operated websites.

We do not control those sites. A link should not be interpreted as a guarantee concerning:

Accuracy
Security
Privacy practices
Products
Services
Pricing
Availability

Visitors should review the applicable terms and policies of third-party websites.

Affiliate and Advertising Relationships

Some properties within The 3D Chess Media Portfolio may receive compensation through: Affiliate marketing, Advertising, Lead generation, Sponsorship, Referrals, and Partnerships. These relationships may create potential conflicts of interest. For additional information, see:

Advertising & Affiliate Disclosure

Commercial relationships should not automatically determine the underlying results of structured research.

Ownership Relationships

3D Chess Media operates multiple digital properties. A reader may encounter research involving another business within the same portfolio. For example: LLM Authority Index may research a market involving AI visibility companies., and CiteWorks Studio may compete within that market.. Such relationships create potential conflicts. Our policy is to disclose material relationships rather than imply the companies are unrelated. For additional information, see:

Portfolio & Ownership Disclosure

Consumer Research

Some properties within The 3D Chess Media Portfolio publish information designed to help consumers understand products, services, companies, or purchasing decisions. Such information is general. The best choice for an individual consumer can depend on factors that our research does not know. These may include:

Budget
Location
Health
Credit
Eligibility
Personal preferences
Family circumstances
Property characteristics
Risk tolerance
Contract terms

Consumers should evaluate their own circumstances before making significant decisions.

Financial Topics

Properties covering: Credit, Mortgages, Insurance, and Other financial topics. provide general informational and research content. Nothing published by 3D Chess Media should be interpreted as individualized:

Financial advice
Credit advice
Lending advice
Insurance advice
Investment advice
Tax advice

Eligibility, rates, premiums, terms, and outcomes can depend on individual circumstances.

Health and Safety Topics

Some portfolio content may involve: Aging in place, Medical alert systems, Home safety, Accessibility, and Products used by older adults. This information is educational and consumer-oriented. It is not medical diagnosis, treatment, or individualized healthcare advice. People making decisions that affect health or personal safety should consult qualified professionals where appropriate.

Software and Technology

Information concerning software, hosting, security, AI systems, or technology may become outdated quickly. We do not guarantee that:

A feature remains available
A platform remains compatible
Pricing remains unchanged
A security configuration is appropriate for every organization
Technical recommendations apply to every environment

Organizations should evaluate technology decisions within their own technical, security, legal, and operational requirements.

Government Procurement

3D Chess Media may discuss government or institutional procurement opportunities. Information published on this website does not override the official:

Solicitation
RFP
RFQ
Addendum
Procurement portal
Contract
Agency instructions

Organizations participating in a procurement should rely on the official documents and authorized procurement contacts.

Intellectual Property References

Company names, product names, trademarks, logos, and other third-party intellectual property may appear for purposes including: Research, Commentary, Comparison, Identification, and Reporting. Ownership of those marks remains with their respective owners. Reference to a third-party mark does not automatically imply endorsement, sponsorship, or affiliation.

Errors and Corrections

We attempt to publish accurate information. Errors can occur. If you identify a potential material factual error, please review our:

Corrections Policy

Or contact: Valerie@3DChessMedia.com.

Use Your Own Judgment

Research can help inform a decision. It cannot eliminate the need for individual judgment. Before making an important purchase, investment, business, legal, financial, health, or technology decision, users should consider: