AI Visibility Disclaimer


Effective Date: June 12, 2026


Entitylytics™ provides business intelligence and analytical assessment services designed to evaluate factors that may influence how artificial intelligence systems identify, understand, trust, and recommend businesses.


This disclaimer explains important limitations regarding AI visibility, recommendations, citations, rankings, and related outcomes.


1. No Guarantee Of AI Recommendations


Entitylytics™ does not guarantee that any business will be:

  • Recommended by ChatGPT
  • Recommended by Google Gemini
  • Recommended by Claude
  • Recommended by Perplexity
  • Recommended by Microsoft Copilot
  • Recommended by any future AI platform


Artificial intelligence systems generate responses dynamically and may produce different results for different users, locations, prompts, devices, and situations.


No assessment can guarantee inclusion within AI-generated answers.


2. No Guarantee Of AI Citations


Entitylytics™ does not guarantee that a business will be:

  • Cited by AI systems
  • Referenced by AI systems
  • Included in AI-generated source lists
  • Included in AI-generated summaries


Citation behavior varies across platforms and may change without notice.


3. No Guarantee Of Search Rankings


Entitylytics™ does not guarantee:

  • Search engine rankings
  • Google rankings
  • Bing rankings
  • Organic traffic increases
  • Visibility improvements
  • Lead generation
  • Revenue growth


Assessment findings are informational and analytical in nature.


4. AI Systems Are Continuously Changing


Artificial intelligence systems evolve rapidly.


Factors influencing AI-generated responses may include:

  • Model updates
  • Training data updates
  • Retrieval systems
  • Search integrations
  • Platform policies
  • User behavior
  • Geographic factors
  • Personalization systems
  • Unknown variables outside public visibility


Because these systems continuously change, future outcomes cannot be predicted with certainty.


5. Entitylytics™ Does Not Control AI Platforms


Entitylytics™ is independent from all third-party AI providers.


Entitylytics™ does not control:

  • OpenAI
  • Google
  • Anthropic
  • Microsoft
  • Perplexity
  • Search engines
  • Recommendation engines
  • Future AI systems


Any references to these companies or platforms are solely for explanatory purposes.


Entitylytics™ has no authority over platform behavior, recommendations, rankings, citations, or visibility decisions.


6. Assessment Findings Are Analytical Opinions


Entitylytics™ assessments represent professional analysis based upon publicly observable information and available evidence at the time of review.


Findings may include:

  • Interpretations
  • Conclusions
  • Risk assessments
  • Visibility observations
  • Trust evaluations
  • Recommendation readiness evaluations
  • Strategic recommendations


Reasonable professionals may reach different conclusions when evaluating the same information.


Assessment findings should be viewed as informed analysis rather than statements of absolute fact.


7. Visibility Signals Are Not Guarantees


Entitylytics™ evaluates signals that may influence AI visibility.


Examples may include:

  • Entity clarity
  • Business understanding
  • Trust indicators
  • Reputation signals
  • Expertise signals
  • Recommendation pathways
  • Evidence support
  • Content quality
  • Structured information


Strong signals may improve visibility potential but do not guarantee outcomes.


Weak signals may limit visibility potential but do not guarantee negative outcomes.


8. Recommendations Are Strategic Guidance


Recommendations provided by Entitylytics™ are intended to help businesses prioritize improvements and strengthen visibility-related signals.


Recommendations should not be interpreted as:

  • Guaranteed solutions
  • Guaranteed performance improvements
  • Guaranteed ranking factors
  • Guaranteed recommendation factors


Business owners remain responsible for implementation decisions and associated outcomes.


9. Future Platform Changes


AI platforms, search engines, and recommendation systems may change at any time.


Future changes may:

  • Increase visibility
  • Decrease visibility
  • Change recommendation behavior
  • Change citation behavior
  • Alter ranking systems
  • Introduce new evaluation criteria


Entitylytics™ cannot predict or control future platform changes.


10. Limitation Of Reliance


Businesses should not rely exclusively on AI visibility assessments when making strategic, financial, legal, operational, or investment decisions.


Entitylytics™ assessments should be considered one source of information among many.


Professional legal, financial, accounting, and business advisors should be consulted when appropriate.


11. No Warranty


Entitylytics™ makes no warranties regarding:

  • AI visibility outcomes
  • Recommendation outcomes
  • Citation outcomes
  • Search performance outcomes
  • Traffic outcomes
  • Business outcomes


All assessments are provided on an informational and analytical basis.


Any disputes arising under this policy shall be governed by the dispute resolution provisions contained in the Entitylytics™ Terms of Service.


12. Contact Information


Entitylytics LLC

760 Old Roswell Rd, Suite 471
Roswell, GA 30076


Phone: 770-678-7790

Email: support@entitylytics.com


By using the Entitylytics™ website, purchasing an assessment, or reviewing assessment findings, you acknowledge and agree to this AI Visibility Disclaimer.