Information Density: Live Better (American Thoracic Society) – Signal Evidence & AI Readability

Live Better (American Thoracic Society)

(https://livebetter.org) 📸 Data Snapshot: May 30, 2026
Information Density — The Lens

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Info Density Power-words vs. Substance ratio.
27 Impact Weight: 30 / 100
90% Reputation

The information density is high despite low character counts on several pages. Headings like [H1] Find a Program and [H2] Pulmonary Rehabilitation Program Directory are purely functional and contain zero fluff or power words. While the body text on the awareness-tools page is sparse, the non-ats-resources page provides dense, technical descriptions of medical organizations such as the National Heart, Lung, and Blood Institute (NHLBI). The site avoids generic marketing language in favor of specific nouns and named institutional entities.

Information Density is read straight from the body copy: how much of the text carries grounded, checkable substance versus hollow filler. Below is the clean text the engine analyzed, then the industry’s known generic-claim patterns to weigh it against.

📝 The Narrative — clean text per page (the substance-vs-filler signal)
HOMEPAGE · THIN (https://livebetter.org) Home :: Live Better
[H1] Find a Program
Learn More

Thank you for visiting the dedicated American Thoracic Society (ATS) Live Better pulmonary rehabilitation (PR) directory website.  If you would like additional information about pulmonary rehabilitation, including what it involves and whether it might be beneficial for you, your loved ones, or your patients, please visit our PR partner organization’s website, the COPD Foundation.

[IMG: Gawlicki Foundation]

[IMG: ATS Logo.png]

[IMG: COPD Foundation]
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SUB-PAGE · THIN (https://livebetter.org/directory/) Program Directory :: Live Better
[H2] Pulmonary Rehabilitation Program Directory

Search below using your City and State, or Zip Code to find PR programs near you.

To add or edit a program listing, please email prdirectory@thoracic.org

What to do When Pulmonary Rehabilitation (PR) is Unavailable

Search

FIND A PROGRAM

Browse Locations By State

Programs

[H6] Directory Disclaimer

This directory is based on the one owned and maintained by the American Association for Cardiovascular Rehabilitation (AACVPR). The American Thoracic Society (ATS) has updated the AACVPR list by contacting and validating program information, indicated above. ATS will continue to update the directory on a regular basis.
714 chars
SUB-PAGE · THIN (https://livebetter.org/awareness-tools/) Awareness Tools :: Live Better
[H1] Awareness Tools
[H3] Videos

[H6] COPD SOS

[H6]

[H3]

[H3] Infographics

Live Better and Live Longer Infographic (Generic)
Live Better and Live Longer Infographic (ATS)
Live Better and  Live Longer Sign-On Letter
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SUB-PAGE (https://livebetter.org/non-ats-resources/) Non-ATS Resources :: Live Better
[H1] Non-ATS Resources

[IMG: COPD Foundation]
[H3] COPD Foundation

The COPD Foundation is a 501(c)(3) not-for-profit organization created in 2004, with offices in Washington, D.C. and Miami, FL.

The COPD Foundation was established to improve the lives of people with COPD, bronchiectasis, and nontuberculous mycobacterial (NTM) lung disease through initiatives that expand services and speed innovations which will make treatment more effective and affordable. We do this through scientific research, education, advocacy, and awareness with the goal of disease prevention, slowed progression, and ultimately a cure.

To learn more about COPDF visit https://www.copdfoundation.org/

RELIANCE Study Information
RELIANCE Study Community Partner sign-up:  https://www.reliance-study.org/community-partner-learn-more-and-join
[IMG: American Association of Cardiovascular and Pulmonary Rehabilitation]

[H2] American Association of Cardiovascular and Pulmonary Rehabilitation (AACVPR)

The American Association of Cardiovascular and Pulmonary Rehabilitation (AACVPR) is a multidisciplinary professional association comprised of health professionals in the field of pulmonary and cardiac rehabilitation. AACVPR is committed to the continued professional development of its members through networking and educational opportunities. Founded in 1985, AACVPR is dedicated to its mission of reducing morbidity, mortality and disability from pulmonary and cardiovascular disease through education, prevention, rehabilitation, research and disease management. Central to the core mission is improvement in quality of life for patients and their families.

To learn more about AACVPR, visit www.aacvpr.org
[IMG: American College of Chest Physicians Logo]

[H3] American College of Chest Physicians

The American College of Chest Physicians (CHEST) is a global leader in advancing patient outcomes through innovative chest medicine education, clinical research, and team-based care. With more than 19,000 members in 100+ countries around the world, CHEST champions the prevention, diagnosis, and treatment of chest diseases through education, communication, and research. Established in 1935, the CHEST Journal is the leading peer-reviewed medical journal covering chest diseases and related issues, including pulmonology, cardiology, thoracic surgery, transplantation, breathing, airway diseases, and emergency medicine.

To learn more about CHEST visit www.chestnet.org
[IMG: Canadian Lung Association Logo]

[H3] Canadian Lung Association

The Canadian Lung Association (CLA) is a national, vounteer-based organization and charity that focuses on all issues that affect the ability of Canadians to breathe. The CLA works at the national, provincial and community levels to improve and promote lung heath. The organization focuses primarily on chronic lung diseases such as asthma and COPD, infectious diaseses such as tuberculosis, flu and pneumonia, breathing disorders such as sleep apnea and cystic fibrosis, and lung cancer.

To learn more about CLA visit https://www.lung.ca/
[IMG: PERF Logo]

[H3] Pulmonary Education and Research Foundation

The Pulmonary Education and Research Foundation (PERF) is a non-profit foundation dedicated to assisting patients with chronic respiratory disease through education and research. PERF contributes to the scientific basis for the practice of pulmonary rehabilitation (PR), promotes clinical application of pulmonary research, supports the development of pulmonary research, assists in developing and supporting PR programs, and works to increase public awareness of pulmonary disease and the benefits of PR.

To learn more about PERF visit http://perf2ndwind.org/
[IMG: NATIONAL HEART, LUNG, AND BLOOD INSTITUTE]

[H3] National Heart, Lung, and Blood Institute

The National Heart, Lung, and Blood Institute (NHLBI) - one of the largest institutes and centers that makes up the National Institutes of Health - is the U.S. leader in the prevention and treatment of heart, lung, blood, and sleep disorders. NHLBI provides global leadership for a research, training, and education program to promote the prevention and treatment of heart, lung, and blood disorders and enhance the health of all individuals so that they can live longer and more fulfilling lives.

To learn more about NHLBI visit https://www.nhlbi.nih.gov
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🧭 Industry Context — common generic-claim patterns in Healthcare Providers & Medical Clinics to weigh the text against
Generic Claims: world-class healthcare, your health is our priority, compassionate care, trusted by thousands of patients, state-of-the-art facilities, leading specialists…
Red Flags: no CQC registration or equivalent regulatory status, practitioner names without GMC or registration numbers, guaranteed treatment outcomes for complex conditions, testimonials making medical claims, pricing deliberately hidden or available only after consultation, alternative treatments presented as equivalent to evidence-based medicine…
Semantic Drift Patterns: homepage claims specialist expertise but services page is general practice, claims evidence-based but promotes unproven treatments, homepage targets complex conditions but offerings are routine screenings, claims NHS and private but private is the only visible option…
Proof Expectations: CQC registration and rating, GMC or relevant professional registration for all practitioners, named specialist qualifications and training, published fees and pricing transparency, specific conditions treated with evidence-based protocols, insurance panel and self-pay information…
Explore the other reputation pillars for Live Better (American Thoracic Society)