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 Doctor Ranking Methodology

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At CTGDoctors, our goal is to help patients in the Chittagong division discover reliable and relevant medical professionals through transparent, data-driven insights. All doctors listed on our platform are qualified healthcare providers. However, some doctors may appear higher in lists such as Top Doctors in Chittagong based on a structured and continuously evolving ranking methodology.

This page explains how doctor rankings are calculated, what they represent, and how patients should use them responsibly.


Important Note About Rankings

A higher ranking position (such as #1) on CTGDoctors does not mean a doctor is objectively the “best” for every patient. Medical needs vary depending on condition, urgency, location, affordability, and personal preferences.

Our rankings reflect platform-based performance and engagement signals, not personal medical endorsements or guarantees.

We strongly encourage patients to:

  • Conduct independent research
  • Verify medical credentials where necessary
  • Consult directly with doctors before making healthcare decisions

Core Principles of Our Ranking System

Our doctor ranking system is guided by four key principles:

  1. Transparency – Rankings are based on measurable and explainable factors
  2. Fairness – No doctor ranks higher solely due to payment or sponsorship
  3. User-Centric Signals – Patient interest and engagement are prioritized
  4. Continuous Improvement – Rankings update dynamically as data changes

Key Factors Used in Doctor Ranking

Doctor positions on CTGDoctors are determined using a combination of quantitative data, user behavior, and AI-assisted evaluation models.

1. Platform Popularity & Profile Views

Doctors who receive higher interest from users may rank higher. This includes:

  • Total profile views
  • Frequency of appearance in search results
  • Click-through rates from listings

Higher patient interest often signals relevance and visibility.


2. Patient Reviews & Ratings

Verified and genuine patient feedback plays an important role, including:

  • Overall rating scores
  • Number of reviews
  • Consistency of feedback over time

We actively monitor reviews to reduce spam, fake ratings, or manipulation.


3. User Engagement Signals

User interaction with doctor profiles helps indicate patient interest, such as:

  • Profile shares and bookmarks
  • Time spent on profile pages
  • Contact or appointment interaction (where available)

Stronger engagement may positively influence ranking.


4. Profile Completeness & Accuracy

Doctors with complete, accurate, and up-to-date profiles may receive better visibility. This includes:

  • Verified qualifications
  • Clear specialization details
  • Chamber address and visiting hours
  • Correct contact information

Incomplete or outdated profiles may negatively impact ranking.


5. Specialty Relevance & Search Matching

Rankings adjust dynamically based on:

  • User search intent (e.g., “Cardiologist in Chittagong”)
  • Specialty relevance
  • Location proximity

A doctor may rank higher for one specialty search and lower for another.


6. AI-Based Quality & Trust Signals

CTGDoctors uses AI-assisted systems to analyze patterns such as:

  • Content consistency
  • Abnormal engagement behavior
  • Review credibility indicators

These signals help maintain fairness and reduce manipulation.


7. Activity & Responsiveness (Where Available)

Doctors or clinics that:

  • Update profile information regularly
  • Respond to patient inquiries (if enabled)

may receive a slight ranking advantage.


What Rankings Do NOT Mean

To ensure clarity, doctor rankings on CTGDoctors:

  • Are not medical endorsements
  • Do not guarantee treatment outcomes
  • Do not replace professional medical judgment
  • Are not based on personal opinions or bias

Ranking positions may change over time as new data becomes available.


Sponsored Listings & Advertising Transparency

Some doctors or healthcare providers may appear in clearly labeled sponsored sections.

Important clarifications:

  • Sponsored listings are always clearly marked
  • Sponsorship does not directly affect organic rankings
  • Editorial content and ranking systems remain independent

How Often Rankings Are Updated

Doctor rankings on CTGDoctors are dynamic, not fixed.

Updates may occur due to:

  • New patient reviews
  • Changes in engagement behavior
  • Profile updates
  • AI quality re-evaluations

This ensures rankings remain current and relevant.


Responsibility of Patients

CTGDoctors is an information and discovery platform, not a healthcare provider.

Patients are responsible for:

  • Verifying doctor credentials
  • Confirming chamber timings
  • Discussing risks, costs, and treatment plans directly

Always seek professional medical advice before starting any treatment.


Our Commitment to Ethical Healthcare Information

We are committed to:

  • Accuracy and neutrality
  • Patient awareness and safety
  • Ethical data usage
  • Continuous platform improvement

If you believe a doctor profile contains incorrect information or violates our policies, please contact us for review.


Final Disclaimer

All doctors listed on CTGDoctors are respected medical professionals. Rankings are generated using platform-based signals and AI-assisted analysis and should be used only as a reference, not as the sole basis for choosing a healthcare provider.

Your health decisions should always be made with careful research, personal judgment, and professional consultation.