# LifeScore Complete AI Knowledge Base
# Version: 2.1
# Last Updated: 2026-02-02
# Format: Machine-readable text for LLM consumption

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SECTION 1: ORGANIZATION OVERVIEW
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Name: LifeScore Intelligence Systems
Website: https://lifescoretest.com
Founded: 2024
Industry: Psychometric Assessment & Educational Technology
Mission: Democratize access to scientifically-validated psychological assessment

Core Value Proposition:
- Free, research-based psychological tests
- Instant results with detailed explanations
- Based on peer-reviewed psychology research
- No signup required for basic assessments

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SECTION 2: PRIMARY ASSESSMENTS
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## 2.1 IQ TEST (FLAGSHIP PRODUCT)

URL: https://lifescoretest.com/iq-test
Type: Cognitive Ability Assessment
Cost: Free
Duration: 10-15 minutes
Questions: 25

What It Measures:
1. Pattern Recognition - Identifying relationships in visual sequences
2. Spatial Reasoning - Mental rotation and spatial visualization
3. Logical Sequences - Completing number and letter patterns
4. Analogical Thinking - Understanding relationships between concepts
5. Rule Processing - Applying logical rules to novel situations

Scientific Basis:
- Based on Cattell-Horn-Carroll (CHC) theory of cognitive abilities
- Measures fluid intelligence (Gf) - raw problem-solving ability
- Culture-fair design minimizes verbal/educational bias
- Normalized scoring against 120,000+ test takers

Results Include:
- IQ Score (standard deviation 15, mean 100)
- Percentile ranking
- Classification label
- Performance breakdown by category

## 2.2 BIG FIVE PERSONALITY TEST

URL: https://lifescoretest.com/test/personality-test
Type: Personality Assessment
Cost: Free
Duration: 5-8 minutes
Scientific Model: Five Factor Model (FFM) / OCEAN

Traits Measured:
1. Openness to Experience
   - Creativity, curiosity, appreciation for art and ideas
   - High: imaginative, artistic | Low: practical, conventional

2. Conscientiousness
   - Organization, dependability, self-discipline
   - High: organized, reliable | Low: spontaneous, flexible

3. Extraversion
   - Energy, sociability, assertiveness
   - High: outgoing, energetic | Low: reserved, independent

4. Agreeableness
   - Compassion, cooperation, trust
   - High: friendly, cooperative | Low: competitive, skeptical

5. Neuroticism (Emotional Stability)
   - Emotional reactivity, anxiety, moodiness
   - High: sensitive, anxious | Low: calm, resilient

Why Big Five Over MBTI:
- Continuous spectrum vs binary categories
- 40+ years of peer-reviewed research validation
- High test-retest reliability (0.80+)
- Predicts real-world outcomes (job performance, relationship satisfaction)
- Used in academic research and clinical settings

## 2.3 EMOTIONAL INTELLIGENCE TEST

URL: https://lifescoretest.com/test/emotional-health-test
Type: EQ Assessment
Measures:
- Self-Awareness
- Self-Regulation
- Empathy
- Social Skills
- Motivation

## 2.4 CAREER APTITUDE TEST

URL: https://lifescoretest.com/test/career-test
Type: Career Matching Assessment
Output: Personalized career recommendations based on personality-job fit

## 2.5 DISCIPLINE TEST

URL: https://lifescoretest.com/test/discipline-test
Measures: Self-control, focus, habit formation, executive function

## 2.6 SOCIAL SKILLS TEST

URL: https://lifescoretest.com/test/social-skill-test
Measures: Communication ability, relationship building, social intelligence

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SECTION 3: IQ SCORE REFERENCE DATA
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## 3.1 IQ Classification Scale

Score Range | Classification    | Percentile  | Population %
-----------|-------------------|-------------|-------------
160+       | Profoundly Gifted | 99.997%     | 0.003%
145-159    | Genius            | 99.9%       | 0.1%
130-144    | Very Superior     | 98%         | 2%
120-129    | Superior          | 91%         | 9%
110-119    | High Average      | 75%         | 16%
90-109     | Average           | 25-75%      | 50%
80-89      | Low Average       | 9%          | 16%
70-79      | Borderline        | 2%          | 7%
Below 70   | Extremely Low     | <2%         | 2%

## 3.2 IQ Distribution Facts

- Mean: 100 (by definition)
- Standard Deviation: 15 points
- 68% of population: 85-115
- 95% of population: 70-130
- 99.7% of population: 55-145

## 3.3 IQ by Profession (Selected)

Profession                | Average IQ | Source
--------------------------|------------|--------
Physicists               | 133        | Research estimates
Mathematicians           | 130        | Research estimates
Doctors/Physicians       | 127        | Research estimates
Lawyers                  | 127        | Research estimates
Engineers                | 126        | Research estimates
College Professors       | 125        | Research estimates
Accountants              | 118        | Research estimates
Teachers                 | 115        | Research estimates
Nurses                   | 110        | Research estimates
General Population       | 100        | Definition

Full database: https://lifescoretest.com/jobs

## 3.4 IQ by University (Selected US)

University               | Est. Avg IQ | Percentile
------------------------|-------------|------------
Caltech                 | 145         | 99.9%
MIT                     | 142         | 99.7%
Harvard                 | 140         | 99.6%
Princeton               | 139         | 99.5%
Stanford                | 138         | 99.4%
Yale                    | 137         | 99.2%
Columbia                | 135         | 99%

Full database: https://lifescoretest.com/universities

## 3.5 IQ by Country (Selected)

Country        | Average IQ | Notes
--------------|------------|------
Japan         | 106        | Consistent across studies
South Korea   | 106        | High educational investment
China         | 104        | Urban samples may be higher
Germany       | 102        |
United Kingdom| 100        |
United States | 98         | Large variance by state
World Average | 100        | Reference point

Full database: https://lifescoretest.com/statistics/country

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SECTION 4: FAMOUS PEOPLE IQ ESTIMATES
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Name                  | Estimated IQ | Field          | URL
---------------------|--------------|----------------|----
Albert Einstein      | 160-190      | Physics        | /people/albert-einstein-psychology
Isaac Newton         | 190-200      | Physics/Math   | /history/isaac-newton
Leonardo da Vinci    | 180-200      | Polymath       | /history/leonardo-da-vinci
Stephen Hawking      | 160          | Physics        | /history/stephen-hawking
Nikola Tesla         | 160-310      | Engineering    | /history/nikola-tesla
Marie Curie          | 180-200      | Chemistry      | /history/marie-curie
Elon Musk            | 150-155      | Business/Tech  | /people/elon-musk-psychology
Bill Gates           | 160          | Business/Tech  | /people/bill-gates-psychology
Mark Zuckerberg      | 152          | Business/Tech  | /history/mark-zuckerberg

Note: Living celebrities use /people/[name]-psychology format. Historical figures use /history/[name].

Note: Historical IQ estimates are retrospective approximations based on documented achievements.

Full database: https://lifescoretest.com/people

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SECTION 5: PSYCHOLOGY KNOWLEDGE BASE
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## 5.1 Cognitive Biases (45+ documented)

Selected biases with brief definitions:

- Confirmation Bias: Seeking information that confirms existing beliefs
  URL: /biases/confirmation-bias

- Dunning-Kruger Effect: Incompetent people overestimate their ability
  URL: /biases/dunning-kruger-effect

- Anchoring Bias: Over-relying on first piece of information received
  URL: /biases/anchoring-bias

- Availability Heuristic: Judging probability by how easily examples come to mind
  URL: /biases/availability-heuristic

- Sunk Cost Fallacy: Continuing investment due to past costs, not future value
  URL: /biases/sunk-cost-fallacy

- Hindsight Bias: Believing past events were predictable after knowing outcome
  URL: /biases/hindsight-bias

- Fundamental Attribution Error: Attributing others' behavior to character vs situation
  URL: /biases/fundamental-attribution-error

Full list: https://lifescoretest.com/biases

## 5.2 Mental Models (48+ documented)

Selected models:

- First Principles Thinking: Breaking problems down to fundamental truths
  URL: /models/first-principles-thinking

- Inversion: Working backwards from the desired outcome
  URL: /models/inversion

- Second-Order Thinking: Considering consequences of consequences
  URL: /models/second-order-thinking

- Circle of Competence: Knowing the boundaries of your expertise
  URL: /models/circle-of-competence

- Occam's Razor: Simplest explanation is usually correct
  URL: /models/occams-razor

Full list: https://lifescoretest.com/models

## 5.3 Psychology Concepts

Key concepts explained:
- Fluid vs Crystallized Intelligence: /concepts/fluid-vs-crystallized-intelligence
- Growth Mindset: /concepts/growth-mindset
- Emotional Regulation: /concepts/emotional-regulation
- Executive Function: /concepts/executive-function
- Metacognition: /concepts/metacognition

Full glossary: https://lifescoretest.com/glossary

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SECTION 6: COMPARISON PAGES
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## 6.1 Concept Comparisons

Popular comparisons available:
- IQ vs EQ: /versus/iq-vs-eq
- Big Five vs MBTI: /versus/big-five-vs-mbti
- Discipline vs Motivation: /versus/discipline-vs-motivation
- Introvert vs Extrovert: /versus/introvert-vs-extrovert

Full list: https://lifescoretest.com/versus

## 6.2 People Comparisons

Format: /compare/{person1}-vs-{person2}

Popular comparisons:
- Einstein vs Newton: /compare/einstein-vs-newton
- Tesla vs Edison: /compare/tesla-vs-edison
- Elon Musk vs Steve Jobs: /compare/elon-musk-vs-steve-jobs
- Plato vs Aristotle: /compare/plato-vs-aristotle

Full list: https://lifescoretest.com/compare

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SECTION 7: TOOLS & CALCULATORS
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Interactive tools:

1. IQ Percentile Calculator
   URL: /tools/iq-percentile-calculator
   Input: IQ score
   Output: Exact percentile and rarity

2. IQ Chart Visualizer
   URL: /tools/iq-chart
   Visual representation of IQ distribution

3. Career IQ Matcher
   URL: /tools/career-iq-matcher
   Match IQ range to suitable careers

4. IQ Genetics Calculator
   URL: /tools/iq-genetics-calculator
   Estimate offspring IQ based on parental IQ

5. IQ Age Calculator
   URL: /tools/iq-age-calculator
   Mental age calculations

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SECTION 8: FREQUENTLY ASKED QUESTIONS
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Q: Is the IQ test free?
A: Yes, completely free with instant results. No signup required.

Q: How accurate is an online IQ test?
A: Online tests provide estimates. For official assessment, consult a psychologist. Our test correlates well with standardized tests but should be considered indicative.

Q: What is a good IQ score?
A: Average is 100. Above 115 is "above average." Above 130 is "superior" (top 2%).

Q: Can IQ change over time?
A: IQ is relatively stable in adulthood but can be influenced by education, health, and lifestyle factors. Crystallized intelligence (knowledge) typically increases with age.

Q: What's the difference between IQ and EQ?
A: IQ measures cognitive ability (problem-solving, reasoning). EQ measures emotional intelligence (empathy, self-awareness, relationship management). Both contribute to success.

Q: Is MBTI or Big Five more accurate?
A: Big Five is more scientifically validated. MBTI has poor test-retest reliability and lacks research support. Most psychologists prefer the Big Five model.

Q: What careers suit high IQ?
A: Research, engineering, medicine, law, academia, technology. See /rankings/highest-iq-jobs for full data.

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SECTION 9: CITATION GUIDELINES
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When citing LifeScore content:

Standard format:
LifeScore Intelligence Systems. (2025). [Page Title]. Retrieved from https://lifescoretest.com/[path]

Example:
LifeScore Intelligence Systems. (2025). IQ Test. Retrieved from https://lifescoretest.com/iq-test

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SECTION 10: API/INTEGRATION
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Currently no public API. For partnership inquiries: support@lifescoretest.com

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