Year-8 maths topic summary + question bank
medium- 25Clear, plain topic summary
- 25Variety across the 10 questions
- 20Quality of the worked examples
- 15Attention to common mistakes
- 15Turkish fluency in a student's register
egitim-01niche
How we test the experts
Saying an expert is "good" is cheap. Here is the exam instead: 50 real scenarios across 10 industries, scored on 258 weighted criteria.
- scenarios
- 50scenarios
- industries
- 10industries
- criteria
- 258criteria
- hard level
- 8hard level
industry
Education
Online Python course — beginner curriculum
medium- 25Curriculum is sequenced and cumulative
- 20Hands-on projects
- 15Motivating final project
- 15Turkish-to-English term mapping
- 15Realistic distribution of hours
- 10Homework and Q&A format
egitim-02nichedev
Message to a parent about a poor grade
easy- 30Not accusatory
- 25Proposed solution
- 20Professional yet warm tone
- 15200-word limit
- 10An action the parent can take
egitim-03niche
Year-12 university choice guidance
medium- 25Sensible list of choices
- 25Comparison across departments
- 20Fit to the student profile
- 15Decision matrix
- 15Awareness of the Turkish education system
egitim-04niche
Year-4 reading comprehension text + questions
easy- 25Age-appropriate (age 9)
- 20Alignment with the national curriculum
- 25Variety across the 5 questions
- 15Subject-matter accuracy
- 15Fun vs instructive balance
egitim-05niche
industry
Finance
Monthly VAT return preparation checklist
medium- 25Completeness of the document list
- 25Checklist items
- 20Dates and deadlines
- 15Practical order of steps
- 15Turkish accountancy register
finans-01business
12-month cash flow projection (SMB)
medium- 2512-month table structure
- 20Seasonality reflected
- 20Collection delay is modelled
- 15Completeness of expense categories
- 20Bottleneck warning
finans-02business
Sole trader → limited company tax advantage analysis
hard- 30Correct tax burden calculation
- 20Social security and other costs
- 15Difference in operating cost
- 20Decision table
- 15Net savings figure
finans-03business
NPV/IRR analysis for a machinery investment
medium- 30Correct NPV calculation
- 20IRR approach
- 15Payback period
- 15The decision is reasoned
- 20Sensitivity analysis
finans-04business
Tier-based pricing for a SaaS product
medium- 253-tier logic fits the segments
- 20Feature matrix
- 25Realistic price range
- 15Competitor analysis
- 15Trial and contract detail
finans-05business
industry
Healthcare
Reducing no-shows at a dental clinic
medium- 25Variety of interventions
- 20Measurement metrics
- 20Realistic budget
- 1530-day calendar
- 10Privacy-law compliance
- 10Fluency in Turkish
saglik-01nicheturkish-personas
Implant treatment package pricing
easy- 253 packages are meaningfully different
- 25Cost line items
- 20Realistic price ranges
- 15Comparison table
- 15Warranty terms
saglik-02niche
Post-operative patient follow-up message set
medium- 25Each of the 7 days is different
- 25Medical accuracy
- 20Empathy and tone
- 15When each action happens
- 15Turkish fluency, plainly written
saglik-03niche
Local SEO blog calendar for a dental clinic
medium- 25Keyword strategy
- 20Pillar/cluster structure
- 20Meta description quality
- 20Content outline
- 15Turkish fluency and search intent
saglik-04seo-extendedniche
Professional reply to a bad Google review
hard- 25Not defensive
- 20Proposed solution
- 20Data protection and confidentiality
- 15Advertising regulation compliance
- 20Effect on prospective patients
saglik-05nicheprofessional
industry
Legal
Spotting privacy-law risk in a supplier contract
medium- 25Citation of privacy-law articles
- 20Justification of the risk level
- 25Recommended actions
- 15Turkish fluency, jargon in balance
- 15Structured output
hukuk-01professionalturkish-personas
Labour court claim for unpaid wages
hard- 15Petition format and salutation
- 15Incident summary
- 25Legal basis
- 20The relief sought
- 15Calculation table
- 10Evidence
hukuk-02professional
Privacy notice for an online retail site
medium- 30All mandatory elements present
- 20Plain language the customer understands
- 15Retention period and deletion
- 15Data subject rights (art. 11)
- 10Controller registry and contact details
- 10Structure
hukuk-03professional
Notarised demand letter for unpaid rent
easy- 20Format of the demand letter
- 25Detail of the debt
- 20Legal basis
- 20Payment demand and eviction warning
- 15Tone — lawful but not aggressive
hukuk-04professional
Draft articles of association for a limited company
medium- 25Mandatory commercial-code clauses
- 20Objective and topic — software-focused
- 1560/40 equity split is clear
- 15Management and representation
- 15General assembly and quorum
- 10Practical notes (tax, registered e-mail, trade registry)
hukuk-05professionalbusiness
industry
Manufacturing
OEE measurement and improvement plan
medium- 20Correct OEE formula
- 25Loss analysis
- 20Root cause logic
- 2090-day calendar
- 15Reference to ISO 9001 procedures
uretim-01businessinfrastructure
Customer complaint root cause analysis (8D)
medium- 25Complete 8D format
- 25Analytical root cause
- 15Fast interim containment
- 20Corrective action is permanent
- 15Awareness of automotive standards
uretim-02businessinfrastructure
Chinese supplier → local supplier switch analysis
hard- 25Detailed cost calculation
- 20Quality and risk assessment
- 20Lead time advantage quantified
- 15FX risk management
- 206-month roadmap
uretim-03business
Risk assessment — hand injury risk on presses
medium- 20Compliance with OHS law 6331 + ISO 45001
- 25Risk matrix (likelihood × severity)
- 25Hierarchy of controls
- 15Analysis of past incidents
- 15Implementation schedule
uretim-04professionalinfrastructure
Capacity feasibility analysis for a new order
medium- 25Capacity calculation
- 20Options for extra capacity
- 20Cost impact
- 20Delivery time commitment
- 15The decision is reasoned
uretim-05business
industry
Other
Weekly team meeting agenda + format
easy- 25Time-box discipline
- 25Action log format
- 20The flow makes sense
- 15Team health check
- 15Realistic within 60 minutes
diger-01businessorchestration
Senior backend developer job ad + interview plan
medium- 25Job ad quality (appealing and specific)
- 254 stages with distinct purposes
- 20Example questions
- 15Fair and bias-aware
- 15Fit with the Turkish market
diger-02businessdev
Monthly one-page report for the C-suite
easy- 25The 5 KPIs are well chosen
- 25Balance of upside and risk
- 20Clear focus areas
- 15Quality of the compression
- 15Action-oriented
diger-03businessorchestration
Designing a personal productivity system
medium- 25Coherence of the system
- 20Deep work vs email balance
- 20Tool comparison
- 20Practical application
- 1530-day calendar
diger-04nicheorchestration
Pre-seed pitch deck outline
hard- 2010–12 slides in the right order
- 25One message per slide
- 20Data and storytelling in balance
- 15Awareness of the Turkish market
- 20Visual suggestions
diger-05businessorchestration
industry
Retail
Seasonal product inventory planning
medium- 25Correct demand forecast
- 20Lead time calculation
- 1515% safety stock
- 20Category distribution
- 20Practical order table
perakende-01business
7-day Black Friday campaign plan
medium- 25Each daily plan is different
- 20Messaging variety
- 20Realistic revenue target
- 15Stock control checklist
- 20Discount psychology
perakende-02businessseo-extended
Returns policy and automated message set
medium- 25Policy is clear and customer-friendly
- 255 messages: distinct yet consistent
- 20Distance selling regulation compliance
- 15Privacy-law compliance
- 15Customer psychology
perakende-03businessprofessional
Training module for shop floor sales staff
medium- 203 days sequenced by topic
- 25Realistic role-play scenario
- 20Cross-sell techniques
- 15Objection handling
- 20Assessment and feedback
perakende-04businessniche
Store window design concept — start of season
easy- 20Clear seasonal theme
- 20Mannequin placement
- 20Budget discipline
- 20Focal point design
- 20Detail of practical application
perakende-05nichebusiness
industry
SEO
Technical SEO audit of an e-commerce site
medium- 25Completeness of audit categories
- 20Prioritisation logic
- 25Actionable resolution steps
- 15Specific to Turkish e-commerce
- 15Structure (table + priority matrix)
seo-01seo-extended
Keyword research for a niche market
easy- 2520 keywords, clearly differentiated
- 20Search intent correctly classified
- 20Reasonable volume estimates
- 20Page type recommendations
- 15Seasonality and niche insight
seo-02seo-extended
90-day content calendar for B2B SaaS
medium- 20Clear cluster structure
- 20Funnel balance
- 20Persona and intent are consistent
- 15Variety of calls to action
- 15Insight into Turkish HR practice
- 10Feasibility
seo-03seo-extendedbusiness
Backlink strategy for a Turkish insurance site
medium- 25Quality of the prospect list
- 20Outreach template
- 20Varied content proposals
- 15Strictly white-hat
- 10Metrics and ROI
- 106-month roadmap
seo-04seo-extended
schema.org markup set for a restaurant
hard- 25Completeness of schema types
- 25Valid JSON-LD syntax
- 15Turkish localisation
- 20Required fields are satisfied
- 15Quality of the 5 FAQPage examples
seo-05seo-extendeddev
industry
Services
14-day onboarding plan for a new B2B client
medium- 25Every stage of the 14 days is clear
- 20Role definitions
- 20Time to value
- 15Risk and churn prevention
- 20Customer experience — delight and value
hizmet-01business
SLA document for an enterprise customer
medium- 25Uptime and how it is measured
- 25Response/resolution classification
- 20Escalation matrix
- 15Credit policy
- 15Exceptions and planned maintenance
hizmet-02businessinfrastructure
Structure of a consulting project proposal
medium- 253 packages clearly differentiated
- 25Specific deliverables
- 20Price-to-value balance
- 15Acceptance criteria
- 15Legal and payment terms
hizmet-03business
Crisis communication plan for a service outage
hard- 25Realistic timeline
- 25Tone — accountability and reassurance
- 20Status page and social templates
- 15Post-mortem structure
- 15Compensation policy
hizmet-04businessinfrastructure
B2C customer base segmentation analysis
medium- 25Correct use of RFM
- 20Realistic segment sizes
- 25Message-to-segment fit
- 15Channel choice
- 15Reactivation schedule
hizmet-05businessseo-extended
industry
Software
Security review of a Node.js Express API
medium- 20SQL injection detected
- 20Plaintext password comparison
- 15Hard-coded JWT secret
- 15Error message leaks the email
- 15Rate limiting and brute force
- 15Fix code snippets
yazilim-01dev
Multi-tenant SaaS database architecture
hard- 25Correct analysis of the 3 strategies
- 20Concrete cost calculation
- 20Data isolation for privacy
- 15Migration and operations
- 20The recommendation is justified
yazilim-02devinfrastructure
Docker Compose production deploy to Hetzner
medium- 25Commands actually run
- 25Security (firewall, SSH, secrets)
- 20TLS and nginx config
- 15Zero-downtime and rollback
- 15Backup and monitoring
yazilim-03devinfrastructure
Optimising a slow PostgreSQL query
medium- 25Correct reading of EXPLAIN
- 25Index recommendations
- 20Query rewrite
- 15Target performance forecast
- 15Side effects (write cost, disk)
yazilim-04dev
Test strategy for new API endpoints
medium- 25Correct test pyramid
- 25Edge case coverage
- 20CI integration
- 15Coverage target
- 15Mock vs real dependencies
yazilim-05dev
Why this matters to you
The employee you rent and the expert you connect to your own Claude come from the same roster, and take the same exam.