You will get your article/book/video/essay fact checked and proofread
Top Rated

Top Rated

Project details
I provide a meticulous, detail-oriented approach to ensure your content is not only grammatically flawless but also factually accurate and credible. With expertise in academic, business, and web content, I combine precision proofreading with thorough fact verification, ensuring your work is polished, professional, and trustworthy.
My service goes beyond basic editing—I enhance readability, consistency, and reliability, making your content stand out. Whether you need error-free documents, verified claims, or adherence to specific style guides, I deliver with accuracy and efficiency.
My service goes beyond basic editing—I enhance readability, consistency, and reliability, making your content stand out. Whether you need error-free documents, verified claims, or adherence to specific style guides, I deliver with accuracy and efficiency.
Service Type
Proofread & Edit, Critique, FormattingLanguage
EnglishContent Type
ArticleWhat's included
| Service Tiers |
Starter
$10
|
Standard
$20
|
Advanced
$40
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 3 | 5 | Unlimited |
Number of Words | 500 | 1000 | 2000 |
Grammar & Syntax Review | |||
Fact-Checking | |||
Content Rewriting | - | ||
Structural Edit | - | - | |
Print Layout | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$5 - $10
Additional Revision
+$5
Additional 100 Words
+$10
Content Rewriting
(+ 3 Days)
+$20
Structural Edit
(+ 1 Day)
+$10Frequently asked questions
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SA
S A.
May 24, 2026
Children instagram and tiktok
SA
S A.
May 24, 2026
TikTok
SA
S A.
May 24, 2026
Assignment
SA
Saud A.
May 23, 2026
editor and review paper
KG
Kate G.
May 7, 2026
Proofreading and Formatting of 7-Page Document
About Lingston
Expert Fact-Checker | Proofreader | Editor | Research-Driven Content
100%
Job Success
Nairobi, Kenya - 9:28 pm local time
I specialize in fact-checking, editing, proofreading, AI content evaluation, and training dataset creation with a focus on accuracy, clarity, and publication-ready quality. With experience across academic, web, SEO, and AI training projects, I help organizations improve content quality, data reliability, and language model performance.
What sets me apart:
âś” Deep expertise in fact-checking & source validation
âś” AI content evaluation and response assessment
âś” Training dataset creation and annotation support
âś” Advanced editing & proofreading for flow, tone, and readability
âś” Strong command of grammar, syntax, and editorial standards
âś” Experience collaborating with AI teams and data scientists
âś” Research-driven approach with strong analytical skills
âś” Consistent delivery of high-quality work under deadlines
Core Services:
âś” Fact-checking & accuracy verification
âś” AI content evaluation
âś” Training dataset creation
âś” Copy editing & proofreading
âś” Academic editing & formatting
âś” SEO content writing & optimization
âś” Content quality assurance
âś” Instructional content review
âś” Research & trend analysis
âś” Editorial standards enforcement
Tools: Google Docs | Research Databases | Content Management Systems | Digital Content Creation Tools
AI Tools: ChatGPT · Claude · Grammarly · Jasper AI · QuillBot · Hemingway Editor · Copy.ai · Perplexity AI
If the goal is accurate, credible, and professionally polished content, that’s exactly what gets delivered.
Whether you need publication-ready content, AI evaluation support, training datasets, SEO articles, or rigorous fact-checking, I combine editorial expertise with modern AI workflows to deliver reliable results.
✦ EDITING & PROOFREADING — I refine grammar, syntax, structure, readability, and consistency to ensure content communicates clearly and professionally.
✦ AI CONTENT EVALUATION — I assess AI-generated outputs for accuracy, relevance, coherence, instruction compliance, tone, and overall quality while providing actionable feedback.
✦ TRAINING DATASET CREATION — I support dataset development, annotation, labeling, and content review processes that help improve AI model performance and reliability.
✦ NLP & LANGUAGE PROJECTS — I contribute to language-focused initiatives through content analysis, data organization, feedback interpretation, and quality review aligned with NLP objectives.
✦ ACADEMIC WRITING & EDITING — From citations and references to research-backed arguments, I follow strict academic standards including APA, MLA, Chicago, and other style guides.
✦ SEO & WEB CONTENT — I create content that balances search visibility with reader engagement, ensuring value, readability, and performance.
✦ FACT-CHECKING & ACCURACY VERIFICATION — I verify claims, statistics, references, and sources to maintain credibility and trust.
✦ COLLABORATION & QUALITY ASSURANCE — I work effectively with content teams, researchers, and data scientists to maintain quality standards across projects.
Blog Content
I create structured, engaging blog content that captures attention while delivering meaningful information. Every piece is optimized for readability, audience engagement, and long-term value.
Business Writing
I deliver professional business content that prioritizes clarity, accuracy, and purpose. My writing supports effective communication and informed decision-making.
Article Writing
I produce well-researched articles supported by verified information, clear organization, and strong editorial quality.
Blog Writing
I develop audience-focused blog posts that combine practical insights, strong structure, and engaging storytelling.
English
I possess advanced written and verbal communication skills with a strong command of grammar, style, tone, and audience adaptation.
Research & Analysis
I conduct thorough research, evaluate sources, identify trends, and apply analytical thinking to strengthen content quality and decision-making.
AI Training & Evaluation
I support AI projects through content assessment, dataset preparation, instruction evaluation, feedback interpretation, and quality control processes.
Remote Collaboration
I excel in remote work environments, managing deadlines effectively while maintaining clear communication and consistent project delivery.
Additional Skills
• Editing
• AI Content Evaluation
• Training Dataset Creation
• NLP (Natural Language Processing)
• Collaboration with Data Scientists
• Analytical Skills
• Editorial Standards Enforcement
• Written Communication
• Verbal Communication
• Digital Content Creation Tools
• Feedback Interpretation
• Time Management
• Remote Work Proficiency
• Instructional Design
• Research on Writing Trends
• Fact-Checking
• Proofreading
• SEO Writing
• Academic Editing
• Content Quality Assurance
• Content Research
Steps for completing your project
After purchasing the project, send requirements so Lingston can start the project.
Delivery time starts when Lingston receives requirements from you.
Lingston works on your project following the steps below.
Revisions may occur after the delivery date.
Content Review & Understanding
I’ll carefully review your document to understand its purpose, audience, and any specific guidelines provided.
Proofreading & Grammar Check
I’ll correct grammar, spelling, punctuation, and sentence structure for clarity and readability.

