Advanced On-Page Content Optimization Using NLP and TF-IDF Analysis
Leverages natural language processing analysis to optimize existing content and outperform competitors in Google rankings.
Apply advanced NLP techniques and TF-IDF analysis to identify semantic gaps in content and optimize pages to compete with Google's top 10 results.
At a glance
Access
Free prompt
Open to copy — no account or payment needed.
Prompt objective
Apply advanced NLP techniques and TF-IDF analysis to identify semantic gaps in content and optimize pages to compete with Google's top 10 results.
Real use case
ImovelCerto, a real estate portal in Curitiba, has an article about 'imobiliary financing' ranking at position 11 on Google for 6 months. Surfer SEO analysis shows the article covers only 45% of the terms used by the top 3 results.
Customize these fields first
Replace the placeholders with your own context before you run the prompt. That usually improves the first output more than adding more instructions later.
Prompt
Perform advanced on-page content optimization using NLP and TF-IDF analysis for the page at [PAGE URL] targeting the keyword '[PRIMARY KEYWORD]'. **Phase 1 — Competitive Content Analysis (Surfer SEO):** - Analyze the top 10 Google results in Brazil for '[PRIMARY KEYWORD]' - Identify: average word count, number of headings, images, and paragraphs - List NLP terms (entities and concepts) present in the top 3 that are MISSING from my content - Calculate current estimated content score vs. top 10 average **Phase 2 — Term and Entity Gaps:** - List 30+ semantically relevant high-value terms (TF-IDF) that should be included - For each term: indicate suggested frequency, section for insertion, and natural usage context - Identify Knowledge Graph entities that should be mentioned - Suggest People Also Ask questions to answer within the content **Phase 3 — Optimized Rewrite:** - Rewrite each article section incorporating the missing terms - Maintain [FORMAL/INFORMAL/TECHNICAL] tone and natural language - Add new sections to cover unaddressed subtopics - Optimize: introduction (hook + keyword in first 100 words), conclusion (summary + CTA), image ALT text **Phase 4 — Implementation Checklist:** - [ ] Primary keyword in H1, first paragraph, and last paragraph - [ ] 2-3 keyword variations in H2 headings - [ ] LSI keywords distributed naturally throughout - [ ] FAQ schema markup for answered questions - [ ] Internal links to [NUMBER] related pages - [ ] Target content score: >[NUMBER] on Surfer SEO Deliver the complete rewritten content with markup indicating all changes made.
Open directly in an AI — the text is pre-filled:
How to use this prompt
- 1Replace the key placeholders first: PAGE URL, PRIMARY KEYWORD, FORMAL/INFORMAL/TECHNICAL, NUMBER.
- 2Replace any bracketed placeholders like [this] with your own context.
- 3Add extra background information when you want more tailored results.
- 4Combine multiple prompts in one conversation when you need a richer output.
- 5Save your best-performing prompts so they are easy to reuse later.
Next best step
Open the guide first, then branch only if you still need more.
A practical guide for marketers who want campaigns, prompts, and automations that shorten execution time.
If this prompt is close but not quite right, generate variants next. If the job is recurring, move into the course library after the guide.
Related prompts
View allFull Title Tags and Meta Descriptions Audit with Surfer SEO
Analyzes and rewrites title tags and meta descriptions for all priority pages to increase organic CTR.
Best for
Optimize the title tags and meta descriptions for the most important site pages to improve click-through rates in search results and gain positions in Google.
Heading Hierarchy Restructure (H1-H6) for Semantic SEO
Reorganizes the heading structure of key pages to improve Google's understanding and earn featured snippets.
Best for
Fix the site's heading structure so Google better understands the content hierarchy, improving rankings for semantic and long-tail searches.
Internal Linking Strategy with Thematic Authority Map
Creates a strategic internal link map connecting pillar pages to clusters to distribute authority.
Best for
Develop an internal link architecture that intelligently distributes link equity, strengthening the most important pages and creating clear thematic silos for Google.
Content Pruning and Cannibalized Page Consolidation Plan
Identifies and resolves keyword cannibalization through strategic pruning, merging, and redirects.
Best for
Eliminate keyword cannibalization and low-quality content that is damaging the site's overall search performance.
Explore other prompt categories
Move sideways into adjacent libraries when the current category is not the full answer.
Every prompt here is free. The course teaches the thinking behind them.
Copy as many prompts as you like. When you want to move from single prompts to a repeatable AI workflow, Learn AI in 30 Days walks through it, one day at a time.
Buy the course once ($15/$20 by length), or go all-access for $10/mo with a verifiable certificate.