Claude Token & SEO Context Window Optimizer

Original Tokens Claude Opus 4.7

218 raw tokens

Optimized Tokens Lightweight Payload

124 -94 saved

Context Efficiency 43.1% Saved

43.1%

Projected API Savings 10k Scale

$14.10 / 10,000 runs

Prompt & Context Input

Paste System Prompt, Data CSV, or Markdown Table 1,034 chars

Click or Drop .CSV, .MD, or .TXT file to analyze

One-Click Context Compression Rules Instant Client-side Rule Engine

Prune Verbose Preamble Removes "Please step by step...", "I need you to...", "explain reasoning..."

Convert CSV to TSV Format Replaces bloated CSV comma quotes with lightweight compact tab alignment

Strip Markdown & Spaces Trims repeated newlines, trailing padding, and redundant table borders

Deduplicate Instructions Merges duplicate system instruction lines and redundant column headers

Context Window Pressure (200k Token Limit) 0.11% Used

Token Distribution & Diff Preview

Context Leak & Spend Distribution 218 Tokens Raw

Instructions (61 tok)

Data Payload (92 tok)

Padding & Formatting (65 tok)

Original Raw Prompt 218 tok

Optimized Compressed Prompt 124 tok

Claude Token & SEO Context Window Optimizer Completed State

Verified client-side token compression payload ready for Claude Opus 4.7 / Sonnet / Haiku API execution.

Model Target Claude Opus 4.7

Token Savings 94 Saved (43.1%)

10k Cost Delta $32.70 → $18.60