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QUICK AI DATA PARSER & TEXT CLEANUP
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Quick AI Data Parser & Text Cleanup

Published May 2026
   •    Updated this month

Plugin details

Smart AI data parser that transforms raw/messy text into clean, structured outputs using custom instructions. Instantly extract, sanitize, format, and convert data into any format ( JSON, CSV, code, emails, and more). Fast, reliable and clean results. No signup or external service required. Simply install the plugin and get fully set up within seconds.        

🔥 MAIN FEATURES:
⚡ Blazing-Fast Groq Inference – Powered by ultra-low latency LLaMA models for near-instant AI processing and responses
🧱 Strict Structured Outputs – Generate perfectly formatted JSON Objects, Arrays, CSVs, HTML Tables, SQL Inserts, Markdown, and more
🛡️ Advanced Output Enforcement – Hidden prompt engineering minimizes hallucinations and guarantees clean, deterministic outputs
🧹 Smart Data Extraction & Sanitization – Instantly extract emails, phone numbers, names, URLs, addresses, domains, and structured entities from messy text
💻 Developer-Focused Utilities – Parse code blocks, extract raw snippets, generate SQL statements, clean API payloads, and structure backend data effortlessly
🧠 AI Business Logic Engine – Generate SEO meta descriptions, executive summaries, translations, sentiment analysis, action items, and workflow-ready insights
🎯 Zero Conversational Filler – Purpose-built for automation with strict “No Chat” responses optimized for APIs and workflows
📊 Built-In Usage Metrics – Access token usage, remaining requests, completion stats, and API rate limits directly in responses
🔌 Bubble Workflow Ready – Easily plug outputs into backend workflows, repeating groups, APIs, databases, and dynamic app logic
🚀 No External Platform Required – No dashboards, subscriptions, or third-party setup headaches — install and launch in minutes

✨ PERFECT FOR:
• AI-powered SaaS apps
• Lead extraction & CRM automation
• Web scraping cleanup
• Form & survey parsing
• Backend workflow automation
• SEO tools & content pipelines
• AI chat output structuring
• Data migration & normalization
• Email & contact extraction
• API response formatting

⚙️ POWERFUL CAPABILITIES:
➡️ Convert unstructured text into strict JSON schemas
➡️ Extract clean arrays of emails, phones, links, or keywords
➡️ Generate SQL INSERT statements from raw data
➡️ Create HTML tables and CSV exports instantly
➡️ Parse AI outputs into deterministic formats
➡️ Generate summaries, insights, and classifications
➡️ Enforce exact formatting rules for reliable automations
➡️ Pass custom instructions for advanced business logic

Why Developers Need It:
✔️ Fast Groq-powered performance
✔️ Reliable API-ready outputs
✔️ Minimal hallucinations
✔️ Easy Bubble integration
✔️ Built for production workflows
✔️ Eliminates complex regex headaches
✔️ Reduces conditional logic complexity
✔️ No unnecessary AI chatter
✔️ Saves hours of manual data cleanup
✔️ Converts messy data into structured data instantly
✔️ Simplifies JSON, CSV, and text formatting workflows
✔️ Reduces backend parsing and sanitization effort

*Need a custom feature or plugin enhancement? Feel free to contact us anytime.*

Other Plugins

$15

One time  •  Or  $4/mo

stars   •   0 ratings
10 installs  
This plugin does not collect or track your personal data.

Platform

Web

Contributor details

Snipcode logo
Snipcode
Joined 2022   •   30 Plugins
View contributor profile

Instructions

1. Install the Plugin: Install the plugin, then open the Workflows tab.

2. Add snip_parser:
Create a workflow action and select Plugins → snip_parser.

3. Insert Your Inputs:
Add your raw text or dynamic data, then customize the instructions however you want to control the final output structure and formatting.

4. Use the Result:
Access the output using: Result of Step 1's Response

5. Done:
Connect the response anywhere in your app using states, inputs, databases, or workflows.

Built-In Formatting Options (Choose from plugin dropdown)
1. Auto-Detect
FORMATTING: Output the data clearly based on the user's instructions.


2. [Structure] Strict JSON Object
CRITICAL FORMATTING: Return ONLY a single valid JSON object. Keys must be double-quoted. Do not wrap the output in markdown (e.g., ```json) and do not include any conversational text.


3. [Structure] Strict JSON Array
CRITICAL FORMATTING: Return ONLY a valid JSON array containing objects. Keys must be double-quoted. Do not wrap in markdown and do not include conversational text.


4. [Structure] Clean CSV
CRITICAL FORMATTING: Return ONLY a valid CSV string. Include headers on the first row. Ensure rows are separated by clean line breaks. Do not wrap in markdown (e.g., ```csv).


5. [Structure] Key-Value Pairs
CRITICAL FORMATTING: Return the data strictly as line-by-line key-value pairs separated by a colon (e.g., 'Key: Value'). Do not use brackets, quotes, or markdown.


6. [Structure] HTML Table
CRITICAL FORMATTING: Return ONLY pure HTML <table> markup representing the data. Include <thead>, <tbody>, <tr>, <th>, and <td> tags. Do not include <html> or <body> wrappers, and do not use markdown.


7. [Sanitize] Comma-Separated String
CRITICAL FORMATTING: Return the requested data as a single, clean, comma-separated text string. Remove all special characters, line breaks, brackets, and conversational filler.


8. [Sanitize] Bulleted List
CRITICAL FORMATTING: Return the data strictly as a markdown bulleted list using the * character. Do not include introductory or concluding sentences.


9. [Sanitize] Clean Email Array
CRITICAL FORMATTING: Extract all valid email addresses and return ONLY a JSON array of strings formatted in all lowercase. If none exist, return [ ].


10. [Sanitize] E.164 Phone List
CRITICAL FORMATTING: Extract all phone numbers and return them strictly in E.164 format (e.g., +15551234567) separated by commas. Strip all extensions and non-numeric characters except the leading plus.


11. [Sanitize] Clean Address String
CRITICAL FORMATTING: Format the physical address onto a single line. Use Proper Case. Remove emojis, extra whitespace, and unnecessary symbols. Return ONLY the address text.


12. [Sanitize] Proper Name Formatting
CRITICAL FORMATTING: Extract names and format them in strict Proper Case (e.g., John Smith). Remove titles (Mr., Dr.) and honorifics. Return as a comma-separated string.


13. [Dev] Markdown with Math
CRITICAL FORMATTING: Return the data strictly in Markdown. Ensure any math formulas or equations are wrapped in double dollar signs ($$) for block rendering or single dollar signs ($) for inline KaTeX/LaTeX rendering.


14. [Dev] URL & Link Extraction
CRITICAL FORMATTING: Extract all URLs, domain names, and hyperlinks from the text. Return ONLY a JSON array of complete strings (including https://).


15. [Dev] Regex-Style Match
CRITICAL FORMATTING: Isolate the exact specific alphanumeric strings requested by the user. Return them as a flat, comma-separated list. Strip all surrounding context or formatting.


16. [Dev] Code Snippet Extraction
CRITICAL FORMATTING: Extract only the raw code from the text. Do not include the surrounding explanations. Wrap the output in standard Markdown backticks indicating the language.


17. [Dev] SQL Insert Statement
CRITICAL FORMATTING: Transform the data into a valid SQL INSERT INTO statement. Use generic table and column names if not specified. Output ONLY the raw SQL string without markdown wrappers.


18. [Logic] SEO Meta Description
CRITICAL FORMATTING: Summarize the text into a highly clickable SEO meta description. It must be strictly under 160 characters. Return ONLY the text.


19. [Logic] Action Items
CRITICAL FORMATTING: Extract tasks and return them strictly as a markdown checklist using the format '- [ ] Task name'.


20. [Logic] Executive Summary
CRITICAL FORMATTING: Distill the information into exactly three concise sentences. Focus only on the core outcome, risk, and next step. Return ONLY the text.


21. [Logic] Single-Word Sentiment
CRITICAL FORMATTING: Analyze the emotional tone of the text. Return EXACTLY ONE WORD: 'Positive', 'Neutral', or 'Negative'. Do not add any punctuation or explanation.


22. [Logic] Language Translation
CRITICAL FORMATTING: Translate the text into the requested language. Return ONLY the translated text. Maintain the original spacing, but do not include translator notes or conversational filler.

Types

This plugin can be found under the following types:
Action

Categories

This plugin can be found under the following categories:
Data (things)   •   Web Scraping   •   AI   •   Analytics   •   Productivity

Resources

Support contact
Tutorial

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