Upload Two Spreadsheets. Find Duplicates. Done.

DataReconIQ matches and deduplicates messy data using AI — no formulas, no code, no enterprise contract.

Still doing VLOOKUP between two CSVs? Spending hours manually matching customer lists? DataReconIQ finds fuzzy matches in seconds — names, addresses, emails, phone numbers — even when the data is messy.

How It Works

1. Upload two CSV or Excel files
2. AI maps columns and finds matches across 4 stages: exact, fuzzy, phonetic, and semantic
3. Review matches in a grid with confidence scores, resolve conflicts, export clean data

4-Stage Matching Engine

• Exact Match — Identical values found instantly
• Fuzzy Match — Jaro-Winkler and Levenshtein similarity scoring
• Phonetic Match — Soundex and metaphone for names that sound alike
• AI Semantic Match — OpenAI embeddings for meaning-based matching

Use Cases

• Merge two customer lists after an acquisition
• Deduplicate CRM export before import
• Match donor records across databases
• Reconcile vendor and supplier lists
• Clean up event attendee data

Pricing

Free: 3 jobs, 5K rows. Pro: $29/mo, 50 jobs, 100K rows. API: $99/mo, 1,000 API calls. Need more? $2/extra job.

Build Matching Into Your Pipeline

REST API for developers. POST records, get matched pairs with confidence scores. Python and JavaScript examples.

Your Data Is Safe

Files processed and deleted. No training on your data. Encryption in transit and at rest.

Your first matches are free. No credit card required.