Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
✕
Goodlookup
✓ verifiedPaid
Paid Google Sheets add-on that does semantic, GPT-style fuzzy matching to speed up topic clustering and record linking.
2.6K saves
✕
Numerous AI
✓ verifiedPaid
Spreadsheet add-on that brings ChatGPT into Google Sheets and Excel via a simple =AI function, no API keys.
264K visits/mo6.6K saves
✕
GPT for Work
✓ verifiedPaid
AI agent for Excel and Google Sheets that writes formulas and cleans/enriches data row-by-row at scale; pay-as-you-go credits.
259K visits/mo
Pricing
Yearly Subscription: $15/yr
No public pricing
Pay-as-you-go: from $29 (credit pack, valid 12+ months)
Free trial available
Core features
- ✦Semantic fuzzy matching in spreadsheets
- ✦VLOOKUP / INDEX-MATCH-style usage
- ✦Match scores by vector proximity
- ✦Handles synonyms and cultural similarity
- ✦Google Workspace Marketplace add-on
- ✦=AI function inside Sheets and Excel
- ✦No API keys required
- ✦Bulk summarize, classify and clean text
- ✦Content and idea generation
- ✦Result caching to cut costs
- ✦Team plans and collaboration
- ✦Formula writing and error fixing
- ✦Cell formatting and pivot/chart building
- ✦Row-by-row bulk processing
- ✦Data cleaning and deduplication
- ✦Content generation and translation
- ✦Company/product enrichment and scoring
Use cases
- →Topic clustering in Google Sheets
- →Linking records without uniform naming
- →Fuzzy joining text datasets
- →Data-ops text matching
- →Bulk-generating marketing content
- →Categorizing and cleaning data
- →Summarizing large text sets
- →Prototyping AI prompts in spreadsheets
- →Automating spreadsheet formulas
- →Enriching and cleaning large datasets
- →Translating and categorizing rows
- →Building analyses and dashboards
Visit