Side by side
Goodlookup vs Numerous
Compare what each tool does, what it costs, and how it fits your workflow.
Designed for
Smart, intuitive spreadsheet matching with AI precision.
AI-powered plugin to automate spreadsheet tasks
Primary task
Spreadsheets
Spreadsheets
Pricing
Paid · from $15/yr
Free Trial · Trial; then from $8/mo
Pricing details
from $15/yr
Free + from $8/mo
Billing cycle
Yearly
Monthly
API access
Not documented
Not documented
Platforms
Web
Web
Integrations
Google Sheets
Google Sheets, Excel, Make
Source rating
No rating recorded
3.0 / 5 · 2 ratings
Catalog views
2.6k
6.8k
Estimated monthly traffic
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Catalog imported
29 Aug 2026
30 Aug 2026
Listed strengths
- Designed for spreadsheet users
- Combines GPT-3 and fuzzy matching
- Speeds up topic clustering
- Cost-effective yearly subscription
- Matches similarities beyond strings
- Shortens spreadsheet tasks
- Plugin for Google Sheets
- Extracts and categorizes text
- Generates spreadsheet functions
- Direct use of ChatGPT
Listed limitations
- Only for Google Sheets
- Subscription-based model
- No multiple platform support
- Limited cultural understanding
- Dependent on GPT-3 accuracy
- Only works on desktop
- Requires Google Sheets plugin
- Limited functionality in free trial
- Paid plans may be expensive
- Might have high-risk transactions