Brooked vs GeologicAI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Brooked | GeologicAI |
|---|---|---|
| Pricing | Freemium (Free tier includes all connectors; paid plans from $20/mo) | Contact for pricing (enterprise) |
| Primary Function | AI finance analyst inside Google Sheets | AI-driven multi-sensor core scanning for mining |
| Integration Depth | 14+ connectors: Snowflake, QuickBooks, NetSuite, Google Analytics | Mining-specific: RMSP, Drill Hole Optimizer, Edge Copper |
| AI Capabilities | AI Agent for natural language queries, SQL generation, Python sandbox | AI core logging, resource modeling, sensor fusion |
| Target User | Finance, ops, analytics teams using Google Sheets | Large mining companies, geologists |
| Recent News | No recent news | Acquired Lumo Analytics for LIBS sensor; raised $44M Series B |
GeologicAI and Brooked serve entirely different domains. GeologicAI is a specialized, high-cost mining scanner for critical minerals, with recent LIBS acquisition and $44M funding. Brooked is a budget-friendly Google Sheets add-on for finance teams. Choose based on your industry: mining or spreadsheet finance.
What real users say: Brooked vs GeologicAI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Brooked
6 mentions across 2 sources · 25% positive — critical
Hacker News, Lemmy
What users praise
- • Free tier includes all 14+ connectors, including Snowflake and Sage Intacct.
- • Two-way write-back to databases and ERP systems like NetSuite.
- • AI agent auto-generates SQL from plain English queries.
- • Sandboxed Python environment with pandas and numpy.
What frustrates them
- • Virtually no real user reviews or community feedback.
- • Only posts are from founders promoting the tool.
- • Frontend built entirely by prompting raises quality concerns.
- • Lemmy results are entirely off-topic, not about the tool.
Researched Jul 2, 2026
GeologicAI
29 mentions across 2 sources · 55% positive — mixed
Hacker News, YouTube
What users praise
- • Integrated multi-sensor scanning (RGB, XRF, hyperspectral, LiDAR) in one platform.
- • LIBS via Lumo Analytics enables detection of rare-earth elements and light elements.
- • AI-assisted logging on Digital Core Table improves consistency and reduces errors.
- • Sub-48-hour turnaround time and 4x faster logging than manual methods.
What frustrates them
- • Virtually no direct user reviews or community discussion to validate claims.
- • High investment cost and advanced skill level needed to get full value.
- • Requires in-house geological expertise; not suitable for small or junior teams.
- • Proprietary ecosystem may create lock-in and limit integration with other tools.
Researched Aug 21, 2026
Who should pick which
- Large-scale mining companyPick: GeologicAI
GeologicAI provides end-to-end scanning, AI logging, and resource modeling critical for accelerating mining projects by 400%.
- Finance team at a mid-size companyPick: Brooked
Brooked's free tier with all connectors and plain English queries fits tight budgets and eliminates manual exports.
- Geologist needing rapid core analysisPick: GeologicAI
Multi-sensor suite with sub-48-hour turnaround and AI logging for consistent, error-free data.
- Revenue ops analyst querying SnowflakePick: Brooked
Brooked's AI Agent generates SQL automatically, no coding needed, with two-way sync to spreadsheets.
Frequently Asked Questions
Brooked vs GeologicAI: which should you choose?
GeologicAI and Brooked serve entirely different domains. GeologicAI is a specialized, high-cost mining scanner for critical minerals, with recent LIBS acquisition and $44M funding. Brooked is a budget-friendly Google Sheets add-on for finance teams. Choose based on your industry: mining or spreadsheet finance.
Can GeologicAI detect light elements like lithium?
Yes, via the recently acquired Lumo Analytics LIBS technology, which detects rare-earth and light elements.
Does Brooked have a free tier?
Yes, the free tier includes all 14 connectors and AI features, limited to 100 imports/month and slower refresh.
How fast is GeologicAI's turnaround?
GeologicAI offers sub-48-hour turnaround from scanning to AI logging, 4x faster than manual methods.
Which AI models does Brooked support?
Brooked supports multiple models: GLM, Claude, GPT, Gemini, switchable within prompts.
Can Brooked write back to databases?
Yes, Brooked supports two-way sync: edits in Sheets can be written back to connected databases/ERPs.
What integrations does GeologicAI have?
Integrations include RMSP, Drill Hole Optimizer, and Edge Copper for mine planning and modeling.
Is Brooked suitable for non-technical users?
Yes, the plain English AI Agent allows queries without SQL or Python knowledge.
How much does GeologicAI cost?
Pricing is not public; contact sales for a quote, likely enterprise-level given the hardware and domain expertise.
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Last reviewed: July 2, 2026