Excel Whisper vs GeologicAI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Excel Whisper | GeologicAI |
|---|---|---|
| Pricing | Free (10 credits/mo, 10 fields/file); Standard $19/mo (300 credits, 20 fields); Pro $49/mo (1000 credits, 50 fields) | Contact sales |
| Target Audience | Financial analysts, data scientists, business professionals needing privacy-first Excel analysis | Critical minerals mining companies, geologists, large-scale mining operations |
| Core Technology | Natural language processing for Excel/CSV data manipulation, runs entirely in-browser | Multi-sensor core scanning (RGB, XRF, hyperspectral, LiDAR, LIBS) + AI logging |
| Key Feature | Privacy-first: local processing, no data upload, natural language queries, auto cleaning | End-to-end workflow: scanning to modeling, sub-48-hour turnaround, 4x faster logging |
| Integrations | None (standalone tool, no API or third-party integrations) | RMSP, Drill Hole Optimizer, Edge Copper |
| Latest News Impact | No recent news | Acquired Lumo Analytics (LIBS) and Resource Modeling Solutions, raised $44M, partnered with Edge Copper |
If you're a mining company needing rapid, integrated core analysis with sub-48-hour turnaround and AI-driven modeling, GeologicAI is the clear choice despite its enterprise pricing. For individual analysts or small teams who handle sensitive spreadsheets and want a privacy-first, no-cost-to-low-cost tool for cleaning, charting, and querying Excel data, Excel Whisper is ideal. They serve completely different domains — pick based on your core need: geological scale or spreadsheet intelligence.
Privacy-first AI assistant that analyzes Excel and CSV files entirely in your browser — no data upload.
Visit Website
What real users say: Excel Whisper 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.
Excel Whisper
35 mentions across 2 sources · 0% positive — critical
YouTube, Lemmy
What users praise
- • Privacy-first: data stays in the browser, only headers go to AI.
- • No login required for the free tier, lowering adoption friction.
- • Supports natural language queries, cleaning, charts, and pivot tables.
- • Multi-file analysis up to 10 files aids complex workflows.
What frustrates them
- • No verified community feedback—trust is unearned.
- • Name collision with a sanitary pad brand hurts search visibility.
- • Limited support documentation or user guides found.
- • Pro plans may be pricey for the field limits and credits.
Researched Aug 19, 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
- Critical minerals mining company with large-scale drilling programPick: GeologicAI
GeologicAI's end-to-end workflow (scanning, AI logging, resource modeling) and sub-48-hour turnaround directly accelerate project timelines by over 400%, essential for meeting production deadlines.
- Financial analyst handling sensitive quarterly reportsPick: Excel Whisper
Excel Whisper processes all data locally, ensuring no data leaks, while automating cleaning, charting, and formula generation via natural language — perfect for strict data governance.
- Independent geologist with small budgetPick: Excel Whisper
For basic spreadsheet tasks (e.g., logging data cleanup), Excel Whisper's free tier is cost-effective. GeologicAI is too expensive and heavy for small-scale exploration.
- Data scientist needing quick spreadsheet cleanup en route to Python/RPick: Excel Whisper
Excel Whisper's smart cleaning and natural language queries provide a rapid first pass on CSV data without leaving the browser, then you can export to Python/R.
- Mine planning team seeking integrated modelingPick: GeologicAI
GeologicAI's RMSP module and Drill Hole Optimizer turn scanned core data directly into resource models, eliminating manual steps and enabling faster, more consistent planning.
Frequently Asked Questions
Excel Whisper vs GeologicAI: which should you choose?
If you're a mining company needing rapid, integrated core analysis with sub-48-hour turnaround and AI-driven modeling, GeologicAI is the clear choice despite its enterprise pricing. For individual analysts or small teams who handle sensitive spreadsheets and want a privacy-first, no-cost-to-low-cost tool for cleaning, charting, and querying Excel data, Excel Whisper is ideal. They serve completely different domains — pick based on your core need: geological scale or spreadsheet intelligence.
Does GeologicAI require special hardware?
Yes, GeologicAI uses proprietary multi-sensor core scanning hardware (RGB, XRF, hyperspectral, LiDAR, LIBS) to capture high-fidelity data. The platform is offered as a service; clients typically send cores to GeologicAI facilities or deploy scanners on-site.
Can Excel Whisper handle Excel macros or VBA?
No. Excel Whisper works with Excel and CSV files, processing data via natural language commands. It does not support macros, VBA, or any scripting. Its scope is data querying, cleaning, charting, pivot tables, and formula generation.
What types of samples can GeologicAI scan?
GeologicAI scans drill core, rock chips, and other geological samples using its multi-sensor suite. Recent acquisition of Lumo Analytics added LIBS capability, enabling detection of rare-earth elements and light elements like lithium and beryllium.
Is Excel Whisper truly private? How?
Yes, all processing happens locally in your browser using WebAssembly. Only column headers are sent to the server for language model inference (optional, if you enable cloud AI); in Pro mode, even headers stay local. No spreadsheet data ever leaves your device.
Does GeologicAI offer a free trial?
GeologicAI does not have a self-serve free trial; pricing is contact-based. However, they may offer demos or pilot projects for prospective clients. The $44M Series B funding suggests they are scaling client engagements.
Can Excel Whisper combine multiple files?
Yes, you can upload up to 5 files (free) or 10 files (Pro) in a single analysis session. It treats them as a combined dataset for querying, cleaning, and visualization.
Which tool is better for a solo founder with no budget?
Excel Whisper's free tier is ideal for solo founders handling spreadsheets: no cost, privacy-first, and automates common tasks. GeologicAI is enterprise-only and unsuitable for individuals or early-stage startups.
Does GeologicAI integrate with existing mining software?
Yes, GeologicAI integrates with RMSP (resource modeling software) and has strategic partnerships including Edge Copper. It also supports drill hole optimization through its Drill Hole Optimizer module.
More Excel Whisper or GeologicAI comparisons
If you're a mining company racing to locate critical minerals, GeologicAI's integrated hardware-plus-AI pipeline is unmatched — especially with its new LIBS sensor for REE detection. If you need auton
GeologicAI is a specialized industrial platform for mining, offering unique multi-sensor scanning and AI logging that dramatically accelerates core analysis. Third-Eye serves a different purpose (OSIN
These tools are not direct competitors. Choose GeologicAI if you are a mining operation needing fast, accurate core analysis with integrated sensor data; choose PhantomCrowd-Simulacra if you need to s
Choose GeologicAI if you are a critical minerals mining company needing rapid, integrated core scanning and AI logging for large-scale projects; its recent acquisition of Lumo Analytics and $44M fundi
GeologicAI and Context.dev serve entirely different domains. GeologicAI is purpose-built for critical minerals mining with multi-sensor core scanning and AI logging, now enhanced via the Lumo Analytic
GeologicAI and Diaform serve completely different domains—mining and user research—so a direct choice depends on your field. GeologicAI is a must for critical minerals companies needing rapid, high-qu
Explore each tool further
Browse these categories
One email a week — new tools, honest comparisons, no spam.
Last reviewed: July 3, 2026