Guac vs GeologicAI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Guac | GeologicAI |
|---|---|---|
| Target Industry | Fresh grocery retail | Critical minerals mining |
| Core Function | AI demand forecasting & replenishment | Multi-sensor core scanning + AI logging |
| Key Integration | None listed | RMSP, Drill Hole Optimizer, Edge Copper |
| Unique Feature | 240+ data variables (weather, events, sports, etc.) | LIBS detection of REEs (via Lumo Analytics acquisition) |
| Pricing | Contact sales | Contact sales |
Multi-sensor drill core scanning (RGB, XRF, hyperspectral, LiDAR, LIBS) plus AI-assisted logging and resource modeling for hard-rock miners.
Visit WebsiteWhat real users say: Guac 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.
Guac
89 mentions across 6 sources · 27% positive — critical (averaged across 6 sources)
Hacker News, YouTube, Product Hunt, App Store, GitHub, Lemmy
What users praise
- • Targets a clear niche: fresh grocery forecasting, not generic retail
- • Uses 240+ local data variables for accuracy
- • Reports 38% food waste reduction and 3% sales lift
- • Provides store-level daily forecasts for every SKU
What frustrates them
- • Almost no direct user feedback exists to validate claims
- • Speculative benefits not independently verified
- • Pricing opaque, requiring sales contact
- • Brand confusion with a poorly reviewed budgeting app
Researched Aug 16, 2026
GeologicAI
No verifiable community signal. We scanned public discussion on Oct 14, 2026 and found posts matching the name “GeologicAI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.
Who should pick which
- Critical minerals mining company with multi-sensor scanning needPick: GeologicAI
GeologicAI offers integrated RGB, XRF, hyperspectral, LiDAR, and LIBS detection of REEs, with AI logging 4x faster than manual – ideal for accelerating large-scale projects.
- Mid-to-large grocery chain reducing fresh wastePick: Guac
Guac's per-SKU-per-store forecasting with 240+ variables (weather, events) provides granular demand plans for produce, meat, bakery, and deli, cutting waste and improving availability.
- Geologist needing consistent core logging with fewer errorsPick: GeologicAI
The Digital Core Table and AI-powered logging reduce manual errors and deliver consistent logging, backed by domain expertise and RMSP integration.
- Grocery store ordering team needing daily fulfillment guidancePick: Guac
Guac provides store-level order recommendations and production planning, helping teams prep the right amount each day for fresh departments.
Frequently Asked Questions
Does GeologicAI detect rare-earth elements?
Yes, via LIBS from the Lumo Analytics acquisition, it can detect REEs and light elements, completing its sensor suite.
What departments does Guac support?
Meat, seafood, bakery, produce, deli, and center store – all fresh grocery departments.
How fast is GeologicAI core scanning?
Sub-48-hour turnaround, 4x faster than manual core logging, accelerating projects by over 400%.
Does Guac integrate with ERPs or POS?
Guac does not list integrations; users should contact sales for compatibility.
Can GeologicAI be used for small exploration teams?
Not recommended – it’s designed for large-scale mining operations and may have high costs.
What data variables does Guac use?
Over 240 variables including weather, local events, promotions, school terms, sports schedules, and social media trends.
Is there a free trial for either tool?
No – both require contacting sales for pricing and demos.
Has GeologicAI recently raised funding?
Yes, it raised $44M Series B and received funding from EDC in 2026, plus acquired Lumo Analytics and Resource Modeling Solutions.
More Guac or GeologicAI comparisons
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Last reviewed: July 3, 2026