Attention Insight vs Mineral (Alphabet X)
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Attention Insight | Mineral (Alphabet X) |
|---|---|---|
| Product Type | AI-powered design analytics tool | Acquired AI tech (not standalone product) |
| Pricing | Freemium (free credits + paid plans) | Contact (via Driscoll's/John Deere) |
| Key Feature | Attention heatmaps & design scores | Per-plant crop intelligence (rover + AI) |
| Best For | UX designers, marketers, agencies | Large berry/specialty crop producers |
| Integration | Figma, Adobe, Chrome, Sketch | Driscoll's/John Deere ecosystems |
| Latest News | Ongoing interviews & case studies (2026) | Acquired by Driscoll's & John Deere (2024) |
If you're a UX designer or marketer needing instant visual validation, Attention Insight is ready to use with a freemium model and proven accuracy. Mineral is no longer a standalone product—its technology now lives inside Driscoll's and John Deere, so it's only relevant if you partner with those companies. For most buyers, Attention Insight is the practical choice.

AI attention heatmaps & design analytics for instant visual validation
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Alphabet X's per-plant AI crop intelligence, now embedded in Driscoll's and John Deere after 2024 acquisition
Visit WebsiteWhat real users say: Attention Insight vs Mineral (Alphabet X)
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.
Attention Insight
36 mentions across 3 sources · 65% positive
Product Hunt, Bluesky, Lemmy
What users praise
- • Saves time and money compared to traditional eye-tracking studies.
- • Super easy to use with an intuitive UI.
- • Provides objective heatmaps for CTA visibility and banner design.
- • Supports rapid iteration before creating web versions.
What frustrates them
- • No long-term community feedback beyond Product Hunt launch.
- • Accuracy claimed at 96% but no independent validation found.
- • Cannot replace real usability testing with users.
- • Video testing on Pro limited to 1 second per credit.
Researched Jul 25, 2026
Mineral (Alphabet X)
21 mentions across 1 sources · 50% positive — mixed
YouTube
What users praise
- • Solar-powered rover enables continuous field data collection.
- • Per-plant imaging captures high-resolution growth data over seasons.
- • AI detects pests, weeds, and diseases per plant.
- • Automated yield forecasting from imagery and environmental data.
What frustrates them
- • No longer available as a standalone product.
- • No community support or user forums.
- • Lack of independent reviews or feedback.
- • Pricing undisclosed; likely requires large partnerships.
Researched Jul 17, 2026
Feature-by-feature
Mineral was a moonshot agtech solution combining a solar-powered rover with controlled illumination and multi-angle cameras to capture per-plant data across the growing season. Its AI could detect pests, weeds, diseases, monitor growth, forecast yields, and even inspect fruit quality. The system integrated satellite, weather, and soil data to model plant-environment interactions. However, as of 2024, it's no longer a direct product—its capabilities are embedded within Driscoll's and John Deere. Attention Insight, in contrast, is a standalone design analytics tool that predicts visual attention using AI trained on millions of eye-tracking fixations. It offers heatmaps, Clarity Score, Focus Score, contrast maps, and improvement recommendations. It supports video attention testing (1s per credit on Pro, 30 min on Hero) and integrates with Figma, Adobe tools, Chrome, and Sketch. While Mineral focuses on physical crop inspection, Attention Insight targets digital design validation—completely different domains. For agtech needs, consider Arable or Taranis as alternatives.
Pricing compared
Mineral is no longer sold as a standalone product; its pricing is now tied to Driscoll's and John Deere partnerships (contact required). Attention Insight offers a freemium model: free credits for basic use, with paid plans for higher volume. The Pro plan supports 1-second video testing per credit, while Hero extends to 30-minute video testing. This makes Attention Insight accessible for individual designers and agencies, whereas Mineral requires large-scale agricultural partnerships. If you need per-plant crop intelligence, you must work with Driscoll's or John Deere; there's no direct purchase option. Attention Insight gives you immediate access with transparent, scalable pricing.
Who should pick which
- UX designer validating wireframesPick: Attention Insight
Attention Insight provides instant heatmaps and clarity scores to iterate on visual hierarchy without user testing.
- Large berry producer in Driscoll's supply chainPick: Mineral (Alphabet X)
Mineral's per-plant AI for yield forecasting and quality inspection is now embedded in Driscoll's operations.
- Marketing team optimizing ad creativesPick: Attention Insight
Attention Insight's side-by-side variation comparison and attention percentage metrics help optimize for conversions.
- John Deere partner in precision agPick: Mineral (Alphabet X)
Mineral's technology integrates into John Deere equipment for real-time crop monitoring and phenotyping.
- A/B testing landing pagesPick: Attention Insight
Use attention heatmaps and contrast maps to evaluate element visibility before launching A/B tests.
Frequently Asked Questions
Can I buy Mineral directly?
No, Mineral is not available as a standalone product. Its technology was acquired by Driscoll's and John Deere in 2024.
Does Attention Insight replace user testing?
No, it predicts attention based on AI models, not real user behavior. It's best for quick iterations before usability testing.
What file formats does Attention Insight support?
It supports images from Figma, Adobe Express, InDesign, Photoshop, Sketch, and a Chrome extension for live pages.
Is Mineral suitable for small farms?
No, it requires partnerships with Driscoll's or John Deere, making it only accessible to large operations in those networks.
Does Attention Insight have an API?
Yes, it offers API access for custom integrations, as listed in its features.
What crops does Mineral cover?
Its models focus on berries, strawberries, and bok choy, based on its original development.
Is there a free trial for Attention Insight?
Yes, it offers a freemium model with free credits to test basic features.
Can I use Mineral for real-time field management?
No, it required a physical rover for imaging; real-time management would need that hardware.
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Last reviewed: July 30, 2026