Data as of Oct 18, 2026Based on 276 AI responses
Reviewed by Dimitry Apollonsky
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | cannabis manufacturing inventory, wholesale distribution, and operational ERP needs | cannabis manufacturing inventory, wholesale distribution, and operational ERP needs | 69% |
| 2 | cultivation tracking, mobile tools, and multi-state cannabis operators | cultivation tracking, mobile tools, and multi-state cannabis operators | 68% |
| 3 | established government-mandated state tracking systems and audit-ready seed-to-sale workflows | established government-mandated state tracking systems and audit-ready seed-to-sale workflows | 65% |
| 4 | state-level regulatory reporting and track-and-trace system integrations | state-level regulatory reporting and track-and-trace system integrations | 54% |
| 5 | vertically integrated multi-state operators and deep manufacturing compliance | vertically integrated multi-state operators and deep manufacturing compliance | 27% |
| 6 | plug-and-play inventory and compliance reporting for small-to-medium cultivators | plug-and-play inventory and compliance reporting for small-to-medium cultivators | 17% |
| 7 | cannabis manufacturing ERP combined with rapid inventory compliance | cannabis manufacturing ERP combined with rapid inventory compliance | 13% |
| 8 | dispensary point-of-sale operations with built-in state compliance reporting | dispensary point-of-sale operations with built-in state compliance reporting | 13% |
| 9 | large corporate multi-state operators requiring enterprise financial infrastructure | large corporate multi-state operators requiring enterprise financial infrastructure | 13% |
| 10 | commercial cultivation with technical medical-grade or export requirements | commercial cultivation with technical medical-grade or export requirements | 13% |
| 11 | 9% | ||
| 12 | 9% | ||
| 13 | 8% | ||
| 14 | 8% | ||
| 15 | 8% |
Weeks of Aug 3 – Oct 5, 2026 · Since Jul 5
Rankings by topic:
Widest split: Flowhub, 5% on ChatGPT Search and 22% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Distru | 72% | 65% | |
| Canix | 71% | 65% | |
| BioTrack | 64% | 67% | |
| Metrc | 52% | 56% | |
| Flourish Software | 25% | 29% | |
| GrowFlow | 13% | 23% | |
| Wherefour | Outside ChatGPT Search's top 25 | 25% | |
| Flowhub | 5% | 22% | |
| 365 Cannabis | 11% | 15% | |
| GrowerIQ | 13% | 12% |
73% of citations point at the ranked brands’ own sites. g2.com, reddit.com, feeds.planacan.io are the most-cited sites outside the ranked brands’ own domains.
I'm looking for a compliance software solution specifically built for cannabis cultivation operations.
What are the best options for cannabis compliance software tailored to cultivators?
What's the best software for cannabis batch tracking and recalls?
Which seed-to-sale software is best for a multi-state cannabis operator?
Which compliance platform is best for cannabis testing labs?
Which track-and-trace software integrates with state reporting systems?
What is the best cannabis inventory compliance software for manufacturers?
What's the best dispensary POS with built-in state compliance reporting?
Which cannabis ERP handles cultivation and compliance together?