AI Visibility Audit
How Flourish Software shows up in AI answers compared to cannabis ERP competitors, which buyer prompts you win or miss, and the domains and URLs AI engines cite most.
Data range: 2026-06-30 (single day)
Brand visibility vs competitors
Share of AI chats that mention each brand. Flourish Software sits at 41.9% — 4th of 9, roughly 25 points behind category leaders BioTrack and Distru.
| Brand | Visibility |
|---|---|
| BioTrack | 66.7% |
| Distru | 65.8% |
| Canix | 59% |
| Flourish Software ★ | 41.9% |
| Dutchie | 36.8% |
| GrowFlow | 11.1% |
| Stashstock | 2.6% |
| Outlaw Technologies | 1.7% |
| Argos | 0% |
Visibility = % of AI chats that mention the brand · ★ = Flourish Software
Top 10 prompts by Flourish visibility
Where Flourish is already winning share of voice in AI answers — and where the gaps are.
| Prompt (ICP framing) | Visibility |
|---|---|
| Owner, single-state licensed cannabis business: best all-in-one seed-to-sale software platforms to run my operation? | 87.5% |
| Director of operations, vertically integrated cannabis company: best cannabis ERP platforms for companies like mine? | 77.8% |
| Inventory lead, vertically integrated cannabis operator: best cannabis inventory management software platforms? | 75% |
| COO, scaling multi-state cannabis operator: best cannabis ERP for managing operations across multiple states and facilities? | 71.4% |
| Distribution manager, cannabis company: best distribution and warehouse management software options for moving product? | 57.1% |
| Production manager, cannabis manufacturing and extraction: best manufacturing and MRP software systems for processing operations? | 50% |
| Head grower, licensed cultivation facility: best cultivation management software platforms for tracking plants and harvests? | 50% |
| Warehouse lead, cannabis operation: best mobile apps for barcode and RFID scanning of cannabis inventory? | 40% |
| Compliance manager, cannabis operator: best compliance and track-and-trace software systems for staying audit-ready? | 37.5% |
| CFO, cannabis company: best accounting and COGS tracking software options for managing 280E? | 28.6% |
Top 10 domains cited by AI engines
These are the domains AI engines pull from when answering cannabis ERP and seed-to-sale prompts. Click any row to open the domain.
| Domain | Citations | Retrievals | Brands mentioned in same chats |
|---|---|---|---|
| distru.com | 167 | 140 | Distru, BioTrack, Dutchie, Canix |
| flourishsoftware.com★ | 83 | 66 | Flourish Software |
| canix.com | 75 | 65 | BioTrack, Canix, Distru, Flourish Software |
| wifitalents.com | 43 | 65 | BioTrack, Dutchie, Canix |
| wherefour.com | 48 | 39 | — |
| flowhub.com | 44 | 37 | BioTrack, Dutchie |
| worldmetrics.org | 12 | 30 | Dutchie |
| cannasoftwareconnect.com | 10 | 28 | BioTrack, Dutchie, Canix |
| covasoftware.com | 13 | 21 | BioTrack, Dutchie |
| reddit.com | 27 | 20 | — |
Top 5 URLs cited from the top 3 domains
The individual pages AI engines reach for most across distru.com, flourishsoftware.com, and canix.com. Click any row to open the URL.
| URL | Title | Cit. | Retr. | Brands |
|---|---|---|---|---|
| distru.com/cannabis-blog/the-best-dispensary-pos-systems-for-cannabis | The Best Dispensary POS Systems for Cannabis | Distru | 46 | 27 | Distru, BioTrack, Dutchie, Canix |
| distru.com | Distru: Streamlined Seed to Sale Software & Cannabis ERP | 21 | 24 | — |
| distru.com/cannabis-blog/top-cannabis-b2b-platforms-to-explore | Top Cannabis B2B Platforms to Explore | Distru | 20 | 12 | — |
| distru.com/cannabis-erp | Cannabis ERP | Distru B2B Software | 9 | 12 | Distru, BioTrack, Canix |
| distru.com/cannabis-blog/cannabis-erp-for-seed-to-sale-compliance | — | 6 | 7 | — |
| flourishsoftware.com/blog/best-cannabis-erp-seed-to-sale-software★ | The Best Cannabis ERP and Seed-to-Sale Software Solutions for 2025 | 29 | 22 | — |
| flourishsoftware.com★ | Flourish Software | Seed-to-Sale & ERP Software | 17 | 18 | Flourish Software |
| flourishsoftware.com/blog/best-cannabis-erp-seed-to-sale-software?hs_amp=true★ | — | 2 | 5 | — |
| flourishsoftware.com/blog/how-to-pick-a-cannabis-crm★ | How to Pick a Cannabis CRM | 11 | 4 | — |
| flourishsoftware.com/blog/cannabis-inventory-management-best-practices★ | — | 5 | 3 | — |
| canix.com | Canix | Cannabis ERP and Seed-to-Sale Software | 18 | 19 | BioTrack, Canix |
| canix.com/blog-posts/seed-to-sale-software-guide-compare-the-leading-platforms | Cannabis seed-to-sale software | 26 | 18 | Distru, BioTrack, Flourish Software, Canix |
| canix.com/blog-posts/cannabis-inventory-management-software-the-complete-guide | Cannabis Inventory Management Software: The Complete 2026 Guide | 13 | 9 | — |
| canix.com/blog-posts/top-ten-seed-to-sale-2022 | Top 10 Seed to Sale Cannabis Software in 2022 | 5 | 5 | — |
| canix.com/metrc | Metrc Track & Trace Cannabis Software | 6 | 3 | — |
★ = Flourish-owned URL · Rows grouped by domain
Where to invest next
Flourish is a mid-pack contender (4th of 9) whose AI visibility is decided almost entirely by vendor-owned editorial content — competitor blogs, comparison guides, and "best-of" listicles — with virtually no role for Reddit, YouTube, or LinkedIn.
The right move is to double down on onsite content in the exact formats already winning citations: "best cannabis [POS/ERP/inventory] software" listicles, head-to-head comparison pages, and strong category product pages.
The single highest-priority gap is retail POS / dispensary content, where Flourish is invisible today (0% visibility on dispensary-POS prompts) and a competitor's listicle is the most-cited URL in the dataset.
Investing there — and expanding the comparison/listicle library that already earns Flourish its top citations — is a far better use of resources than pursuing social or community channels.
Ready to close the AI visibility gap?
Let's turn AI search into a pipeline engine for Flourish Software.
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