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: June 30 – July 7, 2026 (7 days)
Brand visibility vs competitors
Share of AI chats that mention each brand. Flourish Software sits at 43% — 4th of 9, roughly 20 points behind category leaders BioTrack, Canix and Distru.
| Brand | Visibility |
|---|---|
| BioTrack | 66% |
| Canix | 64% |
| Distru | 62% |
| Flourish Software ★ | 43% |
| Dutchie | 37% |
| GrowFlow | 8% |
| Stashstock | 5% |
| Outlaw Technologies | 2% |
| Argos | 0% |
Visibility = % of AI chats that mention the brand · ★ = Flourish Software
All ICP prompts by visibility
Every buyer prompt tested — where Flourish already wins share of voice, and where it's absent from the conversation.
| Prompt (ICP framing) | Flourish Visibility |
|---|---|
| I am the owner of a single-state licensed cannabis business. What are the best all-in-one seed-to-sale software platforms to run my operation? | 83% |
| I am a director of operations at a vertically integrated cannabis company. What are the best cannabis ERP platforms for companies like mine? | 76% |
| I am an inventory lead at a vertically integrated cannabis operator. What are the best cannabis inventory management software platforms? | 73% |
| I am a production manager at a cannabis manufacturing and extraction company. What are the best manufacturing and MRP software systems for processing operations? | 69% |
| I am a COO at a scaling multi-state cannabis operator. What is the best cannabis ERP for managing operations across multiple states and facilities? | 57% |
| I am a distribution manager at a cannabis company. What are the best distribution and warehouse management software options for moving product? | 52% |
| I am a compliance manager at a cannabis operator. What are the best compliance and track-and-trace software systems for staying audit-ready? | 52% |
| I am the head grower at a licensed cannabis cultivation facility. What are the best cultivation management software platforms for tracking plants and harvests? | 50% |
| I am a sales manager at a cannabis brand. What are the best CRM tools for managing wholesale cannabis customers? | 37% |
| I am an operations lead at a cannabis business in a Metrc state. What software best automates Metrc reporting and reduces double data entry? | 31% |
| I am a warehouse lead at a cannabis operation. What are the best mobile apps for barcode and RFID scanning of cannabis inventory? | 27% |
| I'm a CFO at a cannabis company. What are the best accounting and COGS tracking software options for managing 280E? | 21% |
| I am a wholesale manager at a cannabis manufacturer. What are the best B2B wholesale ordering platforms for selling to dispensaries? | 21% |
| I am the general manager of a cannabis dispensary. What are the best point-of-sale systems for a retail cannabis store? | 0% |
| I am the owner of a cannabis dispensary chain. What are the best dispensary management software options for multi-location retail? | 0% |
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 | % Retrieved |
|---|---|
| distru.com | 57.8% |
| flourishsoftware.com★ | 39.5% |
| canix.com | 38.1% |
| wherefour.com | 26.9% |
| wifitalents.com | 24.4% |
| flowhub.com | 22.6% |
| reddit.com | 16.9% |
| worldmetrics.org | 16.5% |
| covasoftware.com | 14.4% |
| cannasoftwareconnect.com | 14.2% |
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
Reddit is missing Flourish
Reddit is the 7th most-cited domain in AI answers — yet Flourish is mentioned in 0 of the top 14 most-cited threads. The cannabis software conversation is happening on r/weedbiz without you.
Top threads AI engines cite (all from r/weedbiz):
| Thread | Subreddit |
|---|---|
| Seed to sale software suggestion | r/weedbiz |
| POS systems for cannabis | r/weedbiz |
| Best seed-to-sale software for price, value, and... | r/weedbiz |
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 YouTube, LinkedIn, or media websites.
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.
One exception worth testing is r/weedbiz. Have name-recognizable Flourish leaders participate from their personal profiles, and ask satisfied customers to post honest testimonials in the highly visible threads AI engines already cite. Done authentically, this can earn mentions in the exact conversations buyers are researching.
Ready to close the AI visibility gap?
Let's turn AI search into a pipeline engine for Flourish Software.
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