Generative engine optimization
Generative Engine Optimization for Cannabis Businesses
Why this matters now
Where the summary sits, and what a crawler actually receives
- Where the summary appears
- Above the links
- What gets cited
- Sources
- What gets measured
- Appearances
- What a crawler receives from a Dutchie menu
- 2 words
- H1 tags in that sample
- 0 of 9
Google AI Overviews and Microsoft Copilot answers sit on top of the results a shopper would otherwise scan
A generated summary names the pages it drew from. Content that is not in the summary is not in the answer
There is no rank position inside a summary, so we count which target queries show one and whether it cites you
Median readable body words across 9 live reverse-proxied storefronts fetched as GPTBot on 2026-10-12. See Apex MenuEdge
Median 152 KB of HTML per page. Apex MenuEdge crawl benchmark, 2026-10-12
Two channels, not one
GEO and AEO are complementary, and they are not the same work
| Criteria | AEO, answer engines | GEO, generative search |
|---|---|---|
| What it targets | Standalone answer engines: ChatGPT, Claude, Perplexity | Generative summaries inside search engines: Google AI Overviews and Microsoft Copilot |
| Where the answer appears | Separate discovery platforms, outside the search results page | At the top of Google results, and inside Bing and Edge |
| Traffic scale | A separate set of discovery platforms. A supplementary channel | Sits on Google and Bing search, where most shoppers already are. The primary channel |
| Overlap with traditional SEO | Less overlap. Citations arrive without inherent traffic | Overlaps more. Includes E-E-A-T, backlinks and relevance signals |
| Share of strategy | Second priority | First priority |
Search is evolving toward synthesis. Users ask questions. Engines generate summaries from multiple sources. The sources appearing in those summaries get traffic.
Where a summary can cite you
Two generative surfaces, two different sets of ranking signals
Google AI Overviews sit at the top of the results page, which is the most visible search real estate there is, and they cite multiple sources. Selection runs on E-E-A-T signals, on completeness, and on semantic relevance, so content has to demonstrate cannabis expertise, answer the question thoroughly, and match the intent of the query rather than the wording of it.
Microsoft Copilot is built into Bing, Edge and Windows, and it summarises from the Bing index rather than from Google. Bing weights freshness, page authority and user engagement differently, so content that ranks well on Google can still be missing from Copilot summaries until it is updated on a schedule and supported by Bing indexed links.
The full discipline
Every piece of this discipline, in 10 deep dives
- 01GEO Authority Building for CannabisRead the breakdown
- 02Microsoft Bing AI Optimization for CannabisRead the breakdown
- 03ChatGPT Summary Optimization for CannabisRead the breakdown
- 04GEO Content Architecture for CannabisRead the breakdown
- 05GEO vs AEO Strategy for CannabisRead the breakdown
- 06Google SGE Optimization for CannabisRead the breakdown
- 07GEO Local Optimization for CannabisRead the breakdown
- 08GEO Performance Metrics and TrackingRead the breakdown
- 09GEO Schema and Markup StrategyRead the breakdown
- 10Technical GEO Requirements for CannabisRead the breakdown
Adjacent surfaces
Where this discipline connects
Architecture and tracking
Structure it for synthesis, then count what actually lands
Structure it so a machine can lift it
Generative engines extract from structure: headings, lists, tables, definitions. A clear H1, H2 and H3 hierarchy signals completeness. Bullet summaries get used directly. Comparison tables put strains, cannabinoids and consumption methods into an extractable format. Definition sections answer what a terpene is, or what full spectrum means, and definitions appear in generative summaries often.
Track appearances, not positions
There is no rank position inside an overview, so the metric changes. Monitor which target queries show an AI Overview at all, which of those cite you, the traffic arriving from overview clicks, and which competitors hold the overviews you want.
GEO authority is built, not inherited.
Start here
Start dominating generative summaries
More in this discipline
All GEO →- GEO Authority Building for Cannabis
- Microsoft Bing AI Optimization for Cannabis
- ChatGPT Summary Optimization for Cannabis
- GEO Content Architecture for Cannabis
- GEO vs AEO Strategy for Cannabis
- Google SGE Optimization for Cannabis
- GEO Local Optimization for Cannabis
- GEO Performance Metrics and Tracking
- GEO Schema and Markup Strategy
- Technical GEO Requirements for Cannabis