A Blanket Block On AI Crawlers
A robots.txt rule meant to stop AI training that also stops the crawlers assistants use to find sources. The site disappears from those answers without anyone noticing.
AEO, GEO And LLM SEO For Cannabis
AI Search Optimization For Dispensaries: AEO, GEO And LLM SEO
More customers now ask an assistant which dispensary to try before they ever open a map. The answer names two or three stores and links to a handful of sources. AI search optimization is the work of being one of those names: a site the assistants can read, facts that agree everywhere they look, and pages written so a single paragraph can be quoted. For licensed dispensaries and cannabis brands.
- Tested in the assistants your customers use
- No invented AI traffic numbers
- Sprints from $800, tracking from $300 a month
How Answer Engines Choose
Retrieve, Extract, Trust. An Assistant Has To Do All Three Before It Names You.
Google, ChatGPT and Perplexity all build answers with large language models, and each one finds pages, pulls out a passage and weighs whether to believe it. Answer engine optimization, or LLM SEO, works on all three steps.
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01
Can it find you
Retrieve
The page has to be indexed by Google, reachable by the assistants' own crawlers, and readable without running scripts, because several AI crawlers do not run JavaScript. That part is technical SEO done properly.
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02
Can it quote you
Extract
Answers are stitched together from short passages. A page that answers a question in one clear paragraph gets quoted. A page that circles the point for three screens gets skipped.
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03
Will it believe you
Trust
The assistant checks whether other sources agree: the same name, address and hours on your profile and listings, reviews, and mentions from local press and directories.
Answer-Ready Pages
The Same Facts, Written To Be Scrolled Or Written To Be Quoted
Switch between the two versions of a store page. The facts do not change. What changes is whether an assistant can lift one paragraph and trust it enough to name the store.
Written to be scrolled
Welcome To The Green Harbor Family
At Green Harbor we believe cannabis is a journey, and every journey is different. Our passionate team is here for you whatever you are looking for, with an amazing selection that is always changing. Come and see us soon and experience the difference for yourself!
Written to be quoted
Edibles For Beginners At Green Harbor Eastside
Yes. Green Harbor Eastside stocks low dose gummies and chocolates from 2.5 mg per piece, and staff explain how to start low and wait before taking more. The store is at 120 Main Street and is open until 10 PM.
What the assistant says
Does Green Harbor Eastside have edibles for beginners?
No clear passage found on the store's own site. The answer cites a directory listing instead, and the store is not named. Source: directory.example
Green Harbor Eastside stocks low dose gummies and chocolates from 2.5 mg per piece, and staff explain how to start low. Source: greenharbor.example/stores/eastside/
Why Assistants Skip A Store
Six Reasons An AI Answer Names Another Dispensary
None of these are about tricks. They are the same basics that decide ordinary search, applied to a reader that is less patient than Google.
Store Facts Hidden In Scripts And Images
Hours in an image, the menu in a frame, the address loaded by a script. A crawler that reads only the HTML finds almost nothing. The AI Answer Readability Checker shows what it gets.
Different Details In Different Places
Old hours on one listing, a former name on another. When sources disagree, an assistant tends to leave the store out rather than risk a wrong answer.
Pages That Never Answer A Question
Welcome copy, slogans and "come see us" with no plain sentence saying what the store has, where it is and when it is open. Rewriting pages to answer first fixes it for search and assistants alike.
Few Mentions Anywhere Else
Assistants lean on sources that cite each other. A store with reviews but no local press or directory coverage gives them little to corroborate.
Nobody Checks What The Assistants Say
An assistant can repeat old hours or a closed location for months. Without regular checks, the first to notice is a customer at a locked door.
Where Answers Come From
What Each Answer Engine Reads, And Where It Shows Up In Your Reports
A quick reference, and the first thing generative engine optimization checks. Each assistant has its own crawler, its own rules for being left out, and its own place in your reporting. Getting one of these wrong can hide the store from that assistant entirely.
| Answer engine | Reads the site with | Left out by | Shows up in reports as |
|---|---|---|---|
| Google AI Overviews and AI Mode | Googlebot |
noindex or nosnippet on the page | Part of the Web totals in Search Console |
| ChatGPT search | OAI-SearchBot |
A robots.txt block on OAI-SearchBot | Visits referred from chatgpt.com |
| Perplexity | PerplexityBot |
A robots.txt block on PerplexityBot | Visits referred from perplexity.ai |
| Microsoft Copilot | Bingbot |
Anything that keeps the page out of Bing | Visits referred from copilot.microsoft.com |
Crawler names are published by each company and can change. They are checked again at the start of every sprint.
Entity Consistency
Do Your Store's Facts Agree Everywhere An Assistant Looks?
Assistants cross check before they name a store. When the website, the profile and the listings disagree, the store is usually the one left out. Switch between the two states to see what cleanup changes.
Facts that agree10/ 17
| Fact | Website | Business Profile | Cannabis directory | Local news |
|---|---|---|---|---|
| Name | Green Harbor EastsideGreen Harbor Eastside | Green Harbor EastsideGreen Harbor Eastside | Green Harbour DispensaryGreen Harbor Eastside | Green HarborGreen Harbor Eastside |
| Address | 120 Main St120 Main St | 120 Main St120 Main St | 120 Main St120 Main St | 118 Main St120 Main St |
| Friday hours | 9 AM to 10 PM9 AM to 10 PM | 9 AM to 9 PM9 AM to 10 PM | 10 AM to 8 PM9 AM to 10 PM | Not mentioned |
| Phone | (555) 010 4420(555) 010 4420 | (555) 010 4420(555) 010 4420 | (555) 010 3391(555) 010 4420 | Not mentioned |
| Order ahead | YesYes | YesYes | Not listedYes | Not mentioned |
What Is Included
What AI Search Optimization Covers, Part By Part
Most of this is ordinary SEO done carefully. The difference is how it is checked: in the assistants themselves, with the questions customers actually ask.
Crawler Access
- robots.txt rules checked for each answer engine's crawler
- Search and training handled separately, so blocking one keeps the other
- Plain HTML check of every key page, without scripts
- Bing indexing confirmed, because Copilot depends on it
Entity Consistency
- One name, one address the same on the site, the profile and every listing
- Hours and services matched everywhere an assistant might look
- About page with the licence, ownership and history in plain words
- Brand and store pages linked so the relationship is obvious
Answer-Ready Pages
- Answer first the question answered in the opening sentence
- Checkable facts doses, hours, addresses and prices where allowed
- One topic per section under a heading that says what it covers
- Compliant wording because an assistant quotes claims too
Structured Data
- LocalBusiness schema matching the profile exactly
- Organization details with the official profiles linked
- FAQ markup only where the page really answers questions
- Validated before and after every change
Mentions And Reviews
- Source audit which sites the assistants already cite in your area
- Listings corrected or claimed on those sites first
- Local coverage ideas for press and community mentions worth earning
- Review replies that restate the facts customers ask about
Prompt Tracking
- Thirty questions written from what your customers really ask
- Four answer engines checked with the same questions every month
- Named or cited recorded separately, with the sources used
- Wrong answers flagged, with the source that caused them
How A Sprint Runs
From First Prompt Test To Answer-Ready Pages In Four Weeks
Assistants refresh their sources at different speeds, so changes are measured over months rather than declared done on the day.
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Week 1
The Baseline
Thirty customer questions run in four answer engines, with every mention, citation and wrong fact recorded.
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Week 2
Access And Facts
Crawler rules fixed, plain HTML checked, and the store's details made identical on the site and every listing.
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Weeks 3 To 4
Pages Made Quotable
Five key pages rewritten to answer first, with checkable facts and compliant wording, and schema validated.
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Month 2 Onward
Tracked
The same questions run again each month, so any change in how the store is named is visible and dated.
Measurement
How AI Visibility Gets Measured, Without Invented Numbers
AI search is new enough that plenty of reports quote figures nobody can check. These three can be checked, and they are the only ones reported.
Prompt Tracking
Thirty customer questions in four answer engines each month, recording whether the store is named, cited, or missing.
AI Referrals In Analytics
Visits arriving from assistants, reported as their own channel so they are not lost inside referral traffic.
Search Console Web Totals
Google counts AI Overviews and AI Mode inside the ordinary Web figures, so they are reported there rather than as a separate number.
The case studies do not include AI search results yet, so none are shown on this page.
AI Search Pricing
AI Search Optimization Pricing For Dispensaries
A fixed sprint to get the store readable, consistent and quotable, then an optional monthly plan that keeps checking what the assistants say.
AI Search Sprint
One store or one brand site $800 one time Four weeks, fixed scope- Baseline: thirty questions in four answer engines
- Crawler access and plain HTML checked
- Store details matched on the site and listings
- Five key pages rewritten to answer first
- Schema added or corrected and validated
- A written report with every source that was cited
- Technical fixes and full page rewrites, which are in the other services
AI Visibility Tracking
After a sprint, to keep watch $300 a month Three months, then month to month- The same thirty questions run every month
- Wrong facts traced to their source and fixed
- Two pages made answer-ready each month
- AI referrals reported as their own channel
- Monthly report on complete months only
Chain And Brand
Several stores, or brands sold in many shops Custom Quoted after the free check- Questions tracked per store and per market
- Brand facts made consistent across retailers
- Rules per state applied to answer-ready copy
- Weekly reporting and priority access
Which One Do You Need
AI Search Only, Or The Full Package?
AI search work sits on top of ordinary SEO. If Google cannot read the site or the pages aim at nothing, fix that first, and the assistants usually follow.
| What is included | AI search only | Full package |
|---|---|---|
| Prompt tracking in answer engines | Readiness check | |
| Crawler access for AI assistants | ||
| Store details matched everywhere | ||
| Pages rewritten to answer first | Five, then two a month | As the plan needs |
| Technical and rendering audit | ||
| Business Profile and local work | ||
| Starts at | $800 once | $600 a month |
Check It Yourself First
Three Free Checks For AI Search Readiness
AI Answer Readability Checker
What an AI crawler can read on your page, and what it cannot.
Run it free
Dispensary Schema Generator
LocalBusiness markup that states the store's facts plainly.
Run it free
GBP Suspension Risk Checker
The profile assistants lean on, checked against Google's rules.
Run it free
Questions
Dispensary AI Search Questions
Answer engine optimization, generative engine optimization and LLM SEO are three names for the same job: making sure AI assistants can find the store, trust its details and quote it when customers ask where to buy. GEO here has nothing to do with geo grids, which measure map rankings.
An AI Search Sprint is $800 once for one store or brand site. AI Visibility Tracking is $300 a month afterwards. Chains and brands sold through many retailers are quoted after the free check, because the number of questions and markets changes the work.
Yes, when ChatGPT searches the web for an answer. Its search crawler has to be allowed to read the site, and the facts it finds have to agree with other sources. Whether a particular answer names the store is never guaranteed, which is why the same questions are checked every month.
Google's AI Overviews and AI Mode reach the most people, because they sit inside ordinary search. ChatGPT, Perplexity and Copilot are growing. The baseline shows which ones already mention your store and which ones name competitors instead.
Three ways: a fixed set of customer questions run in each assistant every month, visits from assistants in analytics, and Search Console, where Google includes AI Overviews and AI Mode in the Web totals. No invented share of voice scores.
Google says no special markup is needed for its AI features. Schema still states the store's facts in a form machines read reliably, which helps other systems and keeps details consistent. It supports the work rather than replacing it.
It depends on the assistant. Google's AI features follow its index, so they can change within weeks of a recrawl. Other assistants refresh their sources on their own schedules, which is why changes are tracked monthly rather than promised by a date.
Usually as part of the basics rather than on its own. If the site is readable, the details agree everywhere and the store page answers real questions, a single store is already most of the way there. The sprint is for when the baseline shows assistants getting the store wrong or leaving it out.
Find Out What The Assistants Say About Your Store
The free check runs a set of customer questions in the main answer engines and tells you where the store is named, where it is missing and which sources they trust instead. You get it in writing, whether or not we work together.
Get Your Free AI Visibility Check Or see every service and the pricing