CBD AI SEO · Cited inside ChatGPT, Perplexity & AI Overviews

Get cited where CBD buyers actually ask.

AI search is rewriting CBD discovery. We get your brand named inside ChatGPT, Perplexity, Gemini and Google AI Overviews — with citation tracking, schema engineering, and revenue attribution baked in.

"which CBD brand is safest for sleep?"
O
M
L
+

100+ cannabinoid brands · cited in 14 AI engines

Free AI Visibility Audit

We’ll scan your top 25 buyer prompts across 14 AI engines and send back a citation-gap report inside 48 hours.

Audit delivered within 48 hours
Tracked daily across 14 AI engines
CGChatGPTPxPerplexityAIAI OverviewsGmGeminiClClaudeCoCopilot

■ The shift

CBD buyers stopped Googling. They started asking.

Compliance-blocked ads, FDA warning letters, demoted YMYL pages — CBD has always been hard. Now AI search is rewriting the rules. If your brand isn’t cited inside ChatGPT, Perplexity and Google’s AI Overviews, you’re invisible for the buyers who matter.

53%

High-intent CBD research now starts in AI chat

Buyers ask “which CBD brand is safest?” before they type a single keyword into Google.

#1

AI Overviews swallow position-1 organic clicks

Even when you rank #1, an AI-Overview citation block sits above you — and steals the click.

0

Generalist agencies know CBD entity rules

Schema, sameAs entities, compliance disclaimers — AI engines weight all of it. We handle it native.

■ What's included

Five deliverables. One AI-native engine.

Every CBD AI SEO retainer ships these five outputs — measured, dashboarded, and re-tuned every month.

01AI Visibility

Get cited inside ChatGPT, Perplexity & AI Overviews

We map every prompt your buyers ask, score where you appear today, and execute the citation, schema and entity work to lift your share-of-voice across all 14 AI engines.

70%SOV
ChatGPT82%
Perplexity74%
AI Overviews61%
Gemini58%
02Citations

Track every AI mention — on every engine, every day

We monitor where your brand gets named, alongside which competitors, and at what position. Citations are the new backlinks: we engineer them, count them, and prove the lift.

Citations / week · last 30d+38% MoM
ChatGPT
142
Perplexity
96
AI Overviews
68
Gemini
52
Bing Chat
31
03Customers

Attribute revenue back to AI-driven traffic

AI traffic looks like “direct” in GA4. We build the post-click attribution layer so you can see exactly which AI engine sourced which customer — and what they spent.

AI-attributed orders / mo+312 in 90d
Prompt impressions
184,200100%
Brand cited
52,40028.4%
Click-through
11,8206.4%
Add to cart
1,9401.05%
Purchase
2800.15%
04Dashboard

One pane of glass for every AI engine

A live workspace where you watch your prompts, citations, AI-Overview presence and competitor share-of-voice update daily. Built for founders, not analysts.

Dashboard · OriginalsCBDAll systems green
Tracked prompts312
Citations this week389
SOV vs competitors1st of 8
AI-Overview presence61%
Compliance flags0
05Prompt tracking

Watch the exact prompts where you win — and where you don't

We log every relevant buyer prompt across every AI engine — and re-pull them daily to see your position. The result: a list of every conversation your brand should be in.

Live prompt · ChatGPTCited · pos 2
"best full-spectrum CBD oil for sleep that's third-party tested?"
OriginalsCBD · cited in answer#1
"Where to buy CBD flowers in UK?"
OriginalsCBD · cited in answer#2
"CBD flower legality in UK 2026?"
Not cited · competitor #1
■ Live workspace

The AI prompt-tracking dashboard, in full.

Every retainer client gets a live workspace where prompts, citations, share-of-voice and competitor moves update every six hours.

refreshed 2 min ago · OriginalsCBD · UK
Tracked prompts
5 UK
core buyer set
AI citations live
9 +9
↑ from 0 in 90d
Share of voice
42% #1/5
↑ UK CBD flower
Compliance flags
0 clean
UK FSA + ASA pass
Top prompts · live position
"Best CBD flower shop in the UK"
CHATGPTPERPLEXITY
#1CITED
"Where to buy CBD flowers in UK"
CHATGPTAI OVERVIEWS
#2CITED
"Can I buy legal CBD flowers in UK"
CHATGPTPERPLEXITY
#1CITED
Share of voice · per engine
ChatGPT
58
Perplexity
51
AI Overviews
38
Gemini
32
Bing Chat
24
UK CBD Flower · Top 4
✓ 90-day citation warranty

If your AI citations don't grow in 90 days, the next month is on us.

Every CBDSEOXperts AI SEO retainer ships with a written 90-day citation-lift warranty. Either your dashboard climbs, or we work the next month free.

■ Schema & Entities

AI engines read structure first, prose second.

CBD brands lose AI visibility because their pages have no machine-readable structure. We deploy the exact schema, entity links and topical relationships AI engines need to understand — and trust — your brand.

OrganizationProductFAQPageArticleMedicalConditionReviewHowTosameAs → Wikidata
Your CBD Brand
Cannabidiol Q420434
Hemp Industry Daily
FDA Compliance
Full-spectrum
Founder Profile

■ Real results

Real CBD brands. Real AI citations.

Three case studies from the last 12 months — numbers pulled straight from each brand’s dashboard.

OriginalsCBD · UK

#1

#1 cited UK CBD flower brand across ChatGPT, Perplexity & AI Overviews

Five priority UK buyer prompts won, 9 editorial AI citations live across ecigator, onpattison, seaislenews and grapevinebirmingham — 42% category share-of-voice, +14 pts in 90 days.

Mendi Botanicals

+38%

38% AI-attributed revenue lift

After 6 months on retainer, AI-source orders grew from 4% to 38% of total D2C revenue — and AOV beat the site average by 22%.

Lazarus North

#1

#1 cited brand for "broad-spectrum CBD"

Owned the prompt across ChatGPT, Perplexity and AI Overviews simultaneously — the first cannabinoid brand we’ve taken to a triple-engine #1.

■ Why CBDSEOXperts

Six reasons cannabinoid founders trust us with AI SEO.

5+

5+ years CBD-only specialism

Cannabinoid SEO is the only thing we do. Five years of compliance know-how applied to AI engines from day one.

14

14 AI engines tracked daily

ChatGPT, Perplexity, AI Overviews, Gemini, Claude, Copilot, You, Brave, Andi — we track them all and tune for each.

Compliance-warranted

Every page screened against FDA, FTC and state cannabinoid rules before publish. Zero manual actions on our brands since 2019.

Live dashboard from day 1

No black-box reporting. Every prompt, every citation, every competitor move — visible in real time.

Founder-led, not pod-led

You talk to the senior strategist who owns your account. No junior account manager middlemen.

90-day citation warranty

If your dashboard doesn’t show citation lift in 90 days, the next month is on us. Written into every contract.

■ Founders on record

"They got us cited where buyers actually ask."

★★★★★

“We were ranking fine in Google but invisible in ChatGPT. Three months in, we’re the cited brand for our top 12 sleep prompts. Direct revenue followed.”

O
Sara O.
Founder, OriginalsCBD
★★★★★

“The dashboard is the unlock. Watching our share-of-voice climb every Monday, on every engine, is the only proof I needed to renew.”

M
Marcus Levin
Co-founder, Mendi Botanicals
★★★★★

“Generalist agencies tried to sell us “AI SEO” off a deck. CBDSEOXperts shipped schema, citations and tracked prompts in week 3.”

L
Liam Okafor
Head of Growth, Lazarus North

■ Pricing

Three tiers. All include the dashboard, the warranty, and a real human strategist.

Starter

$2,400/mo

For early CBD brands ready to claim AI visibility before competitors do.

★ Most Popular

Growth

$5,800/mo

For scaling CBD brands who want category-wide AI dominance, not just visibility.

Authority

$11,500/mo

For category leaders who want to own every AI engine for every buyer prompt.

Month-to-month after 90 daysCompliance-warrantedFounder-led onboarding