GEO AUDIT  ·  BRAND-ONLY

Hoodie Analytics.

A look at how Hoodie Analytics is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitehoodieanalytics.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedJune 20, 2026  ·  by AUQ
AI Visibility Score
64
out of 100. Competitive band. Hoodie Analytics is cited in 20 of 39 AI answers. It shows up on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics. It is absent on Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.
Verified AI Overview citations
20
Hoodie Analytics's brand is cited in 20 of the 39 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 39 of 39 tracked queries.
Citation rate when AI answers
51%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Hoodie Analytics scores 64 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Hoodie Analytics is cited in 20 of 39 AI answers. It shows up on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics. It is absent on Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.

AI answers fire on 100% of tracked queries, yet Hoodie Analytics is quoted in only 51% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
64
Competitive band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers64 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand100 / 100
  • Topic coverage breadth50 / 100
  • Your pages being quoted51 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
Dispensary Analytics SoftwareOwnedpositioning
Cannabis Retail AnalyticsOwnedpositioning
Hoodie AnalyticsOwnedcomparison
Cannabis Market IntelligenceInvisiblepositioning
Cannabis Pricing IntelligenceInvisiblepositioning
Cannabis Product Data ManagementInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Hoodie Analytics appears on 3 of 6 themes.

Solution Aware. Owned on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics; absent on Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.

Alternatives. 5 themes name the brand without citing it; 14 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
39
100% of tracked queries trigger an AI Overview.
Times brand cited
20
51% citation rate when AI answers.
Total brand mentions
25
Across all observed AI responses.
Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →
Get results like these for Hoodie Analytics → See all case studies
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Hoodie Analytics's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

QueryTypeHoodie Analytics in the AI answerTop sources cited
best cannabis market intelligencePositioningAbsentheadset.io, newfrontierdata.com, bdsa.com
cannabis market intelligence vendorsPositioningCitednewfrontierdata.com, headset.io, bdsa.com
cannabis market intelligence solutionsPositioningAbsentheadset.io, bdsa.com, newfrontierdata.com
cannabis market intelligence softwarePositioningNamed, not citedheadset.io, bdsa.com, newfrontierdata.com
cannabis market intelligence platformPositioningCitedheadset.io, emeraldintel.ai, bdsa.com
top cannabis market intelligence providersPositioningAbsentheadset.io, greenbook.org, cannaplanners.com
cannabis market intelligence comparisonPositioningAbsentflowhub.com, mjbizdaily.com, bdsa.com
best cannabis pricing intelligencePositioningAbsentheadset.io, bdsa.com, cannaplanners.com
cannabis pricing intelligence vendorsPositioningNamed, not citedprohibitionpartners.com, theovalmis.com, cannaplanners.com
cannabis pricing intelligence solutionsPositioningNamed, not citedheadset.io, cannaplanners.com, dataweave.com
cannabis pricing intelligence softwarePositioningAbsentheadset.io, pistildata.com, cannaplanners.com
cannabis pricing intelligence platformPositioningAbsentpistildata.com, cannaplanners.com, webjoint.com
top cannabis pricing intelligence providersPositioningAbsentheadset.io, cannaplanners.com, webjoint.com
cannabis pricing intelligence comparisonPositioningAbsenttheovalmis.com, cannabisbenchmarks.com, prohibitionpartners.com
best dispensary analytics softwarePositioningAbsentheadset.io, virtualbudz.com, flowhub.com
dispensary analytics software vendorsPositioningCitedheadset.io, flowhub.com, bdsa.com
dispensary analytics software solutionsPositioningCitedheadset.io, bdsa.com, cannaplanners.com
dispensary analytics software softwarePositioningCitedheadset.io, bdsa.com, covasoftware.com
dispensary analytics software platformPositioningCitedheadset.io, webjoint.com, hoodieanalytics.com
top dispensary analytics software providersPositioningCitedheadset.io, virtualbudz.com, flowhub.com
dispensary analytics software comparisonPositioningCitedvirtualbudz.com, webjoint.com, headset.io
best cannabis product data managementPositioningAbsentheadset.io, flourishsoftware.com, bdsa.com
cannabis product data management vendorsPositioningNamed, not citedheadset.io, flowhub.com, bdsa.com
cannabis product data management solutionsPositioningAbsentvelosio.com, aptean.com, flowhub.com
cannabis product data management softwarePositioningAbsentheadset.io, distru.com, croptracker.com
cannabis product data management platformPositioningCitedheadset.io, flowhub.com, flourishsoftware.com
top cannabis product data management providersPositioningAbsentheadset.io, bdsa.com, distru.com
cannabis product data management comparisonPositioningNamed, not citedheadset.io, g2.com, wifitalents.com
best cannabis retail analyticsPositioningCitedvirtualbudz.com, covasoftware.com, solink.com
cannabis retail analytics vendorsPositioningCitedheadset.io, cannabisbusinesstimes.com, bdsa.com
cannabis retail analytics solutionsPositioningCitedbdsa.com, headset.io, virtualbudz.com
cannabis retail analytics softwarePositioningCitedheadset.io, covasoftware.com, business.dutchie.com
cannabis retail analytics platformPositioningCitedheadset.io, virtualbudz.com, solink.com
top cannabis retail analytics providersPositioningCitedvirtualbudz.com, webjoint.com, cannabis-retailing.cannabisbusinessinsights.com
cannabis retail analytics comparisonPositioningCitedvirtualbudz.com, hoodieanalytics.com, webjoint.com
alternatives to Hoodie AnalyticsComparisonCitedhoodieanalytics.com, cannabrands.app, cannaplanners.com
Hoodie Analytics vs HeadsetComparisonCitedhoodieanalytics.com, technexus.com, reddit.com
Hoodie Analytics vs BDSAComparisonCitedhoodieanalytics.com, cbinsights.com, bdsa.com
Hoodie Analytics vs Happy Cabbage AnalyticsComparisonCitedhappycabbage.io, flowhub.com, linkedin.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 49% of AI-answer queries

Hoodie Analytics is cited in 20 of the 39 AI answers we triggered.

02

AI misreads the category

Hoodie Analytics presents as cannabis market intelligence, cannabis pricing intelligence, dispensary analytics software, cannabis product data management, cannabis retail analytics. AI Overviews cite it on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics and it is absent on Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.

TOP THREE MOVES
01

Win presence on Cannabis Market Intelligence

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Cannabis Market Intelligence

Home - Hoodie Analytics 🔥 Join us for Sessions 360 - Hoodie’s premier after-party and market intelligence summit following the IgniteIt Cannabis Capital Conference in Chicago on June 17th! Click For More Info and to Register! Skip to contehoodieanalytics.com, 2026

Differentiators it leads with: Cannabis Market Intelligence, Cannabis Pricing Intelligence, Dispensary Analytics Software, Cannabis Product Data Management.

What Google's AI says

Recognized in AI answers for Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics

Cited as a provider on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics queries.
Appears alongside headset.io, webjoint.com, cannaplanners.com.
The core gap
Hoodie Analytics presents as cannabis market intelligence, cannabis pricing intelligence, dispensary analytics software, cannabis product data management, cannabis retail analytics. AI Overviews cite it on Dispensary Analytics Software, Cannabis Retail Analytics, Hoodie Analytics and it is absent on Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.
Words AI uses for the brand
Dispensary Analytics SoftwareCannabis Retail AnalyticsHoodie Analytics
The brand's own pillars that AI omits
Cannabis Market IntelligenceCannabis Pricing IntelligenceCannabis Product Data ManagementCited source on vendor and comparison queries
WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
headset.io18Cited on 18 of the queries we tested.
webjoint.com16Cited on 16 of the queries we tested.
cannaplanners.com14Cited on 14 of the queries we tested.
bdsa.com13Cited on 13 of the queries we tested.
emeraldintel.ai11Cited on 11 of the queries we tested.
newfrontierdata.com10Cited on 10 of the queries we tested.
flowhub.com10Cited on 10 of the queries we tested.
pistildata.com8Cited on 8 of the queries we tested.
distru.com8Cited on 8 of the queries we tested.
cannabisbenchmarks.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Hoodie Analytics is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Hoodie Analytics on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
headset.ioCited on 18 of the tested queries.
webjoint.comCited on 16 of the tested queries.
cannaplanners.comCited on 14 of the tested queries.
bdsa.comCited on 13 of the tested queries.
emeraldintel.aiCited on 11 of the tested queries.
newfrontierdata.comCited on 10 of the tested queries.
flowhub.comCited on 10 of the tested queries.
pistildata.comCited on 8 of the tested queries.
Key observation
headset.io is the most-cited source across the queries Hoodie Analytics is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Cannabis Market Intelligence, Cannabis Pricing Intelligence, Cannabis Product Data Management.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.