GEO AUDIT  ·  BRAND-ONLY

Walnut.

A look at how Walnut 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.

Sitewalnut.io
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 5, 2026  ·  by AUQ
AI Visibility Score
52
out of 100. Competitive band. Walnut is cited in 10 of 39 AI answers. It shows up on Interactive Demo, Walnut. It is absent on Product Tour, Presales Enablement.
Verified AI Overview citations
10
Walnut's brand is cited in 10 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
26%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Walnut scores 52 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Walnut is cited in 10 of 39 AI answers. It shows up on Interactive Demo, Walnut. It is absent on Product Tour, Presales Enablement.

AI answers fire on 100% of tracked queries, yet Walnut is quoted in only 26% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
52
Competitive band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers67 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand100 / 100
  • Topic coverage breadth33 / 100
  • Your pages being quoted26 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Interactive Demo

Interactive Demo Platform | AI-Powered Demos | Walnut Skip to content. Products Interactive Demos Create, personalize, and embed product demos with Al Interactive Deal Rooms The unified seller and buyer experience platform Integrations Soluwalnut.io, 2026

Differentiators it leads with: Interactive Demo, Sales Demo Automation, Product Tour, Demo Automation For Sales.

What Google's AI says

Recognized in AI answers for Interactive Demo, Walnut

Cited as a provider on Interactive Demo, Walnut queries.
Appears alongside goconsensus.com, youtube.com, reddit.com.
The core gap
Walnut presents as interactive demo, sales demo automation, product tour, demo automation for sales, presales enablement. AI Overviews cite it on Interactive Demo, Walnut and it is absent on Product Tour, Presales Enablement.
Words AI uses for the brand
Interactive DemoWalnut
The brand's own pillars that AI omits
Product TourPresales EnablementCited source on vendor and comparison queries
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
Interactive DemoOwnedpositioning
WalnutOwnedcomparison
Sales Demo AutomationPartialpositioning
Demo Automation For SalesPartialpositioning
Product TourInvisiblepositioning
Presales EnablementInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Walnut appears on 2 of 6 themes.

Solution Aware. Owned on Interactive Demo, Walnut; absent on Product Tour, Presales Enablement.

Alternatives. 16 themes name the brand without citing it; 13 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
10
26% citation rate when AI answers.
Total brand mentions
26
Across all observed AI responses.
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 Walnut'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.

QueryTypeWalnut in the AI answerTop sources cited
best interactive demoPositioningNamed, not citedgartner.com, youtube.com, arcade.software
interactive demo vendorsPositioningCitedgartner.com, reddit.com, arcade.software
interactive demo solutionsPositioningCiteddemostack.com, walnut.io, gartner.com
interactive demo softwarePositioningAbsentreddit.com, arcade.software, demoboost.com
interactive demo platformPositioningCitedreddit.com, gartner.com, walnut.io
top interactive demo providersPositioningNamed, not citedgartner.com, cpoclub.com, youtube.com
interactive demo comparisonPositioningNamed, not citedreddit.com, youtube.com, chameleon.io
best sales demo automationPositioningNamed, not citedreddit.com, goconsensus.com, g2.com
sales demo automation vendorsPositioningCitedgoconsensus.com, navattic.com, g2.com
sales demo automation solutionsPositioningNamed, not citedreprise.com, navattic.com, howdygo.com
sales demo automation softwarePositioningNamed, not citednavattic.com, reddit.com, howdygo.com
sales demo automation platformPositioningNamed, not citedgoconsensus.com, navattic.com, reddit.com
top sales demo automation providersPositioningCitedgoconsensus.com, reddit.com, g2.com
sales demo automation comparisonPositioningNamed, not citedgetperspective.ai, g2.com, naoma.ai
best product tourPositioningAbsentreddit.com, howdygo.com, arcade.software
product tour vendorsPositioningCitedreddit.com, productfruits.com, getsmartcue.com
product tour solutionsPositioningAbsentreddit.com, amplitude.com, testbox.com
product tour softwarePositioningAbsentreddit.com, userguiding.com, arcade.software
product tour platformPositioningAbsentreddit.com, goconsensus.com, howdygo.com
top product tour providersPositioningAbsentreddit.com, demoboost.com, jimo.ai
product tour comparisonPositioningAbsentreddit.com, jimo.ai, productfruits.com
best demo automation for salesPositioningAbsentg2.com, reprise.com, navattic.com
demo automation for sales vendorsPositioningNamed, not citedgoconsensus.com, navattic.com, gartner.com
demo automation for sales solutionsPositioningAbsentnavattic.com, goconsensus.com, reprise.com
demo automation for sales softwarePositioningNamed, not citednavattic.com, reddit.com, goconsensus.com
demo automation for sales platformPositioningNamed, not citedgoconsensus.com, navattic.com, reddit.com
top demo automation for sales providersPositioningNamed, not citedgartner.com, navattic.com, goconsensus.com
demo automation for sales comparisonPositioningCitedreddit.com, getperspective.ai, howdygo.com
best presales enablementPositioningNamed, not citedpresalescollective.com, demostack.com, dock.us
presales enablement vendorsPositioningNamed, not citedautorfp.ai, highspot.com, dock.us
presales enablement solutionsPositioningAbsentpresalescollective.com, goconsensus.com, demostack.com
presales enablement softwarePositioningAbsentdemostack.com, sifthub.io, dock.us
presales enablement platformPositioningAbsentgoconsensus.com, demostack.com, spekit.com
top presales enablement providersPositioningNamed, not citedgartner.com, demostack.com, goconsensus.com
presales enablement comparisonPositioningAbsentgoconsensus.com, storylane.io, allego.com
alternatives to WalnutComparisonNamed, not citedreddit.com, ncwoodworker.net, everydayhealth.com
Walnut vs RepriseComparisonCitedwalnut.io, getsmartcue.com, reprise.com
Walnut vs NavatticComparisonCitednavattic.com, g2.com, getsmartcue.com
Walnut vs StorylaneComparisonCitedwalnut.io, getsmartcue.com, marketingarsenal.io
THREE FINDINGS THAT MATTER
01

The brand is missing from 74% of AI-answer queries

Walnut is cited in 10 of the 39 AI answers we triggered.

02

AI misreads the category

Walnut presents as interactive demo, sales demo automation, product tour, demo automation for sales, presales enablement. AI Overviews cite it on Interactive Demo, Walnut and it is absent on Product Tour, Presales Enablement.

TOP THREE MOVES
01

Win presence on Product Tour

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

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
goconsensus.com22Cited on 22 of the queries we tested.
youtube.com21Cited on 21 of the queries we tested.
reddit.com17Cited on 17 of the queries we tested.
howdygo.com13Cited on 13 of the queries we tested.
arcade.software12Cited on 12 of the queries we tested.
navattic.com12Cited on 12 of the queries we tested.
reprise.com11Cited on 11 of the queries we tested.
demoboost.com9Cited on 9 of the queries we tested.
saleo.io9Cited on 9 of the queries we tested.
g2.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Walnut 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 Walnut on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
goconsensus.comCited on 22 of the tested queries.
youtube.comCited on 21 of the tested queries.
reddit.comCited on 17 of the tested queries.
howdygo.comCited on 13 of the tested queries.
arcade.softwareCited on 12 of the tested queries.
navattic.comCited on 12 of the tested queries.
reprise.comCited on 11 of the tested queries.
demoboost.comCited on 9 of the tested queries.
Key observation
goconsensus.com is the most-cited source across the queries Walnut 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 Product Tour, Presales Enablement.
  • 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.