GEO AUDIT  ·  BRAND-ONLY

GrowthBook.

A look at how GrowthBook 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.

Sitegrowthbook.io
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 21, 2026  ·  by AUQ
AI Visibility Score
61
out of 100. Competitive band. GrowthBook is cited in 20 of 39 AI answers. It shows up on A/B Testing, Experimentation, Feature Management. It is absent on Feature Flags, Product Analytics.
Verified AI Overview citations
20
GrowthBook'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

GrowthBook scores 61 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

GrowthBook is cited in 20 of 39 AI answers. It shows up on A/B Testing, Experimentation, Feature Management. It is absent on Feature Flags, Product Analytics.

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

AI Visibility Score
61
Competitive band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers54 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand83 / 100
  • Topic coverage breadth67 / 100
  • Your pages being quoted51 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

A/B Testing

GrowthBook | Experimentation, Feature Flags & Product Analytics Platform Live Group Demo | Led by a GrowthBook technical expert → Choose Your Date Products Product Experimentation Feature Flags Product Analytics Platform Warehouse Nativgrowthbook.io, 2026

Differentiators it leads with: A/B Testing, Feature Flags, Experimentation, Product Analytics.

What Google's AI says

Recognized in AI answers for A/B Testing, Experimentation, Feature Management

Cited as a provider on A/B Testing, Experimentation, Feature Management queries.
Appears alongside reddit.com, amplitude.com, youtube.com.
The core gap
GrowthBook presents as A/B testing, feature flags, experimentation, product analytics, feature management. AI Overviews cite it on A/B Testing, Experimentation, Feature Management and it is absent on Feature Flags, Product Analytics.
Words AI uses for the brand
A/B TestingExperimentationFeature Management
The brand's own pillars that AI omits
Feature FlagsProduct AnalyticsCited 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
A/B TestingOwnedpositioning
ExperimentationOwnedpositioning
Feature ManagementOwnedpositioning
GrowthbookOwnedcomparison
Feature FlagsInvisiblepositioning
Product AnalyticsInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: GrowthBook appears on 4 of 6 themes.

Solution Aware. Owned on A/B Testing, Experimentation, Feature Management; absent on Feature Flags, Product Analytics.

Alternatives. 1 themes name the brand without citing it; 18 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
21
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 GrowthBook'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.

QueryTypeGrowthBook in the AI answerTop sources cited
best a/b testingPositioningCitedreddit.com, optimizely.com, coursera.org
a/b testing vendorsPositioningCitedgartner.com, speero.com, coursera.org
a/b testing solutionsPositioningCitedgartner.com, optimizely.com, salesforce.com
a/b testing softwarePositioningAbsentreddit.com, coursera.org, mida.so
a/b testing platformPositioningCitedcoursera.org, optimizely.com, amplitude.com
top a/b testing providersPositioningAbsentgartner.com, coursera.org, reddit.com
a/b testing comparisonPositioningAbsenten.wikipedia.org, optimizely.com, mixpanel.com
best feature flagsPositioningAbsentreddit.com, launchdarkly.com, youtube.com
feature flags vendorsPositioningAbsentreddit.com, flagsmith.com, configcat.com
feature flags solutionsPositioningNamed, not citedreddit.com, octopus.com, amplitude.com
feature flags softwarePositioningAbsentreddit.com, launchdarkly.com, flagsmith.com
feature flags platformPositioningAbsentreddit.com, launchdarkly.com, octopus.com
top feature flags providersPositioningCitedreddit.com, kameleoon.com, octopus.com
feature flags comparisonPositioningCitedlaunchdarkly.com, devops.stackexchange.com, harness.io
best experimentationPositioningCitedstatsig.com, growthbook.io, optimizely.com
experimentation vendorsPositioningCiteddavidleemannheim.medium.com, growthbook.io, optimizely.com
experimentation solutionsPositioningAbsentundp.org, amplitude.com, optimizely.com
experimentation softwarePositioningAbsentstatease.com, psychopy.org, en.wikipedia.org
experimentation platformPositioningCitedamplitude.com, vwo.com, statsig.com
top experimentation providersPositioningCitedconvert.com, amplitude.com, gartner.com
experimentation comparisonPositioningAbsentnature.com, courses.lumenlearning.com, youtube.com
best product analyticsPositioningAbsentreddit.com, maze.co, amplitude.com
product analytics vendorsPositioningAbsentgartner.com, mixpanel.com, pendo.io
product analytics solutionsPositioningAbsentpendo.io, reddit.com, heap.io
product analytics softwarePositioningAbsentreddit.com, gainsight.com, cpoclub.com
product analytics platformPositioningAbsentamplitude.com, reddit.com, gartner.com
top product analytics providersPositioningAbsentgartner.com, productschool.com, gainsight.com
product analytics comparisonPositioningAbsentyoutube.com, mixpanel.com, amplitude.com
best feature managementPositioningCitedreddit.com, kameleoon.com, getunleash.io
feature management vendorsPositioningCitedlaunchdarkly.com, gartner.com, getunleash.io
feature management solutionsPositioningCitedlaunchdarkly.com, getunleash.io, gartner.com
feature management softwarePositioningCitedlaunchdarkly.com, gartner.com, getunleash.io
feature management platformPositioningAbsentgetunleash.io, launchdarkly.com, gartner.com
top feature management providersPositioningCitedkameleoon.com, getunleash.io, gartner.com
feature management comparisonPositioningCitedgartner.com, flagsmith.com, devopsschool.com
alternatives to GrowthBookComparisonCitedconfidence.spotify.com, flagsmith.com, growthbook.io
GrowthBook vs StatsigComparisonCitedstatsig.com, growthbook.io, dripagency.de
GrowthBook vs LaunchDarklyComparisonCitedgrowthbook.io, statsig.com, opensourcealternatives.to
GrowthBook vs OptimizelyComparisonCitedgrowthbook.io, statsig.com, atticusli.com
THREE FINDINGS THAT MATTER
01

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

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

02

AI misreads the category

GrowthBook presents as A/B testing, feature flags, experimentation, product analytics, feature management. AI Overviews cite it on A/B Testing, Experimentation, Feature Management and it is absent on Feature Flags, Product Analytics.

TOP THREE MOVES
01

Win presence on Feature Flags

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
reddit.com14Cited on 14 of the queries we tested.
amplitude.com14Cited on 14 of the queries we tested.
youtube.com12Cited on 12 of the queries we tested.
gainsight.com7Cited on 7 of the queries we tested.
learn.g2.com6Cited on 6 of the queries we tested.
launchdarkly.com6Cited on 6 of the queries we tested.
gartner.com5Cited on 5 of the queries we tested.
mixpanel.com5Cited on 5 of the queries we tested.
cpoclub.com5Cited on 5 of the queries we tested.
productschool.com5Cited on 5 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations GrowthBook 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 GrowthBook on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
reddit.comCited on 14 of the tested queries.
amplitude.comCited on 14 of the tested queries.
youtube.comCited on 12 of the tested queries.
gainsight.comCited on 7 of the tested queries.
learn.g2.comCited on 6 of the tested queries.
launchdarkly.comCited on 6 of the tested queries.
gartner.comCited on 5 of the tested queries.
mixpanel.comCited on 5 of the tested queries.
Key observation
reddit.com is the most-cited source across the queries GrowthBook 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 Feature Flags, Product Analytics.
  • 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.