GEO AUDIT  ·  BRAND-ONLY

Spacebar.

A look at how Spacebar 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.

Sitespacebar.ai
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedJune 20, 2026  ·  by AUQ
AI Visibility Score
11
out of 100. Absent band. Spacebar is cited in 2 of 38 AI answers. It shows up on Spacebar. It is absent on Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.
Verified AI Overview citations
2
Spacebar's brand is cited in 2 of the 38 AI-answer queries we tested.
AI answer trigger rate
97%
Google's AI answer box fires on 38 of 39 tracked queries.
Citation rate when AI answers
5%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Spacebar scores 11 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Spacebar is cited in 2 of 38 AI answers. It shows up on Spacebar. It is absent on Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.

AI answers fire on 97% of tracked queries, yet Spacebar is quoted in only 5% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
11
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear97 / 100
  • Inclusion in category answers11 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted5 / 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
SpacebarOwnedcomparison
Ai Agent InfrastructureInvisiblepositioning
Real-Time Collaboration PlatformInvisiblepositioning
Multimodal Ai PlatformInvisiblepositioning
Ai Agent RuntimeInvisiblepositioning
Human-Ai Collaboration SoftwareInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Spacebar appears on 1 of 6 themes.

Solution Aware. Owned on Spacebar; absent on Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.

Alternatives. 2 themes name the brand without citing it; 34 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
38
97% of tracked queries trigger an AI Overview.
Times brand cited
2
5% citation rate when AI answers.
Total brand mentions
4
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.

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 Spacebar'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.

QueryTypeSpacebar in the AI answerTop sources cited
best ai agent infrastructurePositioningAbsentnimbleway.com, augmentcode.com, github.com
ai agent infrastructure vendorsPositioningAbsentmadrona.com, getorchestra.io, ibm.com
ai agent infrastructure solutionsPositioningAbsentitential.com, aws.amazon.com, agentuity.com
ai agent infrastructure softwarePositioningAbsentmadrona.com, cycode.com, youtube.com
ai agent infrastructure platformPositioningAbsentyoutube.com, bunnyshell.com, fast.io
top ai agent infrastructure providersPositioningAbsentmadrona.com, jadasquad.com, digitalocean.com
ai agent infrastructure comparisonPositioningAbsentredis.io, nimbleway.com, introl.com
best real-time collaboration platformPositioningAbsentslack.com, reclaim.ai, microsoft.com
real-time collaboration platform vendorsPositioningAbsentslack.com, cloudcommunications.com, jabra.com
real-time collaboration platform solutionsPositioningAbsentslack.com, getstream.io, engageforsuccess.org
real-time collaboration platform softwarePositioningAbsentslack.com, mentimeter.com, reclaim.ai
real-time collaboration platform platformPositioningAbsentslack.com, lucidlink.com, reclaim.ai
top real-time collaboration platform providersPositioningAbsentslack.com, mentimeter.com, lucidlink.com
real-time collaboration platform comparisonPositioningAbsentreclaim.ai, slack.com, overboard.studio
best multimodal ai platformPositioningAbsentsiliconflow.com, cloud.google.com, graygrids.com
multimodal ai platform vendorsPositioningAbsenttiledb.com, siliconflow.com, thirdeyedata.ai
multimodal ai platform solutionsPositioningAbsentcloud.google.com, siliconflow.com, youtube.com
multimodal ai platform softwarePositioningAbsentsiliconflow.com, ibm.com, thenewstack.io
multimodal ai platform platformPositioningAbsentsiliconflow.com, tiledb.com, youtube.com
top multimodal ai platform providersPositioningAbsentmixpeek.com, thirdeyedata.ai, siliconflow.com
multimodal ai platform comparisonPositioningNo AI answer
best ai agent runtimePositioningAbsentnorthflank.com, agyn.io, youtube.com
ai agent runtime vendorsPositioningAbsentinfrastartups.com, guild.ai, northflank.com
ai agent runtime solutionsPositioningAbsentdocs.cloud.google.com, github.com, northflank.com
ai agent runtime softwarePositioningAbsentuxmag.com, agentuity.com, github.com
ai agent runtime platformPositioningAbsentdocs.cloud.google.com, uxmag.com, northflank.com
top ai agent runtime providersPositioningAbsentnorthflank.com, langchain.com, fast.io
ai agent runtime comparisonPositioningAbsentyoutube.com, northflank.com, credal.ai
best human-ai collaboration softwarePositioningAbsentvibe.us, youtube.com, glean.com
human-ai collaboration software vendorsPositioningAbsentsalesforce.com, ibm.com, blog.box.com
human-ai collaboration software solutionsPositioningAbsentsalesforce.com, youtube.com, smf.co.uk
human-ai collaboration software softwarePositioningAbsentvibe.us, blog.workday.com, larksuite.com
human-ai collaboration software platformPositioningAbsentblog.box.com, genesys.com, youtube.com
top human-ai collaboration software providersPositioningAbsentaugmentcode.com, vibe.us, blog.box.com
human-ai collaboration software comparisonPositioningAbsentibm.com, mitsloan.mit.edu, peoplemanagingpeople.com
alternatives to SpacebarComparisonNamed, not citedautohotkey.com, superuser.com, ergoweb.com
Spacebar vs DustComparisonNamed, not citedreddit.com, facebook.com, insider.razer.com
Spacebar vs BrowserbaseComparisonCitedyoutube.com, browserbase.com, docs.browserbase.com
Spacebar vs Browser UseComparisonCitedforum.vivaldi.net, forums.linuxmint.com, en.wikipedia.org
THREE FINDINGS THAT MATTER
01

The brand is missing from 95% of AI-answer queries

Spacebar is cited in 2 of the 38 AI answers we triggered.

02

AI misreads the category

Spacebar presents as ai agent infrastructure, real-time collaboration platform, multimodal ai platform, ai agent runtime, human-ai collaboration software. AI Overviews cite it on Spacebar and it is absent on Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.

TOP THREE MOVES
01

Win presence on Ai Agent Infrastructure

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

Ai Agent Infrastructure

Spacebar: Runtime for Real-Time Multimodal AI Agents The platform For AI Labs Shared Browser Contact us 00 Overview Take 12+ months off your AI roadmap. "Spacebar is the substrate the next generation of AI products will be built on. Muspacebar.ai, 2026

Differentiators it leads with: Pencil Spaces, Shared Browser, Ai Agent Infrastructure, Real-Time Collaboration Platform.

What Google's AI says

Recognized in AI answers for Spacebar

Cited as a provider on Spacebar queries.
Appears alongside youtube.com, reddit.com, medium.com.
The core gap
Spacebar presents as ai agent infrastructure, real-time collaboration platform, multimodal ai platform, ai agent runtime, human-ai collaboration software. AI Overviews cite it on Spacebar and it is absent on Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.
Words AI uses for the brand
Spacebar
The brand's own pillars that AI omits
Ai Agent InfrastructureReal-Time Collaboration PlatformMultimodal Ai PlatformCited 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
youtube.com27Cited on 27 of the queries we tested.
reddit.com14Cited on 14 of the queries we tested.
medium.com12Cited on 12 of the queries we tested.
ibm.com10Cited on 10 of the queries we tested.
agentuity.com10Cited on 10 of the queries we tested.
slack.com10Cited on 10 of the queries we tested.
fast.io9Cited on 9 of the queries we tested.
linkedin.com9Cited on 9 of the queries we tested.
northflank.com9Cited on 9 of the queries we tested.
vibe.us9Cited on 9 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Spacebar 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 Spacebar on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 27 of the tested queries.
reddit.comCited on 14 of the tested queries.
medium.comCited on 12 of the tested queries.
ibm.comCited on 10 of the tested queries.
agentuity.comCited on 10 of the tested queries.
slack.comCited on 10 of the tested queries.
fast.ioCited on 9 of the tested queries.
linkedin.comCited on 9 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Spacebar 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 Ai Agent Infrastructure, Real-Time Collaboration Platform, Multimodal Ai Platform.
  • 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.