GEO AUDIT  ·  BRAND-ONLY

Pump.

A look at how Pump 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.

Sitepump.co
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 4, 2026  ·  by AUQ
AI Visibility Score
6
out of 100. Absent band. Pump is cited in 0 of 36 AI answers. It is absent on Cloud Cost Optimization, Aws Cost Management, Finops.
Verified AI Overview citations
0
Pump's brand is cited in 0 of the 36 AI-answer queries we tested.
AI answer trigger rate
92%
Google's AI answer box fires on 36 of 39 tracked queries.
Citation rate when AI answers
0%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Pump scores 6 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Pump is cited in 0 of 36 AI answers. It is absent on Cloud Cost Optimization, Aws Cost Management, Finops.

AI answers fire on 92% of tracked queries, yet Pump is quoted in only 0% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
6
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear92 / 100
  • Inclusion in category answers11 / 100
  • Quality of placement when cited30 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth0 / 100
  • Your pages being quoted0 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Cloud Cost Optimization

Pump - The Intelligent Cloud Platform Product Why Pump Resources Pricing Log In Sign Up Book a Demo Product Why Pump Resources Pricing Log In Sign Up Book a Demo FREE CLOUD FREE CLOUD SAVINGS SECURITY VISIBILITY INSIGHTS 30%* * Average cloupump.co, 2026

Differentiators it leads with: Cloud Cost Optimization, AWS Cost Management, FinOps, Cloud Spend Reduction.

What Google's AI says

Limited AI Overview presence

Rarely cited as a source in AI answers.
Appears alongside youtube.com, reddit.com, prosperops.com.
The core gap
Pump presents as cloud cost optimization, AWS cost management, FinOps, cloud spend reduction, reserved instance management. AI Overviews cite it on few queries and it is absent on Cloud Cost Optimization, Aws Cost Management, Finops.
Words AI uses for the brand
none surfaced
The brand's own pillars that AI omits
Cloud Cost OptimizationAws Cost ManagementFinopsCited 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
PumpPartialcomparison
Cloud Cost OptimizationInvisiblepositioning
Aws Cost ManagementInvisiblepositioning
FinopsInvisiblepositioning
Cloud Spend ReductionInvisiblepositioning
Reserved Instance ManagementInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Pump appears on 0 of 6 themes.

Solution Aware. Owned on few; absent on Cloud Cost Optimization, Aws Cost Management, Finops.

Alternatives. 4 themes name the brand without citing it; 32 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
36
92% of tracked queries trigger an AI Overview.
Times brand cited
0
0% citation rate when AI answers.
Total brand mentions
4
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 Pump'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.

QueryTypePump in the AI answerTop sources cited
best cloud cost optimizationPositioningAbsentreddit.com, usage.ai, cloudaware.com
cloud cost optimization vendorsPositioningAbsentgartner.com, usage.ai, flexera.com
cloud cost optimization solutionsPositioningAbsentibm.com, reddit.com, flexera.com
cloud cost optimization softwarePositioningAbsentgartner.com, usage.ai, vantage.sh
cloud cost optimization platformPositioningAbsentusage.ai, vantage.sh, flexera.com
top cloud cost optimization providersPositioningAbsentusage.ai, cloudaware.com, vantage.sh
cloud cost optimization comparisonPositioningAbsentusage.ai, reddit.com, pointfive.co
best aws cost managementPositioningNo AI answer
aws cost management vendorsPositioningAbsentaws.amazon.com, reddit.com, docs.aws.amazon.com
aws cost management solutionsPositioningAbsentaws.amazon.com, prosperops.com, docs.aws.amazon.com
aws cost management softwarePositioningAbsentdocs.aws.amazon.com, aws.amazon.com, prosperops.com
aws cost management platformPositioningAbsentdocs.aws.amazon.com, aws.amazon.com, prosperops.com
top aws cost management providersPositioningAbsentaws.amazon.com, prosperops.com, docs.aws.amazon.com
aws cost management comparisonPositioningAbsentdocs.aws.amazon.com, finout.io, john-pratt.com
best finopsPositioningAbsentgartner.com, turbo360.com, pointfive.co
finops vendorsPositioningAbsentfinops.org, obsium.io, gartner.com
finops solutionsPositioningAbsentfinout.io, ibm.com, cloudaware.com
finops softwarePositioningAbsentibm.com, gartner.com, flexera.com
finops platformPositioningAbsentreddit.com, gartner.com, platformengineering.org
top finops providersPositioningAbsentreddit.com, vantage.sh, gartner.com
finops comparisonPositioningAbsentyoutube.com, cloudaware.com, automat-it.com
best cloud spend reductionPositioningAbsentsplunk.com, usage.ai, cloudaware.com
cloud spend reduction vendorsPositioningAbsentflexera.com, usage.ai, g2.com
cloud spend reduction solutionsPositioningAbsentmanageengine.com, hashicorp.com, flexera.com
cloud spend reduction softwarePositioningAbsentgartner.com, datadoghq.com, flexera.com
cloud spend reduction platformPositioningAbsentreddit.com, harness.io, flexera.com
top cloud spend reduction providersPositioningAbsentreddit.com, splunk.com, finout.io
cloud spend reduction comparisonPositioningNo AI answer
best reserved instance managementPositioningAbsentreddit.com, nops.io, prosperops.com
reserved instance management vendorsPositioningAbsentnops.io, linkedin.com, g2.com
reserved instance management solutionsPositioningAbsentmissioncloud.com, cloudkeeper.com, nops.io
reserved instance management softwarePositioningAbsentreddit.com, nops.io, azure.microsoft.com
reserved instance management platformPositioningAbsentnops.io, cloudkeeper.com, g2.com
top reserved instance management providersPositioningAbsentprosperops.com, nops.io, g2.com
reserved instance management comparisonPositioningNo AI answer
alternatives to PumpComparisonNamed, not citedreddit.com, merriam-webster.com, hydrohelp911.com
Pump vs VantageComparisonNamed, not citedvantagepump.com, verderliquids.com, spoolperformance.com
Pump vs CloudZeroComparisonNamed, not citeddocs.cloudzero.com, cloudaware.com, slashdot.org
Pump vs ZestyComparisonNamed, not citedamazon.com, g2.com, taloflow.ai
THREE FINDINGS THAT MATTER
01

The brand is missing from 100% of AI-answer queries

Pump is cited in 0 of the 36 AI answers we triggered.

02

AI misreads the category

Pump presents as cloud cost optimization, AWS cost management, FinOps, cloud spend reduction, reserved instance management. AI Overviews cite it on few queries and it is absent on Cloud Cost Optimization, Aws Cost Management, Finops.

TOP THREE MOVES
01

Win presence on Cloud Cost Optimization

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
youtube.com24Cited on 24 of the queries we tested.
reddit.com18Cited on 18 of the queries we tested.
prosperops.com18Cited on 18 of the queries we tested.
cloudaware.com17Cited on 17 of the queries we tested.
finout.io17Cited on 17 of the queries we tested.
usage.ai16Cited on 16 of the queries we tested.
ibm.com14Cited on 14 of the queries we tested.
flexera.com13Cited on 13 of the queries we tested.
amnic.com11Cited on 11 of the queries we tested.
gartner.com11Cited on 11 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Pump 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 Pump on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 24 of the tested queries.
reddit.comCited on 18 of the tested queries.
prosperops.comCited on 18 of the tested queries.
cloudaware.comCited on 17 of the tested queries.
finout.ioCited on 17 of the tested queries.
usage.aiCited on 16 of the tested queries.
ibm.comCited on 14 of the tested queries.
flexera.comCited on 13 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Pump 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 Cloud Cost Optimization, Aws Cost Management, Finops.
  • 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.