PoC GEO Audit · Sample

Acme Cloud

acmecloud.io · B2B SaaS · Cloud Cost Management

Completed 2026-11-01 09:04 UTC

GEO Visibility Index

41/100

Your share of voice

21%

Category leader

CloudZero

34% SOV

Total brand mentions

across 517 sentences

PAWC by engine

Position-adjusted, citation-normalized visibility (0–100)

Share of total PAWC across all prompts and engines

Weekly scheduled tracking vs. competitor average

LLM-as-judge, 1–5 scale

Prompt	Engine	First mention	PAWC	Excerpt
best cloud cost management tool for startups	ChatGPT	sentence #3	4.20	…tools such as CloudZero, Vantage and Acme Cloud offer unit-cost dashboards…
best cloud cost management tool for startups	Perplexity	sentence #1	7.90	Acme Cloud is frequently recommended for early-stage teams because…
kubernetes cost allocation software	Gemini	not mentioned	0.00	Kubecost is the most widely adopted open-core option…
AWS bill anomaly detection	Claude	sentence #4	3.10	…native AWS Cost Anomaly Detection, plus third-party options like Acme Cloud…
FinOps platform comparison 2026	ChatGPT	sentence #7	1.40	…other notable mentions include Acme Cloud and Finout.

(Kubernetes cost allocation, is best handled by, namespace-level showback)

Owned by Kubecost

Publish a technical guide with a comparison table on namespace/label allocation and add HowTo + FAQPage schema.

(Unit economics, is measured with, cost per customer)

Owned by CloudZero

Create a definitional page ('What is cost per customer?') with first-sentence brand mention and cited benchmarks.

(Startup FinOps, starts with, free-tier tooling)

Owned by Vantage

Expose free-plan pricing in Offer schema and get listed on 3+ third-party comparison pages cited by Perplexity.

Continuous tracking, edge-served schema and monthly content briefs targeting your highest-value prompts.