A look at how Steadybit 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.
Steadybit is cited in 5 of 39 AI answers. It shows up on Steadybit. It is absent on Reliability Testing, Fault Injection, Resilience Testing.
AI answers fire on 100% of tracked queries, yet Steadybit is quoted in only 13% of them. When it does appear, it sits as a listed provider, rarely the lead source.
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Differentiators it leads with: Chaos Engineering, Reliability Testing, Fault Injection, Resilience Testing.
Cited as a provider on Steadybit queries.
Appears alongside youtube.com, gremlin.com, harness.io.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Steadybit | Owned | comparison |
| Chaos Engineering | Partial | positioning |
| Reliability Testing | Invisible | positioning |
| Fault Injection | Invisible | positioning |
| Resilience Testing | Invisible | positioning |
| Kubernetes Chaos Testing | Invisible | positioning |
Problem Aware. Overview queries: Steadybit appears on 1 of 6 themes.
Solution Aware. Owned on Steadybit; absent on Reliability Testing, Fault Injection, Resilience Testing.
Alternatives. 8 themes name the brand without citing it; 26 queries answer without it at all.
Executed by AUQ for B2B SaaS teams with the same gaps this audit found.
39 queries across branded, positioning, and comparison intent. "Cited" means Steadybit'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.
| Query | Steadybit in the AI answer | Top sources cited |
|---|---|---|
| best chaos engineering | Absent | harness.io, gartner.com, ibm.com |
| chaos engineering vendors | Named, not cited | hcltech.com, itechguides.com, aws.amazon.com |
| chaos engineering solutions | Absent | opentext.com, ibm.com, cloud.google.com |
| chaos engineering software | Named, not cited | ibm.com, gartner.com, github.com |
| chaos engineering platform | Named, not cited | youtube.com, blog.consol.de, chaos-mesh.org |
| top chaos engineering providers | Named, not cited | harness.io, avekshaa.com, marketsandmarkets.com |
| chaos engineering comparison | Named, not cited | discuss.google.dev, learn.microsoft.com, nagarro.com |
| best reliability testing | Absent | instrumental.com, clutch.co, testmuai.com |
| reliability testing vendors | Absent | relteck.com, ansys.synopsys.com, atslab.com |
| reliability testing solutions | Absent | reliability-testing.com, atslab.com, relteck.com |
| reliability testing software | Absent | geeksforgeeks.org, hbkworld.com, tricentis.com |
| reliability testing platform | Named, not cited | gremlin.com, tricentis.com, testmuai.com |
| top reliability testing providers | Absent | clutch.co, goodfirms.co, superbcompanies.com |
| reliability testing comparison | Absent | pmc.ncbi.nlm.nih.gov, accendoreliability.com, testsigma.com |
| best fault injection | Absent | keysight.com, hnsecurity.it, politesi.polimi.it |
| fault injection vendors | Absent | aws.amazon.com, avekshaa.com, keysight.com |
| fault injection solutions | Absent | tutorialsdojo.com, aws.amazon.com, research.birmingham.ac.uk |
| fault injection software | Absent | microsoft.github.io, geeksforgeeks.org, embitel.com |
| fault injection platform | Absent | dl.acm.org, github.com, reddit.com |
| top fault injection providers | Named, not cited | gartner.com, keysight.com, reddit.com |
| fault injection comparison | Absent | ieeexplore.ieee.org, cse.chalmers.se, dl.acm.org |
| best resilience testing | Absent | harness.io, psychologytoday.com, nagarro.com |
| resilience testing vendors | Absent | rapidscale.com, developer.harness.io, harness.io |
| resilience testing solutions | Absent | nagarro.com, harness.io, gremlin.com |
| resilience testing software | Absent | harness.io, tricentis.com, youtube.com |
| resilience testing platform | Named, not cited | linkedin.com, devops.stackexchange.com, commvault.com |
| top resilience testing providers | Absent | finance.yahoo.com, commvault.com, veeam.com |
| resilience testing comparison | Absent | harness.io, gremlin.com, youtube.com |
| best kubernetes chaos testing | Absent | chaos-mesh.org, harness.io, testkube.io |
| kubernetes chaos testing vendors | Cited | developer.harness.io, cncf.io, testmuai.com |
| kubernetes chaos testing solutions | Absent | developer.harness.io, prnewswire.com, linkedin.com |
| kubernetes chaos testing software | Absent | chaos-mesh.org, reddit.com, litmuschaos.io |
| kubernetes chaos testing platform | Absent | chaos-mesh.org, github.com, litmuschaos.io |
| top kubernetes chaos testing providers | Absent | gremlin.com, testkube.io, vcluster.com |
| kubernetes chaos testing comparison | Absent | medium.com, libhunt.com, faun.dev |
| alternatives to Steadybit | Cited | gartner.com, vioscale.ai, sourceforge.net |
| Steadybit vs Gremlin | Cited | steadybit.com, gremlin.com, medium.com |
| Steadybit vs Harness Chaos Engineering | Cited | steadybit.com, harness.io, reddit.com |
| Steadybit vs LitmusChaos | Cited | steadybit.com, gremlin.com, parse.gl |
Steadybit is cited in 5 of the 39 AI answers we triggered.
Steadybit presents as chaos engineering, reliability testing, fault injection, resilience testing, Kubernetes chaos testing. AI Overviews cite it on Steadybit and it is absent on Reliability Testing, Fault Injection, Resilience Testing.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 29 | Cited on 29 of the queries we tested. |
| gremlin.com | 24 | Cited on 24 of the queries we tested. |
| harness.io | 15 | Cited on 15 of the queries we tested. |
| github.com | 13 | Cited on 13 of the queries we tested. |
| reddit.com | 11 | Cited on 11 of the queries we tested. |
| chaos-mesh.org | 10 | Cited on 10 of the queries we tested. |
| medium.com | 9 | Cited on 9 of the queries we tested. |
| gartner.com | 8 | Cited on 8 of the queries we tested. |
| aws.amazon.com | 8 | Cited on 8 of the queries we tested. |
| litmuschaos.io | 8 | Cited on 8 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Steadybit on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 29 of the tested queries. |
| gremlin.com | Cited on 24 of the tested queries. |
| harness.io | Cited on 15 of the tested queries. |
| github.com | Cited on 13 of the tested queries. |
| reddit.com | Cited on 11 of the tested queries. |
| chaos-mesh.org | Cited on 10 of the tested queries. |
| medium.com | Cited on 9 of the tested queries. |
| gartner.com | Cited on 8 of the tested queries. |