A look at how IBM 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.
IBM is cited in 20 of 38 AI answers. It shows up on Enterprise Ai, Hybrid Cloud, Mainframe. It is absent on Data And Analytics.
AI answers fire on 97% of tracked queries, yet IBM is quoted in only 53% of them. When it does appear, it sits as a listed provider, rarely the lead source.
IBM --> Serving smart engagement Get closer than courtside with IBM and the US Open. See how AI converts data into intelligence, turning billions of data points into meaningful engagement and business value. Step into smarter play Turn AI iibm.com, 2026
Differentiators it leads with: Watsonx, Enterprise AI, Hybrid Cloud, IT Consulting.
Cited as a provider on Enterprise Ai, Hybrid Cloud, Mainframe queries.
Appears alongside youtube.com, YouTube, gartner.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Enterprise Ai | Owned | positioning |
| Hybrid Cloud | Owned | positioning |
| Mainframe | Owned | positioning |
| Ibm | Owned | comparison |
| It Consulting | Partial | positioning |
| Data And Analytics | Invisible | positioning |
Problem Aware. overview queries: IBM appears on 4 of 6 themes.
Solution Aware. Owned on Enterprise Ai, Hybrid Cloud, Mainframe; absent on Data And Analytics.
Alternatives. 8 themes name the brand without citing it; 10 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means IBM'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 | Type | IBM in the AI answer | Top sources cited |
|---|---|---|---|
| best enterprise ai | Positioning | Cited | noxus.ai, stackai.com, bubble.io |
| enterprise ai vendors | Positioning | Named, not cited | cloud.google.com, aws.amazon.com, stackai.com |
| enterprise ai solutions | Positioning | Cited | ibm.com, cloud.google.com, c3.ai |
| enterprise ai software | Positioning | Named, not cited | nvidia.com, c3.ai, publicissapient.com |
| enterprise ai platform | Positioning | Absent | reddit.com, nvidia.com, c3.ai |
| top enterprise ai providers | Positioning | Cited | forbes.com, stackai.com, linkedin.com |
| enterprise ai comparison | Positioning | Named, not cited | coworker.ai, stackai.com, stackcyber.com |
| best hybrid cloud | Positioning | Cited | cloud.google.com, cloudian.com, emma.ms |
| hybrid cloud vendors | Positioning | Cited | datacentremagazine.com, azure.microsoft.com, ibm.com |
| hybrid cloud solutions | Positioning | Cited | ibm.com, azure.microsoft.com, cloud.google.com |
| hybrid cloud software | Positioning | Cited | ibm.com, cloudian.com, oracle.com |
| hybrid cloud platform | Positioning | Cited | azure.microsoft.com, nutanix.com, cloud.google.com |
| top hybrid cloud providers | Positioning | Cited | datacentremagazine.com, empist.com, cloudtoggle.com |
| hybrid cloud comparison | Positioning | Absent | azure.microsoft.com, hpe.com, aerospike.com |
| best it consulting | Positioning | Named, not cited | vault.com, consulting.us, hireinsouth.com |
| it consulting vendors | Positioning | No AI answer | |
| it consulting solutions | Positioning | Absent | consultingsolutions.com, linkedin.com, itsolutions-inc.com |
| it consulting software | Positioning | Absent | deltek.com, introhive.com, netsuite.com |
| it consulting platform | Positioning | Cited | ibm.com, improving.com, bain.com |
| top it consulting providers | Positioning | Named, not cited | vault.com, casebasix.com, bdemerson.com |
| it consulting comparison | Positioning | Named, not cited | accedia.com, kore1.com, hireinsouth.com |
| best mainframe | Positioning | Cited | forum.vcfed.org, corsactech.com, ibm.com |
| mainframe vendors | Positioning | Cited | reddit.com, lookupmainframesoftware.com, corsactech.com |
| mainframe solutions | Positioning | Cited | ibm.com, bmc.com, broadcom.com |
| mainframe software | Positioning | Cited | broadcom.com, ibm.com, reddit.com |
| mainframe platform | Positioning | Cited | ibm.com, en.wikipedia.org, planetmainframe.com |
| top mainframe providers | Positioning | Cited | corsactech.com, datastealth.io, quora.com |
| mainframe comparison | Positioning | Cited | suse.com, planetmainframe.com, reddit.com |
| best data and analytics | Positioning | Absent | skyvia.com, splunk.com, gartner.com |
| data and analytics vendors | Positioning | Absent | indatalabs.com, skillifysolutions.com, gartner.com |
| data and analytics solutions | Positioning | Absent | splunk.com, cloud.google.com, coursera.org |
| data and analytics software | Positioning | Absent | ischool.syracuse.edu, splunk.com, comptia.org |
| data and analytics platform | Positioning | Absent | databricks.com, gartner.com, tableau.com |
| top data and analytics providers | Positioning | Named, not cited | skillifysolutions.com, indatalabs.com, crn.com |
| data and analytics comparison | Positioning | Absent | ischool.syracuse.edu, reddit.com, online.hbs.edu |
| alternatives to IBM | Comparison | Cited | reddit.com, gartner.com, mbaskool.com |
| IBM vs Accenture | Comparison | Named, not cited | reddit.com, quora.com, linkedin.com |
| IBM vs Microsoft | Comparison | Cited | quora.com, youtube.com, ibm.com |
| IBM vs Oracle | Comparison | Cited | finance.yahoo.com, ibm.com, seekingalpha.com |
IBM is cited in 20 of the 38 AI answers we triggered.
IBM presents as enterprise AI, hybrid cloud, IT consulting, mainframe, data and analytics. AI Overviews cite it on Enterprise Ai, Hybrid Cloud, Mainframe and it is absent on Data And Analytics.
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 | 7 | Cited on 7 of the queries we tested. |
| YouTube | 7 | Cited on 7 of the queries we tested. |
| gartner.com | 6 | Cited on 6 of the queries we tested. |
| Gartner | 6 | Cited on 6 of the queries we tested. |
| cloud.google.com | 4 | Cited on 4 of the queries we tested. |
| reddit.com | 4 | Cited on 4 of the queries we tested. |
| 4 | Cited on 4 of the queries we tested. | |
| vault.com | 4 | Cited on 4 of the queries we tested. |
| aws.amazon.com | 3 | Cited on 3 of the queries we tested. |
| noxus.ai | 3 | Cited on 3 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of IBM on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 7 of the tested queries. |
| YouTube | Cited on 7 of the tested queries. |
| gartner.com | Cited on 6 of the tested queries. |
| Gartner | Cited on 6 of the tested queries. |
| cloud.google.com | Cited on 4 of the tested queries. |
| reddit.com | Cited on 4 of the tested queries. |
| Cited on 4 of the tested queries. | |
| vault.com | Cited on 4 of the tested queries. |