A look at how AUI 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.
AUI is cited in 3 of 39 AI answers. It shows up on Aui. It is absent on Enterprise Ai Agents, Conversational Ai, Neuro-Symbolic Ai.
AI answers fire on 100% of tracked queries, yet AUI is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.
AUI | Apollo-1: The First Neuro-Symbolic Model We raised $20M at a $750M valuation Read More T e c h n o l o g y T e c h n o l o g y P r o d u c t P r o d u c t P r i c i n g P r i c i n g C o m p a n y C o m p a n y B l o g B l o g R e q uaui.io, 2026
Differentiators it leads with: Apollo-1, Enterprise AI Agents, Conversational AI, Neuro-Symbolic AI.
Cited as a provider on Aui queries.
Appears alongside youtube.com, ibm.com, reddit.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Aui | Owned | comparison |
| Enterprise Ai Agents | Invisible | positioning |
| Conversational Ai | Invisible | positioning |
| Neuro-Symbolic Ai | Invisible | positioning |
| Reasoning Agents | Invisible | positioning |
| Ai Foundation Model | Invisible | positioning |
Problem Aware. overview queries: AUI appears on 1 of 6 themes.
Solution Aware. Owned on Aui; absent on Enterprise Ai Agents, Conversational Ai, Neuro-Symbolic Ai.
Alternatives. 1 themes name the brand without citing it; 35 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means AUI'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 | AUI in the AI answer | Top sources cited |
|---|---|---|---|
| best enterprise ai agents | Positioning | Absent | sanalabs.com, vellum.ai, moveworks.com |
| enterprise ai agents vendors | Positioning | Absent | rasa.com, arahi.ai, activepieces.com |
| enterprise ai agents solutions | Positioning | Absent | rasa.com, infobip.com, cygnet.one |
| enterprise ai agents software | Positioning | Absent | ibm.com, activepieces.com, reddit.com |
| enterprise ai agents platform | Positioning | Absent | reddit.com, truefoundry.com, kore.ai |
| top enterprise ai agents providers | Positioning | Absent | forbes.com, vellum.ai, assistents.ai |
| enterprise ai agents comparison | Positioning | Absent | sanalabs.com, reddit.com, assistents.ai |
| best conversational ai | Positioning | Absent | youtube.com, salesforceben.com, elephas.app |
| conversational ai vendors | Positioning | Absent | gartner.com, bland.ai, retellai.com |
| conversational ai solutions | Positioning | Absent | gartner.com, aws.amazon.com, nice.com |
| conversational ai software | Positioning | Absent | gartner.com, retellai.com, rasa.com |
| conversational ai platform | Positioning | Absent | retellai.com, gartner.com, dialpad.com |
| top conversational ai providers | Positioning | Absent | gartner.com, bland.ai, quickchat.ai |
| conversational ai comparison | Positioning | Absent | zendesk.com, artificialanalysis.ai, youtube.com |
| best neuro-symbolic ai | Positioning | Absent | turing.ac.uk, youtube.com, en.wikipedia.org |
| neuro-symbolic ai vendors | Positioning | Absent | startus-insights.com, kognitos.com, allegrograph.com |
| neuro-symbolic ai solutions | Positioning | Absent | allegrograph.com, sciencedirect.com, o9solutions.com |
| neuro-symbolic ai software | Positioning | Absent | allegrograph.com, en.wikipedia.org, kognitos.com |
| neuro-symbolic ai platform | Positioning | Absent | allegrograph.com, arxiv.org, ey.com |
| top neuro-symbolic ai providers | Positioning | Absent | startus-insights.com, allegrograph.com, pub.towardsai.net |
| neuro-symbolic ai comparison | Positioning | Absent | arxiv.org, reddit.com, linkedin.com |
| best reasoning agents | Positioning | Absent | reddit.com, energent.ai, tech-now.io |
| reasoning agents vendors | Positioning | Absent | salesforce.com, youtube.com, arahi.ai |
| reasoning agents solutions | Positioning | Absent | youtube.com, salesforce.com, ibm.com |
| reasoning agents software | Positioning | Absent | youtube.com, ibm.com, salesforce.com |
| reasoning agents platform | Positioning | Absent | blogs.nvidia.com, salesforce.com, moveworks.com |
| top reasoning agents providers | Positioning | Absent | youtube.com, arahi.ai, truefoundry.com |
| reasoning agents comparison | Positioning | Absent | developer.nvidia.com, youtube.com, summitpartners.com |
| best ai foundation model | Positioning | Absent | crn.com, youtube.com, cloud.google.com |
| ai foundation model vendors | Positioning | Absent | crn.com, iot-analytics.com, alexsandu.substack.com |
| ai foundation model solutions | Positioning | Absent | dataplatform.cloud.ibm.com, ibm.com, redhat.com |
| ai foundation model software | Positioning | Absent | adsknews.autodesk.com, aws.amazon.com, cloud.google.com |
| ai foundation model platform | Positioning | Absent | natera.com, ibm.com, en.wikipedia.org |
| top ai foundation model providers | Positioning | Absent | crn.com, forrester.com, aws.amazon.com |
| ai foundation model comparison | Positioning | Absent | youtube.com, aws.amazon.com, cloud.google.com |
| alternatives to AUI | Comparison | Named, not cited | forums.elderscrollsonline.com, community.developer.atlassian.com, github.com |
| AUI vs Sierra | Comparison | Cited | sierra.ai, parloa.com, fin.ai |
| AUI vs Cognigy | Comparison | Cited | cognigy.com, capacity.com, support.cognigy.com |
| AUI vs Kore.ai | Comparison | Cited | kore.ai, fin.ai, rasa.com |
AUI is cited in 3 of the 39 AI answers we triggered.
AUI presents as enterprise AI agents, conversational AI, neuro-symbolic AI, reasoning agents, AI foundation model. AI Overviews cite it on Aui and it is absent on Enterprise Ai Agents, Conversational Ai, Neuro-Symbolic Ai.
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 | 25 | Cited on 25 of the queries we tested. |
| ibm.com | 13 | Cited on 13 of the queries we tested. |
| reddit.com | 12 | Cited on 12 of the queries we tested. |
| medium.com | 11 | Cited on 11 of the queries we tested. |
| linkedin.com | 10 | Cited on 10 of the queries we tested. |
| cloud.google.com | 9 | Cited on 9 of the queries we tested. |
| aws.amazon.com | 9 | Cited on 9 of the queries we tested. |
| salesforce.com | 8 | Cited on 8 of the queries we tested. |
| en.wikipedia.org | 8 | Cited on 8 of the queries we tested. |
| arxiv.org | 7 | Cited on 7 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of AUI on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 25 of the tested queries. |
| ibm.com | Cited on 13 of the tested queries. |
| reddit.com | Cited on 12 of the tested queries. |
| medium.com | Cited on 11 of the tested queries. |
| linkedin.com | Cited on 10 of the tested queries. |
| cloud.google.com | Cited on 9 of the tested queries. |
| aws.amazon.com | Cited on 9 of the tested queries. |
| salesforce.com | Cited on 8 of the tested queries. |