A look at how VAO 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.
VAO is cited in 7 of 39 AI answers. It shows up on Intelligent Document Processing, Vao. It is absent on Document Automation, Workflow Automation, Document Data Extraction.
AI answers fire on 100% of tracked queries, yet VAO is quoted in only 18% of them. When it does appear, it sits as a listed provider, rarely the lead source.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Intelligent Document Processing | Owned | positioning |
| Vao | Owned | comparison |
| Document Automation | Invisible | positioning |
| Workflow Automation | Invisible | positioning |
| Document Data Extraction | Invisible | positioning |
| Idp | Invisible | positioning |
Problem Aware. overview queries: VAO appears on 2 of 6 themes.
Solution Aware. Owned on Intelligent Document Processing, Vao; absent on Document Automation, Workflow Automation, Document Data Extraction.
Alternatives. 1 themes name the brand without citing it; 31 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 VAO'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 | VAO in the AI answer | Top sources cited |
|---|---|---|---|
| best intelligent document processing | Positioning | Cited | reddit.com, flowwright.com, vao.world |
| intelligent document processing vendors | Positioning | Cited | gartner.com, adoption.microsoft.com, aws.amazon.com |
| intelligent document processing solutions | Positioning | Absent | gartner.com, adoption.microsoft.com, nectain.com |
| intelligent document processing software | Positioning | Cited | gartner.com, adoption.microsoft.com, reddit.com |
| intelligent document processing platform | Positioning | Absent | hyperscience.ai, youtube.com, adoption.microsoft.com |
| top intelligent document processing providers | Positioning | Absent | reddit.com, extend.ai, auxis.com |
| intelligent document processing comparison | Positioning | Cited | adoption.microsoft.com, reddit.com, scryai.com |
| best document automation | Positioning | Absent | reddit.com, templafy.com, youtube.com |
| document automation vendors | Positioning | Absent | gavel.io, experlogix.com, reddit.com |
| document automation solutions | Positioning | Absent | automationanywhere.com, youtube.com, herondata.io |
| document automation software | Positioning | Absent | xakiatech.com, legaltechnologyhub.com, conga.com |
| document automation platform | Positioning | Absent | conga.com, youtube.com, reddit.com |
| top document automation providers | Positioning | Absent | reddit.com, legaltechnologyhub.com, useanvil.com |
| document automation comparison | Positioning | Absent | koncile.ai, templafy.com, tungstenautomation.com |
| best workflow automation | Positioning | Absent | gumloop.com, zapier.com, blog.n8n.io |
| workflow automation vendors | Positioning | Absent | ycombinator.com, fortunebusinessinsights.com, gumloop.com |
| workflow automation solutions | Positioning | Absent | microsoft.com, ibm.com, gumloop.com |
| workflow automation software | Positioning | Absent | microsoft.com, gumloop.com, zapier.com |
| workflow automation platform | Positioning | Absent | gumloop.com, vellum.ai, zapier.com |
| top workflow automation providers | Positioning | Absent | gumloop.com, zapier.com, vellum.ai |
| workflow automation comparison | Positioning | Absent | youtube.com, bubble.io, invensislearning.com |
| best document data extraction | Positioning | Absent | reddit.com, llamaindex.ai, parsio.io |
| document data extraction vendors | Positioning | Absent | ardem.com, docparser.com, reddit.com |
| document data extraction solutions | Positioning | Absent | reddit.com, docparser.com, parsio.io |
| document data extraction software | Positioning | Absent | reddit.com, docparser.com, cloud.google.com |
| document data extraction platform | Positioning | Absent | cloud.google.com, docparser.com, llamaindex.ai |
| top document data extraction providers | Positioning | Absent | llamaindex.ai, docparser.com, edenai.co |
| document data extraction comparison | Positioning | Absent | reddit.com, unsiloed.ai, llamaindex.ai |
| best idp | Positioning | Absent | unlocked.everykey.com, majorkeytech.com, olive.app |
| idp vendors | Positioning | Absent | auxis.com, idp-software.com, hyland.com |
| idp solutions | Positioning | Absent | microsoft.com, okta.com, en.wikipedia.org |
| idp software | Positioning | Absent | auxis.com, grooper.com, cloudflare.com |
| idp platform | Positioning | Absent | internaldeveloperplatform.org, cloud.google.com, atlassian.com |
| top idp providers | Positioning | Absent | hoop.dev, solutionsreview.com, medium.com |
| idp comparison | Positioning | Absent | affinda.com, youtube.com, veridas.com |
| alternatives to VAO | Comparison | Named, not cited | wifcon.com, community.khronos.org, capterra.com |
| VAO vs Rossum | Comparison | Cited | en.wikipedia.org, prnewswire.com, rossum.ai |
| VAO vs Hyperscience | Comparison | Cited | llms.reducto.ai, llamaindex.ai, vao.world |
| VAO vs ABBYY | Comparison | Cited | abbyy.com, support.abbyy.com, vendr.com |
VAO is cited in 7 of the 39 AI answers we triggered.
VAO presents as intelligent document processing, document automation, workflow automation, document data extraction, IDP. AI Overviews cite it on Intelligent Document Processing, Vao and it is absent on Document Automation, Workflow Automation, Document Data Extraction.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
VAO | Intelligent Document Processing & Workflow Automation VAO , AI-Powered Document Processing & Workflow Automation VAO is an enterprise AI platform that automates document processing workflows , including intelligent data extracvao.world, 2026
Differentiators it leads with: Intelligent Document Processing, Document Automation, Workflow Automation, Document Data Extraction.
Cited as a provider on Intelligent Document Processing, Vao queries.
Appears alongside youtube.com, reddit.com, llamaindex.ai.
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 28 | Cited on 28 of the queries we tested. |
| reddit.com | 16 | Cited on 16 of the queries we tested. |
| llamaindex.ai | 10 | Cited on 10 of the queries we tested. |
| lido.app | 9 | Cited on 9 of the queries we tested. |
| auxis.com | 9 | Cited on 9 of the queries we tested. |
| parsio.io | 8 | Cited on 8 of the queries we tested. |
| cloud.google.com | 7 | Cited on 7 of the queries we tested. |
| herondata.io | 7 | Cited on 7 of the queries we tested. |
| docsumo.com | 6 | Cited on 6 of the queries we tested. |
| pandadoc.com | 6 | Cited on 6 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of VAO on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 28 of the tested queries. |
| reddit.com | Cited on 16 of the tested queries. |
| llamaindex.ai | Cited on 10 of the tested queries. |
| lido.app | Cited on 9 of the tested queries. |
| auxis.com | Cited on 9 of the tested queries. |
| parsio.io | Cited on 8 of the tested queries. |
| cloud.google.com | Cited on 7 of the tested queries. |
| herondata.io | Cited on 7 of the tested queries. |