GEO AUDIT  ·  BRAND-ONLY

Bem.

A look at how Bem 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.

Sitebem.ai
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedInvalid Date  ·  by AUQ
AI Visibility Score
47
out of 100. Low band. Bem is cited in 2 of 38 AI answers. It shows up on Bem. It is absent on Ai Data Transformation.
Verified AI Overview citations
2
Bem's brand is cited in 2 of the 38 AI-answer queries we tested.
AI answer trigger rate
97%
Google's AI answer box fires on 38 of 39 tracked queries.
Citation rate when AI answers
5%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Bem scores 47 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Bem is cited in 2 of 38 AI answers. It shows up on Bem. It is absent on Ai Data Transformation.

AI answers fire on 97% of tracked queries, yet Bem is quoted in only 5% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
47
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear97 / 100
  • Inclusion in category answers89 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand100 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted5 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
BemOwnedcomparison
Unstructured Data ProcessingPartialpositioning
Document Data ExtractionPartialpositioning
Intelligent Document ProcessingPartialpositioning
Document ParsingPartialpositioning
Ai Data TransformationInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Bem appears on 1 of 6 themes.

Solution Aware. Owned on Bem; absent on Ai Data Transformation.

Alternatives. 32 themes name the brand without citing it; 4 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
38
97% of tracked queries trigger an AI Overview.
Times brand cited
2
5% citation rate when AI answers.
Total brand mentions
34
Across all observed AI responses.
Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →
Get results like these for Bem → See all case studies
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Bem'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.

QueryTypeBem in the AI answerTop sources cited
best unstructured data processingPositioningNamed, not citedovaledge.com, congruity360.com, ibm.com
unstructured data processing vendorsPositioningNamed, not citedyoutube.com, unstructured.io, informatica.com
unstructured data processing solutionsPositioningNamed, not citedcongruity360.com, ovaledge.com, komprise.com
unstructured data processing softwarePositioningNamed, not citedcongruity360.com, unstructured.io, informatica.com
unstructured data processing platformPositioningNamed, not citedinformatica.com, unstructured.io, super.ai
top unstructured data processing providersPositioningNamed, not citedcongruity360.com, llamaindex.ai, techsalerator.com
unstructured data processing comparisonPositioningNamed, not citedibm.com, unstructured.io, altexsoft.com
best document data extractionPositioningNamed, not citedparseur.com, microblink.com, reddit.com
document data extraction vendorsPositioningNamed, not citedardem.com, docparser.com, abbyy.com
document data extraction solutionsPositioningNamed, not citeddocparser.com, parsio.io, hyland.com
document data extraction softwarePositioningNamed, not citedreddit.com, docparser.com, parseur.com
document data extraction platformPositioningNamed, not citedcloud.google.com, docparser.com, docuclipper.com
top document data extraction providersPositioningNamed, not citedllamaindex.ai, docparser.com, ibml.com
document data extraction comparisonPositioningNamed, not citedcompdf.com, unsiloed.ai, techcommunity.microsoft.com
best intelligent document processingPositioningNamed, not citedextend.ai, youtube.com, flowwright.com
intelligent document processing vendorsPositioningNamed, not citedgartner.com, adoption.microsoft.com, aws.amazon.com
intelligent document processing solutionsPositioningNamed, not citedgartner.com, adoption.microsoft.com, ibm.com
intelligent document processing softwarePositioningNamed, not citedgartner.com, aws.amazon.com, microsoft.com
intelligent document processing platformPositioningNamed, not citedadoption.microsoft.com, ibm.com, extend.ai
top intelligent document processing providersPositioningNamed, not citedgartner.com, youtube.com, auxis.com
intelligent document processing comparisonPositioningNamed, not citedgartner.com, databricks.com, aws.amazon.com
best document parsingPositioningNamed, not citedreddit.com, youtube.com, levelup.gitconnected.com
document parsing vendorsPositioningNamed, not citedllamaindex.ai, extend.ai, dev.to
document parsing solutionsPositioningNamed, not citeddocparser.com, parsio.io, lindy.ai
document parsing softwarePositioningNamed, not citeddocparser.com, cloud.google.com, parseur.com
document parsing platformPositioningNamed, not citedcloud.google.com, docparser.com, parseur.com
top document parsing providersPositioningNamed, not citedllamaindex.ai, dev.to, extend.ai
document parsing comparisonPositioningNamed, not citedarxiv.org, llamaindex.ai, parsio.io
best ai data transformationPositioningAbsentgetdbt.com, coalesce.io, rivery.io
ai data transformation vendorsPositioningNamed, not citeddatabricks.com, gartner.com, getdbt.com
ai data transformation solutionsPositioningAbsentgetdbt.com, coalesce.io, databricks.com
ai data transformation softwarePositioningNo AI answer
ai data transformation platformPositioningNamed, not citedoracle.com, coalesce.io, julius.ai
top ai data transformation providersPositioningAbsentatlassystems.com, ness.com, gartner.com
ai data transformation comparisonPositioningAbsenttechment.com, novoslo.com, domo.com
alternatives to BemComparisonNamed, not citeddaverupert.com, medium.com, fadamakis.com
Bem vs ReductoComparisonCitedreducto.ai, youtube.com, llms.reducto.ai
Bem vs ExtendComparisonNamed, not citedsitepoint.com, getbem.com, reddit.com
Bem vs UnstructuredComparisonCitedyoutube.com, bem.ai, medium.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 95% of AI-answer queries

Bem is cited in 2 of the 38 AI answers we triggered.

02

AI misreads the category

Bem presents as unstructured data processing, document data extraction, intelligent document processing, document parsing, ai data transformation. AI Overviews cite it on Bem and it is absent on Ai Data Transformation.

TOP THREE MOVES
01

Win presence on Ai Data Transformation

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Unstructured Data Processing

Platform Docs Use Cases Pricing Customers About Blog Talk to the team Start building v3 · 2026 SOC 2 · HIPAA · GDPR The production layer for unstructured data . Transform raw files into structured data and build reusable workflows that powebem.ai, 2026

Differentiators it leads with: Extract, Classify, Split, Join.

What Google's AI says

Recognized in AI answers for Bem

Cited as a provider on Bem queries.
Appears alongside youtube.com, reddit.com, llamaindex.ai.
The core gap
Bem presents as unstructured data processing, document data extraction, intelligent document processing, document parsing, ai data transformation. AI Overviews cite it on Bem and it is absent on Ai Data Transformation.
Words AI uses for the brand
Bem
The brand's own pillars that AI omits
Ai Data TransformationCited source on vendor and comparison queries
WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
youtube.com29Cited on 29 of the queries we tested.
reddit.com22Cited on 22 of the queries we tested.
llamaindex.ai20Cited on 20 of the queries we tested.
cloud.google.com16Cited on 16 of the queries we tested.
extend.ai15Cited on 15 of the queries we tested.
aws.amazon.com13Cited on 13 of the queries we tested.
databricks.com12Cited on 12 of the queries we tested.
parsio.io12Cited on 12 of the queries we tested.
docparser.com12Cited on 12 of the queries we tested.
unstructured.io10Cited on 10 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Bem is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Bem on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 29 of the tested queries.
reddit.comCited on 22 of the tested queries.
llamaindex.aiCited on 20 of the tested queries.
cloud.google.comCited on 16 of the tested queries.
extend.aiCited on 15 of the tested queries.
aws.amazon.comCited on 13 of the tested queries.
databricks.comCited on 12 of the tested queries.
parsio.ioCited on 12 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Bem is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Ai Data Transformation.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.