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Starlight AI · starlightlabs.ai · Scanned Mar 9, 2026
AI knows Starlight AI. It rarely recommends it.
We asked ChatGPT, Claude, Gemini, and AI Overviews 5 questions a buyer would ask, with no context and as up to 3 buyer personas. Starlight AI was named in 0 of 60 answers. Asked about the brand directly, 4 of 4 answers described it.
AI recommends instead: UiPath, Automation Anywhere
AI visibility score
0/ 100
Invisible
- Known
- 4 of 4
- answers about the brand by name
- Recommended
- 0 of 60
- answers to buying questions
Starlight AI competitors AI recommends instead
UiPath was named in 13 answers. Starlight AI in none.
Answers that named each brand
- 1
UiPath13
- 2
Automation Anywhere9
- 3
Starlight AI0
Questions to win
5of 5 questions
No AI answer to these questions named Starlight AI yet. No other brand shows up in most of the answers either, so they are open.
Named most in these answers
Share of the 60 answers to these questions.
Start with
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Questions where AI recommends someone else
Named in 0 of 5 questions.
A sample of the questions buyers ask, and whether ChatGPT, Claude, Gemini, and AI Overviews named Starlight AI in each answer.
Each dot is one answer, in this order:1No context2The Enterprise Digital Transformation Lead3The Practical Mid-Market Operations Manager4The Skeptical Technical Evaluatornamed Starlight AI
Share of buying answers
0% on ChatGPT0% on Claude0% on Gemini0% on AI Overviews0/60And 2 more questions in the full report.
Perplexity was not part of this scan.
What AI says
What ChatGPT, Claude, Gemini, and AI Overviews say about Starlight AI.
Where AI gets its information
The sites AI cited when it answered questions about Starlight AI's market.
Counts are pages cited from each site.
Other sites
automationanywhere.com9
zapier.com9
multimodal.dev8
spellbook.legal8
docusign.com7
learn.microsoft.com7
Publications
youtube.com7
github.com4
linkedin.com4
facebook.com2
blog.box.com1
developer.webex.com1
Retailers
docs.aws.amazon.com8
aws.amazon.com6
docs.amazonaws.cn1
Full report
Why AI answers this way, and what would change it.
Total absence from high-intent enterprise workflow automation queries
- 1 more finding
- 3 recommended pages to write
- Every answer, word for word
- 701 cited sources, with links
Is this your brand? Claim it to see the full report.
About Starlight AI
Starlight AI provides an enterprise-ready suite of AI agents designed to automate complex workflows across finance, legal, and consulting sectors. Their platform enables businesses to extract data, generate documents, and transcribe meetings with high precision and security.
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