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AI Visibility Scorecard
Lilac
getlilac.com · Technology
Somewhat visible. AI bots can read Lilac, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#184,300 of 2,641,190 in Technology for AI visibility
6.1
/10
AEO Score
About Lilac
from our crawl and measurement
Lilac describes itself simply: "Lilac is the flexible GPU cloud for startups, with dedicated GPU infrastructure, OpenAI-compatible serverless inference, and qualified options for committed capacity." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
4
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, Lilac has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How is Lilac cheaper than other GPU inference providers?
Lilac routes inference to idle enterprise GPUs that are already powered on and paid for. Since providers are monetizing spare capacity, they can offer lower rates than dedicated cloud providers.
Is the Lilac API compatible with OpenAI SDKs?
Yes. Lilac provides an OpenAI-compatible API, so most integrations only need a base URL change.
Is my data stored or used for training?
No. Lilac is ZDR (Zero Data Retention) compliant — prompt and completion data is never stored or used for model training.
Is this your brand?
The exact fixes for Lilac
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lilac.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getlilac
Cite this score: Engagemii (2026). "AEO Score for Lilac." Retrieved from https://engagemii.com/aeo/brands/getlilac
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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