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 6 times
Claude · Meta AI · Perplexity
#81,575 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.3/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
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 6.3 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
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
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 6.3/10, 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
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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.
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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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