Applied Optoelectronics vs LanceDB

Side-by-side comparison of AI visibility scores, market position, and capabilities

LanceDB leads in AI visibility (91 vs 57)
Applied Optoelectronics logo

Applied Optoelectronics

ChallengerCloud Infrastructure

Data Center Optics

Applied Optoelectronics (AAOI) reported $280M revenue in FY2024, up 130% YoY. Maker of high-speed optical transceivers for AI data centers. Explosive growth from AI hyperscaler demand. HQ: Sugar Land, TX.

AI VisibilityBeta
Overall Score
C57
Category Rank
#1 of 1
AI Consensus
82%
Trend
up
Per Platform
ChatGPT
48
Perplexity
51
Gemini
52

About

Applied Optoelectronics, Inc. (AAOI) is a fiber-optic networking component company that designs and manufactures optical transceivers, lasers, and fiber-optic subsystems for data center, cable TV, and telecom applications, headquartered in Sugar Land, Texas. Founded in 1997, AAOI reported revenues of approximately $280M in FY2024, up an extraordinary 130% year-over-year, driven by explosive demand from hyperscale AI data center customers for high-speed optical transceivers.

Full profile
LanceDB logo

LanceDB

LeaderInfrastructure

Cloud Services

Open-source vector database with embedded deployment for RAG and semantic search; Lance columnar format with multimodal support for text, image, and video embeddings.

AI VisibilityBeta
Overall Score
A91
Category Rank
#7 of 85
AI Consensus
66%
Trend
stable
Per Platform
ChatGPT
97
Perplexity
96
Gemini
97

About

LanceDB is an open-source vector database purpose-built for AI applications, offering serverless vector storage with embedded deployment, multimodal data support (text, images, video, audio), and native integration with popular AI development frameworks. Founded in 2022 and headquartered in San Francisco, LanceDB raised $10 million in seed funding and has gained significant traction among AI developers building retrieval-augmented generation (RAG) systems, semantic search applications, and multimodal AI pipelines.

Full profile

AI Visibility Head-to-Head

57
Overall Score
91
#1
Category Rank
#7
82
AI Consensus
66
up
Trend
stable
48
ChatGPT
97
51
Perplexity
96
52
Gemini
97
56
Claude
85
53
Grok
99

Key Details

Category
Data Center Optics
Cloud Services
Tier
Challenger
Leader
Entity Type
company
brand

Capabilities & Ecosystem

Capabilities

Only Applied Optoelectronics
Data Center Optics
Only LanceDB
Cloud Services

Integrations

Only Applied Optoelectronics
Only LanceDB
Applied Optoelectronics is classified as company.

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