What is Lightweight's AI visibility score?

Lightweight has an AI visibility score of 43/100, which is rated as "Good". This score measures how frequently AI models like ChatGPT, Gemini, and others recommend Lightweight across various prompts and niches.

How is Lightweight's visibility score calculated?

The visibility score is a composite of three sub-scores: Strength (55/100), Reach (61/100), and Authority (9/100). These are derived from running curated prompts across multiple AI models and measuring how often and how prominently Lightweight appears in responses.

Which niches does Lightweight rank in?

Lightweight is ranked in 11 niches, including API Management, Vector Databases, Analytics & Attribution and 8 more.

How often are these rankings updated?

Rankings are refreshed weekly every Sunday at 4 AM UTC. Each update re-runs all prompts across multiple AI models to capture the latest shifts in brand visibility and recommendations.

Snapshot as of Jun 14, 2026

Lightweight

Ranked in 11 niches · Best #3 in API Management

AI Visibility Score

Composite score across strength, reach & authority

Good

Strength

How well you compete against other brands in AI responses

Reach

How broadly AI mentions your brand across different topics

Authority

How often AI cites your brand as a trusted source

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