I want to build a mobile app powered by an on-device AI agent. What's the best framework for building lightweight, on-device agents?

Snapshot as of Mar 12, 2026. Sign up free to see the latest daily data.

Total mentions

584

Unique brands

Avg brands/response

16.2

Top domain

linkedin.com

Top brand

LiteRT (TensorFlow Lite)

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Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

LiteRT (TensorFlow Lite)65.0%

Core ML46.3%

TensorFlow42.5%

Responses

Counts only on free plans

Total responses

Total mentions

584

Total citations

892

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Response details

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Citation breakdowns

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Total mentions

584

Unique brands

Avg brands/response

16.2

Top domain

linkedin.com

Top brand

LiteRT (TensorFlow Lite)

Unlock full data

Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

LiteRT (TensorFlow Lite)65.0%

Core ML46.3%

TensorFlow42.5%

Responses

Counts only on free plans

Total responses

Total mentions

584

Total citations

892

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Core ML100.0%

LiteRT (TensorFlow Lite)75.0%

TensorFlow62.5%

ExecuTorch62.5%

ONNX Runtime50.0%

Top brand - Avg. position

LiteRT (TensorFlow Lite)1.5

Core ML2.4

TensorFlow2.5

ONNX Runtime3.0

ExecuTorch4.5

Top cited URLs

linkedin.com

2.0%

blog.swmansion.com

1.9%

booleaninc.com

1.9%

getstream.io

1.9%

github.com

1.7%