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The Lytms Index· Data pipelines & ETLUS region · updated Aug 20, 2026
The Lytms Index / Data pipelines & ETL / Singer

Singer

singer.io↗

“Simple, Composable, Open Source ETL” — their own homepage · captured Aug 14, 2026

Lytms Market Score · 0-100
53
#8 of 18 in data pipelines & ETL.
No movement reading yet — that needs two comparable dated captures. · updated Aug 20, 2026

Where it stands

One line per signal, each the plain market fact behind the reading — never our number, and never a count of what we checked.

AI answersnamed by Gemini, Google's AI Mode and Google's AI Overview
Search resultsnot in the top results where buyers search
Buyer demand770 searches a month by name
“Meltano is completely free and open-source, utilizing the Singer specification (taps and targets).”
Google's AI Mode · Aug 20, 2026 · asked what to use for data pipelines & ETL

Compared with

Singer vs Matillion→Singer vs Skyvia→Singer vs Apache Airflow→Alternatives to Singer→

Cite this

Free to quote, with attribution. Add your own accessed date if your style needs one — the date below is when we measured, which is the one that decides whether a number is still current.

The Lytms Index. "Singer — how the market rates it." Lytms AI. Measured Aug 20, 2026. https://lytms.ai/best/etl-pipelines/singer

The Lytms Market Score reads how strongly the market steers a buyer toward a product. It is not a judgement of product quality, and we never claim revenue, share, usage or churn. About this score →

Is this your product?

See your standing: where Singer ranks, what the AI engines say when buyers ask, and which signals are carrying the position. We will walk you through it live.

Claiming never changes a score — ever.

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