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Dev tools · alternatives · 2026

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AskData is a developer tool that converts natural language queries into SQL commands through an API. Launched in 2019, it enables developers to build applications where users can ask questions in plain English rather… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. AskData – API to Translate Natural Language-2-Sql launched in 2019; newer entries below may have overtaken it.

  1. 1
    Askdata▲117

    Ask questions in natural language and find answers in data ⚡

    2019 · its alternatives →

  2. 2
    AskEdith▲289

    Never write SQL from scratch again

    2022 · its alternatives →

  3. 3

    Communicate with databases like a human

    2017 · friendlydata.io · its alternatives →

  4. 4

    inferring sql queries from plain-text questions about tables - paulfitz/mlsql

    2019 · github.com · its alternatives →

  5. 5

    Would love thoughts! Here is the HF page: https://huggingface.co/chatdb/natural-sql-7b

    2024 · github.com · its alternatives →

  6. 6
    SayData▲778

    Build truly self-serve customer facing analytics using AI

    2023 · saydata.tech · its alternatives →

  7. 7NL

    Hi HN- Today, we are releasing the hosted API for our natural language to SQL engine, which allows you to: (1) Explain Your Data: Feed in dictionaries, dbt, schemas, Confluence docs - we'll understand the business context to your data. (2) Train Your AI: Fine-tune an LLM (including GPT-4) specifically for your data, increasing accuracy and lowering latency (3) Trust the Answer: See confidence scores with each AI-generated query, stay in control. (4) Conduct complex SQL queries Problem background - Developers struggle to build NL-to-SQL into products because LLMs do not work out-of-the-box;…

    2024 · dataherald.com · its alternatives →

  8. 8

    Query database using natural language, no SQL required

    2021 · its alternatives →

  9. 9

    Turn plain language into powerful database queries

    2025 · text2query.com · its alternatives →

  10. 10
    June AI▲565

    Answer product questions using English

    2023 · june.so · its alternatives →

  11. 11
    Chat4Data▲461

    Chat4Data is a Chrome extension that lets you scrape structured data from any website just by chatting with AI—no coding required. We're launching today on Product Hunt and would love your feedback!

    2025 · chat4data.ai · its alternatives →

  12. 12

    Write SQL & analyze data with ai

    2024 · chat2db.ai · its alternatives →

  13. 13

    Hi HN community. We are excited to open source Dataherald’s natural-language-to-SQL engine today (https://github.com/Dataherald/dataherald). This engine allows you to set up an API from your structured database that can answer questions in plain English. GPT-4 class LLMs have gotten remarkably good at writing SQL. However, out-of-the-box LLMs and existing frameworks would not work with our own structured data at a necessary quality level. For example, given the question “what was the average rent in Los Angeles in May 2023?” a reasonable human would either assume the…

    2023 · github.com · its alternatives →

  14. 14

    Convert natural language to sql queries

    2023 · its alternatives →

  15. 15WV
  16. 16
    GetData▲299

    Get data from any webpage in 3 clicks

    2019 · getdata.io · its alternatives →

  17. 17

    Embed NL-to-SQL into your product

    2024 · its alternatives →

  18. 18DS

    I played around with GPT-3 to build this demo. Select a public BigQuery dataset and describe your query in natural English, then edit the generated SQL as needed and execute it. https://app.tabbydata.com/sql-assistant-demo

    2021 · its alternatives →

  19. 19

    sql, data, analytics, database, query, syntax, translation

    2023 · askai.free · its alternatives →

  20. 20

    Ask your data. Get instant visual answers.

    Jun 2026 · askdata.live · its alternatives →

  21. 21

    Turn everyday language into SQL queries

    2025 · its alternatives →

  22. 22

    Converse with your data in natural language

    2023 · ai2sql.io · its alternatives →

  23. 23
    Kiko▲76

    Analyze data via plain English

    2021 · kiko.retool.com · its alternatives →

  24. 24
    ChatDB▲25

    Chat database in Natural Language

    2025 · chatdb.live · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →