Dev tools · alternatives · 2026

Heron Data provides an API that extracts merchant data from bank transactions for financial technology companies. Launched in 2021, the service processes bank data to identify and categorize merchant information… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Free, fast bank data merchant extraction API for FinTechs launched in 2021; newer entries below may have overtaken it.

1. 1
   Heron Data▲105

   Better transaction data for fintechs serving SMBs

   2021 · herondata.io · its alternatives →

2. 2NA
   NLP and NER-powered beautiful bank transaction feed▲35

   2021 · try.herondata.io · its alternatives →

3. 3
   Heron Data▲38

   API for a beautiful transaction feed

   2021 · herondata.io · its alternatives →

4. 4
   Heron Data: Cashflow Scoring for SMBs▲111

   Predict business credit risk using bank data

   2023 · herondata.io · its alternatives →

5. 5
   Heron Data SMB Insights▲95

   Turn a CSV of bank transactions into a P&L in 30 seconds

   2022 · herondata.io · its alternatives →

6. 6
   Heron Data: Cassandra▲91

   Predict company events from bank data, starting with NSFs

   2023 · herondata.io · its alternatives →

7. 7
   Mercury API▲289

   API for your business bank account

   2019 · mercury.com · its alternatives →

8. 8
   Wisefin API▲99

   Turn messy bank transaction names into beautiful data

   2020 · wisefin.ai · its alternatives →

9. 9
   Bank Statement Parsing & Fraud Detection▲110

   Instantaneous bank statement PDF parsing and fraud detection

   2022 · herondata.io · its alternatives →

10. 10
    HeronAI▲75

    Connect, visualize, and, ask your business data anything.

    2025 · heronai.com · its alternatives →

11. 11
    Trove▲153

    Real-time AI intelligence for financial transactions

    2024 · trove.headline.com · its alternatives →

12. 12
    Well Intelligence▲396

    When startups Financial data meets business intelligence

    Oct 2025 · wellapp.ai · its alternatives →

13. 13
    Heron Data: Company Reports▲115

    Underwrite an SMB in one minute with three bank statements

    2023 · herondata.io · its alternatives →

14. 14
    Triqai▲149

    Turn messy bank transactions into clean, structured data

    Mar 2026 · triqai.com · its alternatives →

15. 15
    Heron Data: AutoSpread▲194

    Standardise any chart of accounts in minutes

    2024 · herondata.io · its alternatives →

16. 16
    Anysite.io▲501

    Build and enrich B2B lists by chatting to your agent

    Aug 2026 · anysite.io · its alternatives →

17. 17
    FinFloh Credit Decisioning AI▲467

    Empowering Faster & Smarter B2B Credit Decisions, Every Time

    2024 · finfloh.com · its alternatives →

18. 18
    Teller API▲308

    A single API to connect your app with any bank's account

    2017 · teller.io · its alternatives →

19. 19
    Waivr API▲191

    Smart recurring payments

    2023 · aspirio.co · its alternatives →

20. 20
    Heron ▲105

    Wireshark for AI Agents: passive eBPF observability

    Jun 2026 · github.com · its alternatives →

21. 21
    Square Banking▲252

    Your payments, banking, and cash flow. Working as one.

    2021 · squareup.com · its alternatives →

22. 22
    Bank.io▲99

    Coded fintech mobile app UI kit for iOS 16

    2022 · appsources.gumroad.com · its alternatives →

23. 23
    BankStatementLab▲82

    Turn any bank statement PDF into Excel, CSV or JSON with AI

    May 2026 · bankstatementlab.com · its alternatives →

24. 24
    finbar▲149

    your AI financial data analyst

    2025 · finbar.com · its alternatives →

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 →