Lovable app scan finds exposed database records
A Crissy Field analysis of Lovable projects found websites that sent Supabase database records as soon as they loaded, including records containing personal information. The analysis also found examples of exposed identity records, customer emails and other private material.

Key takeaways · 4
- 01
Review database access and what application pages load automatically; Crissy Field found 24,664 websites sending Supabase records on page load.
- 02
Treat exposed email-containing records as a signal to investigate, not proof of a confirmed leak: Crissy Field said its 30% figure was not a leak rate.
- 03
Do not assume the scan describes every Lovable app; the Common Crawl sample was not representative, and only parts of datasets were retrieved.
- 04
Keep a professional security assessment in the process; Crissy Field said automated checks are not a substitute.
What the scan examined
Crissy Field analyzed 159,041 Lovable projects found in Common Crawl datasets spanning December 2025 to September 2026.[1] Lovable, a Swedish AI startup founded in Stockholm in 2023, turns plain-language descriptions into web applications and is designed for people with little or no programming experience.[1] The analysis focused on Supabase, a database service, and found that 34,545 of the projects examined used it.[1] Handelsblatt reported that Lovable said more than 50 million projects had been completed, with 1.2 million added weekly.[2]
What records were accessible
Crissy Field found 24,664 websites that sent Supabase database records when pages loaded, without requiring a login or other interaction.[1] It cautioned that this behavior alone is not necessarily a security issue, because the records might be intended for public display.[1] The investigation found email-containing records in 10,560 tables across 7,403 websites.[1] Examples included a German lifestyle forum with more than 80,000 profiles containing full names, email addresses, birth dates and gender information, as well as more than 200,000 chat messages.[1]
The limits of the findings
The 7,403 websites represented 30% of the 24,664 websites examined more closely, but Crissy Field said that figure should not be treated as a confirmed data-leak rate.[1] It said the Common Crawl sample was not representative of all Lovable applications and that it retrieved only parts of the datasets rather than downloading them in full.[1] The inspected records included email addresses, phone numbers, postal addresses, payment information and ticket codes.[1] Crissy Field said it could not establish whether any exposed data had been misused.[1]
Risks and responsibility
Other examples included more than 1,000 identity records at one service provider, containing passport numbers, expiration dates and nationalities; contracts, invoices, personal photo albums and internal WhatsApp communications were also among the exposed material.[1] In one case, 280,000 emails sent to a provider’s customers were accessible.[1] Crissy Field said exposed information could be used for phishing, ticket fraud or identity theft, and that recurring database-integration patterns could help attackers find similar misconfigurations across applications.[1] It said Lovable’s terms place responsibility for applications and data handling on customers.[1]
Teams building applications with AI tools still need to review what data their apps expose and when it is sent. Treat scan results as a prompt for investigation, not a measure of confirmed leaks, and pair automated checks with professional security review.
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For teamsHow this developed
4 November 2026
Lovable app scan finds exposed database records