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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
GPT Pilot
DEVELOPER / CODING
PROMPT
—
OUTPUT
—
TRAINING
—
COMMERCIAL
—
206 verified findings across the displayed surfaces.
Lovable
DEVELOPER / CODING
PROMPT
Users retain ownership of prompts and requirements. Lovable processes inputs to generate full-stack application code.
OUTPUT
Users own all code and applications generated by Lovable. Lovable does not assert IP over generated outputs.
TRAINING
Lovable uses Customer Data for model training by default but allows opt-out by contacting support or upgrading to Business plan. Raw or identifiable PII is not used for model training. Users own their Customer Data and AI Outputs.
COMMERCIAL
Commercial use is fully permitted. Lovable is purpose-built for creating commercial SaaS applications.
194 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
GPT Pilot carries highly permissive license terms; Lovable carries highly permissive license terms.FOR ENTERPRISE: GPT PILOT NOT RECOMMENDED · LOVABLE NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GPT PILOT | LOVABLE |
|---|---|---|
| PPrompt Ownership | ||
| OOutput Ownership | ||
| TModel Training | ||
| CCommercial Use | ||
| DData Privacy | ||
| $Tier Differences |
* Click any cell in the heatmap matrix to scroll directly to its verbatim policy citations below.
📂 Intellectual Property & Model Training
P
SURFACE 01
Prompt Ownership
GPT Pilot
MEDHIGH
—
“ D. User-Generated Content You own the content you post on GitHub. However, you have some responsibilities regarding it, and we ask you to grant us some rights so we can provide services to you. ”
Lovable
LOWHIGH
Users retain ownership of prompts and requirements. Lovable processes inputs to generate full-stack application code.
“ We (and our licensors) own all rights, title, and interest in and to the Services and Lovable Materials. This includes the Platform, Lovable Cloud, the AI Gateway, the Site, all underlying software, infrastructure, technology, databases, APIs, models, algorithms, interfaces, and…”
O
SURFACE 02
Output Ownership
GPT Pilot
MED⚠ CAUTIONHIGH
—
“ the use, disclosure, or display of your User-Generated Content;”
Lovable
LOWHIGH
Users own all code and applications generated by Lovable. Lovable does not assert IP over generated outputs.
“ Lovable retains all ownership rights in the lovable.app domain and all subdomains.”
T
SURFACE 03
Model Training
GPT Pilot
MED⚠ CAUTIONHIGH
—
“ Unless you opt out, GitHub's Affiliates may use your Inputs and Outputs under this license in accordance with their applicable privacy and contractual obligations. This license does not, however, permit GitHub or its Affiliates to share your Inputs or Outputs with third-par…”
Lovable
MED⚠ CAUTIONHIGH
Lovable uses Customer Data for model training by default but allows opt-out by contacting support or upgrading to Business plan. Raw or identifiable PII is not used for model training. Users own their Customer Data and AI Outputs.
“ We do not use raw or identifiable Personal Data for training but may anonymize/aggregate it for any lawful purpose. To opt out of using your Customer Data for model training, contact us at privacy@lovable.dev or upgrade to a Business plan with enhanced controls.”
C
SURFACE 04
Commercial Use
GPT Pilot
MEDHIGH
—
“ This Section D.9 does not apply to Access solely for the purpose of academic research or if, on the date you Access the Content, the number of monthly active users of the products or services made available by you is less than 700 million in the preceding calendar month. For the…”
Lovable
MEDHIGH
Commercial use is fully permitted. Lovable is purpose-built for creating commercial SaaS applications.
“ Subject to these Terms, we grant you a limited, personal, non-exclusive, non-transferable, revocable license to access and use the Services for your personal or internal business purposes, as permitted by your subscription plan. This license does not give you any ownership inter…”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
GPT Pilot
MED⚠ CAUTIONHIGH
—
“ You may not use the API to download data or Content from GitHub for spamming purposes, including for the purposes of selling GitHub users' personal information, such as to recruiters, headhunters, and job boards.”
Lovable
MED⚠ CAUTIONHIGH
—
“ We can retain PII as long as reasonably necessary to provide the Services.”
$
SURFACE 06
Tier Differences
GPT Pilot
MED⚠ CAUTIONHIGH
—
“ You must be age 13 or older. While we are thrilled to see brilliant young coders get excited by learning to program, we must comply with United States law. GitHub does not target our Service to children under 13, and we do not permit any Users under 13 on our Service. If we lear…”
Lovable
MED⚠ CAUTIONHIGH
—
“ may be limited to specific Services (for example, only the AI Gateway);”