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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
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.
Perplexity AI
ENTERPRISE SEARCH / PRODUCTIVITY
PROMPT
Users retain ownership of their queries and uploaded content per Perplexity's Terms.
OUTPUT
Perplexity does not claim ownership of AI-generated answers. Output IP status is not explicitly addressed.
TRAINING
Privacy Policy (effective February 5, 2026) states Perplexity uses data 'to improve the Services (including our AI models).' Opt-out is explicitly available in settings. Email/calendar integration data is explicitly excluded from AI training: 'we do not use or disclose Email Service Information to create, train, improve or fine-tune AI models.'
COMMERCIAL
Commercial use governed by plan tier. API use is explicitly commercial-use-permitted.
118 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Lovable carries highly permissive license terms; Perplexity AI carries highly permissive license terms.FOR ENTERPRISE: LOVABLE NOT RECOMMENDED · PERPLEXITY AI NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | LOVABLE | PERPLEXITY AI |
|---|---|---|
| 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
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…”
Perplexity AI
MEDHIGH
Users retain ownership of their queries and uploaded content per Perplexity's Terms.
“- Your input and output, such as questions, prompts and other content that you input, upload or submit to the Services, and the output that you create, and any collections or pages that you generate using the Services (“ **Service Interaction Information**”). Service Interaction…”
O
SURFACE 02
Output Ownership
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.”
Perplexity AI
HIGH
Perplexity does not claim ownership of AI-generated answers. Output IP status is not explicitly addressed.
No citation available
T
SURFACE 03
Model Training
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.”
Perplexity AI
LOW⚠ CAUTIONHIGH
Privacy Policy (effective February 5, 2026) states Perplexity uses data 'to improve the Services (including our AI models).' Opt-out is explicitly available in settings. Email/calendar integration data is explicitly excluded from AI training: 'we do not use or disclose Email Service Information to create, train, improve or fine-tune AI models.'
“You may also have the ability to sync your third party email account or calendar (such as Gmail and Google Calendar) with the Services. If you choose to sync these accounts, we will have access to your contacts and information from the email messages and calendar appointments in…”
C
SURFACE 04
Commercial Use
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…”
Perplexity AI
HIGH
Commercial use governed by plan tier. API use is explicitly commercial-use-permitted.
No citation available
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Lovable
MED⚠ CAUTIONHIGH
—
“ We can retain PII as long as reasonably necessary to provide the Services.”
Perplexity AI
MED⚠ CAUTIONHIGH
Standard plan: personal, non-commercial use only. Enterprise terms at perplexity.ai/hub/legal/enterprise-terms-of-service. Email/calendar integration data explicitly excluded from AI model training.
“We retain your information for as long as is reasonably necessary for the purposes specified in this Privacy Policy. When determining the length of time to retain your information, we consider various criteria, including whether we need the information to continue to provide you…”
No fixed retention schedules are provided; retention is effectively open-ended tied to broad business purposes.
$
SURFACE 06
Tier Differences
Lovable
MED⚠ CAUTIONHIGH
—
“ may be limited to specific Services (for example, only the AI Gateway);”
Perplexity AI
LOWHIGH
Standard plan: personal, non-commercial use only. Enterprise terms at perplexity.ai/hub/legal/enterprise-terms-of-service. Email/calendar integration data explicitly excluded from AI model training.
“ This Privacy Policy describes how Perplexity AI, Inc. (“ we ”, “ us ,” “ our ”) collects, uses and discloses information about individuals who use our websites ( www.perplexity.ai and https://labs.perplexity.ai ) to access the free version of our product or Perplexity Pro or Per…”