Turn this comparison into procurement-ready diligence
Free shows today's risk. A Stack Audit gives you a citable, verbatim-sourced PDF across your whole AI stack — and flags the moment a vendor's terms change.
SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
Gumloop
WORKFLOW & AUTOMATION
PROMPT
Users own all prompts and data pipeline layouts.
OUTPUT
Data outputs generated belong 100% to the user.
TRAINING
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
COMMERCIAL
Commercial use of data workflows is fully permitted.
361 verified findings across the displayed surfaces.
Lovo
IMAGE / VIDEO / AUDIO GENERATION
PROMPT
Users retain full ownership of submitted prompt characters and keywords.
OUTPUT
Users own generated creative outputs. Platform retains personal license to index generated catalog unless toggled to private.
TRAINING
Enabled by default on consumer accounts to train future generative weights. Opt-out requires premium/private adjustments.
COMMERCIAL
Commercial use is permitted on paid profiles. Free trial creations carry personal-use attribution restrictions.
325 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Gumloop has moderate defaults; Lovo has moderate defaults.FOR ENTERPRISE: GUMLOOP ENTERPRISE TIER ACCEPTABLE · LOVO ENTERPRISE TIER ACCEPTABLE
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GUMLOOP | LOVO |
|---|---|---|
| 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
Gumloop
MEDMED
Users own all prompts and data pipeline layouts.
“ 7. Content ”
Lovo
MEDMED
Users retain full ownership of submitted prompt characters and keywords.
“ You are the creator and owner of the Submitted Files, or you have the necessary licenses, rights, consents, releases, and permissions to use and authorize us to use your Submitted Files in any manner contemplated by our Services, including for the purposes of Voice Designing (Cl…”
O
SURFACE 02
Output Ownership
Gumloop
HIGHMED
Data outputs generated belong 100% to the user.
“ By posting Content on or through Service, You represent and warrant that: (i) Content is yours (you own it) and/or you have the right to use it and the right to grant us the rights and license as provided in these Terms, and (ii) that the posting of your Content on or throug…”
Lovo
MED⚠ CAUTIONMED
Users own generated creative outputs. Platform retains personal license to index generated catalog unless toggled to private.
“ While we may edit and make format changes to your content (such as translating or transcribing it, modifying the size, layout, file type, or removing metadata), we will not modify the meaning of your expression.”
T
SURFACE 03
Model Training
Gumloop
MED⚠ CAUTIONMED
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
“ (m) we do not use Google Workspace APIs to develop, improve, or train generalized AI and/or ML models. Data ”
Lovo
HIGHMED
Enabled by default on consumer accounts to train future generative weights. Opt-out requires premium/private adjustments.
“ Certain parts of our Services may ask you to provide Personal Information voluntarily. For example, we may ask for certain information to use features in our Services, register an account with us, subscribe to marketing communications from us, improve our machine learning featur…”
C
SURFACE 04
Commercial Use
Gumloop
MED⚠ CAUTIONMED
Commercial use of data workflows is fully permitted.
“ (iii) The business or commercial purpose for collecting or selling your personal information. ”
Lovo
MED⚠ CAUTIONMED
Commercial use is permitted on paid profiles. Free trial creations carry personal-use attribution restrictions.
“ Some examples of use cases that require separately authorized resell rights not included in any of the Subscription include web and mobile applications that resemble, access or provide a gateway to LOVO’s core functionality for re-sale by you to third parties.”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Gumloop
HIGHMED
—
“ we sold it to. If we have not sold your personal information, we will inform you of that fact. ”
Lovo
MED⚠ CAUTIONMED
—
“ Harvest or otherwise collect or disclose information about other users without their consent;”
$
SURFACE 06
Tier Differences
Gumloop
MEDMED
—
“ Some parts of Service are billed on a subscription basis (“ Subscription(s) ”). You will be billed in advance on a recurring and periodic basis (“ Billing Cycle ”). Billing cycles are set either on a monthly or annual basis, depending on the type of subscription plan you sel…”
Lovo
MED⚠ CAUTIONMED
—
“ Due to the nature of our Services, we will not be providing refunds once you have confirmed payment of your purchase and 24 hours have passed.”