agent · personal assistant
ChatGPT for Tinder and Bumble vs Marb.ai
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | ChatGPT for Tinder and Bumble | Marb.ai |
|---|---|---|
| Indemnification· | Indemnity runs from the user to the vendor: by using the extension the user agrees to indemnify its creator from any liability. No vendor-to-customer indemnity is stated. “By using the extension, you agree to indemnify its creator from any liability.”chromewebstore.google.com · checked Aug 9, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Audit trail· | no public information chromewebstore.google.com · checked Aug 9, 2026 | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 |
| Explainability· | no public information chromewebstore.google.com · checked Aug 9, 2026 | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 |
| Runtime governance· | no public information chromewebstore.google.com · checked Aug 9, 2026 | “Enterprise bezpečnost Mějte pod kontrolou, na čem vašemu byznysu záleží: vestavěné mantinely, řízené přístupy a čistá správa dat. Úvěrové rozhodnutí nikdy neopouští banku.”www.marb.ai · checked Aug 1, 2026 |
| Permission scopes· | no public information chromewebstore.google.com · checked Aug 9, 2026 | “Z celého trhu i financí klienta jeden verdikt za 90 sekund. Agenti si proženou trh i data klienta a vrátí přes API jeden verdikt: koupit teď, nebo přesný plán, jak na to.”www.marb.ai · checked Aug 1, 2026 |
Safety
| Field | ChatGPT for Tinder and Bumble | Marb.ai |
|---|---|---|
| Safety policy· | “Is your data safe? Yes. It's encrypted at rest, never sold, and shared with AI only when you use these features.”chromewebstore.google.com · checked Aug 9, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Usage restrictions· | “This extension isn't affiliated with nor endorsed by any dating platforms or AI providers. In fact, we're affiliated with absolutely no one.”chromewebstore.google.com · checked Aug 9, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
| Data handling· | “It's encrypted at rest, never sold, and shared with AI only when you use these features.”chromewebstore.google.com · checked Aug 9, 2026 |
Practicality
| Field | ChatGPT for Tinder and Bumble | Marb.ai |
|---|---|---|
| Pricing model· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Availability· | no public information chromewebstore.google.com · checked Aug 9, 2026 | |
| Integrations· | “Connect seamlessly with any LLM via OpenRouter”chromewebstore.google.com · checked Aug 9, 2026 | |
| Supported regions· | “9 languages Deutsch , English , dansk , español , français , lietuvių , polski , suomi , svenska”chromewebstore.google.com · checked Aug 9, 2026 | “Praha · Bratislava · Málaga Postaveno pro Evropu od prvního dne.”www.marb.ai · checked Aug 1, 2026 |
| Support model· | “For help with questions, suggestions, or problems, visit the developer's support site”chromewebstore.google.com · checked Aug 9, 2026 | no public information www.marb.ai · checked Aug 1, 2026 |
Ecosystem
| Field | ChatGPT for Tinder and Bumble | Marb.ai |
|---|---|---|
| Protocols supported· | no public information chromewebstore.google.com · checked Aug 9, 2026 | |
| Tool use· | “Write better messages 📝 Take private notes on your matches 📍 Instantly change your location 🔗 Effortlessly share chats with friends (or your mom!) 📊 Reveal insights about your texting patterns (directly inside your chats!)”chromewebstore.google.com · checked Aug 9, 2026 | |
| Multi-agent· | no public information chromewebstore.google.com · checked Aug 9, 2026 | “Jeden underwriter koupě, čtyři agenti. Každý pokrývá jednu chvíli rozhodování.”www.marb.ai · checked Aug 1, 2026 |
| API access· | no public information chromewebstore.google.com · checked Aug 9, 2026 |
Impact
| Field | ChatGPT for Tinder and Bumble | Marb.ai |
|---|---|---|
| User base· | 541 users (Chrome Web Store listing) “541 users”chromewebstore.google.com · checked Sep 2, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information www.marb.ai · checked Aug 1, 2026 |
| Deployment scale· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Target sectors· | ||
| High-risk domains· | no public information chromewebstore.google.com · checked Aug 9, 2026 |
Disclosed by neither
Both ChatGPT for Tinder and Bumble and Marb.ai publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- Documented incidents
- Price point
- Deployment options
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do ChatGPT for Tinder and Bumble and Marb.ai compare on user base?
- ChatGPT for Tinder and Bumble: 541 users (Chrome Web Store listing). Marb.ai: no public information disclosed.
- How do ChatGPT for Tinder and Bumble and Marb.ai compare on indemnification?
- ChatGPT for Tinder and Bumble: Indemnity runs from the user to the vendor: by using the extension the user agrees to indemnify its creator from any liability. No vendor-to-customer indemnity is stated.. Marb.ai: no public information disclosed.