agent · research
GPT Researcher vs Linkup
55 fields both were evaluated on, 28 of them different — including where one discloses something the other does not. Every value links to the document it came from. 27 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | GPT Researcher | Linkup |
|---|---|---|
| Explainability· | “GPT Researcher provides comprehensive cited sources for the research results.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Runtime governance· | no public information gptr.dev · checked Aug 1, 2026 | “Tune the index, pick the sources, set the freshness.”linkup.so · checked Aug 1, 2026 |
| Permission scopes· | no public information gptr.dev · checked Aug 1, 2026 | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls.”linkup.so · checked Aug 1, 2026 |
| Compliance certifications· | no public information gptr.dev · checked Aug 1, 2026 | SOC 2 Type 2 report, and HIPAA compliance in progress, per the vendor's trust center. “Compliance Documents SOC2 type 2 report HIPAA (In progress)”trust.linkup.so · checked Aug 20, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| SLA terms· | no public information gptr.dev · checked Aug 1, 2026 | |
| Evaluation coverage· | “Ranked #1 in Academic Benchmarks Carnegie Mellon University's DeepResearchGym (May 2025) evaluated leading deep research systems on 1,000 complex queries.”gptr.dev · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
Agency
| Field | GPT Researcher | Linkup |
|---|---|---|
| Autonomy level· | no public information linkup.so · checked Aug 1, 2026 | |
| Goal complexity· | “Research anything, effortlessly: Whether it's company briefs, people and markets analysis, trend spotting, market research, talent recruitment, travel planning, medical studies, stock analysis or business insights”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Action space· | “GPT Researcher takes care of everything from accurate source gathering to organization of research results with citations.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Operating environment· | “GPT Researcher will start gathering information from multiple online trusted sources.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Initiative· | no public information linkup.so · checked Aug 1, 2026 |
Safety
| Field | GPT Researcher | Linkup |
|---|---|---|
| Safety evaluations· | no public information gptr.dev · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
| Third-party evaluations· | no public information gptr.dev · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
| Data handling· | no public information gptr.dev · checked Aug 1, 2026 | “Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 |
Practicality
| Field | GPT Researcher | Linkup |
|---|---|---|
| Pricing model· | no public information gptr.dev · checked Aug 1, 2026 | |
| Deployment options· | no public information gptr.dev · checked Aug 1, 2026 | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls. Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 |
| Integrations· | “Use any Search Engine Conduct research with any search engine from Google, Bing to Tavily and DuckDuckGo.”gptr.dev · checked Aug 1, 2026 | “Linkup works with the OpenAI SDK wrapper, LangChain, CrewAI, and dozens of other frameworks.”linkup.so · checked Aug 1, 2026 |
Foundation models
| Field | GPT Researcher | Linkup |
|---|---|---|
| Base models· | “Support for all LLMs Easily connect any LLM of your choice from OpenAI, Anthropic, Groq to Llama 3 and HF.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Model provider· | “Support for all LLMs Easily connect any LLM of your choice from OpenAI, Anthropic, Groq to Llama 3 and HF.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Model swappable· | “You can also train your own LLMs and use them with GPT Researcher.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Fine-tuning· | “You can also train your own LLMs and use them with GPT Researcher.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
Ecosystem
| Field | GPT Researcher | Linkup |
|---|---|---|
| Tool use· | “GPT Researcher will start gathering information from multiple online trusted sources.”gptr.dev · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Multi-agent· | “Multi-Agent Support Add GPT Researcher to a team of agents to collaborate on research.”gptr.dev · checked Aug 1, 2026 | “Agentic deal sourcing and investment intelligence platform”linkup.so · checked Aug 1, 2026 |
| API access· | no public information gptr.dev · checked Aug 1, 2026 | “The production-grade Web Search API for AI”linkup.so · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Impact
| Field | GPT Researcher | Linkup |
|---|---|---|
| User base· | “With millions of downloads and hundreds of contributions worldwide”gptr.dev · checked Aug 1, 2026 | leading AI labs and global financial institutions “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 |
| Deployment scale· | “With millions of downloads and hundreds of contributions worldwide, GPT Researcher is the go-to solution for AI-powered research.”gptr.dev · checked Aug 1, 2026 | “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 |
| Target sectors· | no public information gptr.dev · checked Aug 1, 2026 | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 |
| High-risk domains· | no public information gptr.dev · checked Aug 1, 2026 | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 |
Disclosed by neither
Both GPT Researcher and Linkup publish nothing on these 27 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 27 identical table rows. Each is shown with its source check on the individual profiles.
- Human oversight
- Documented incidents
- Price point
- Availability
- Supported regions
- Support model
- Open weights
- Context window
- Protocols supported
- Open source
- Marketplace presence
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do GPT Researcher and Linkup compare on compliance certifications?
- GPT Researcher: no public information disclosed. Linkup: SOC 2 Type 2 report, and HIPAA compliance in progress, per the vendor's trust center..