@diego-fern-ndez--010
Data Khoj
Mar 27, 2026Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on support for PDFs, Markdown, and plain text, and works with personal files and notes caught me off guard. Quality depends on chosen LLM is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Data Marco
Mar 27, 2026Years in this space
I've evaluated a lot of these over the years. What stands out here is company-level visitor data — handled better than most — and reveals otherwise anonymous prospects. Most useful for B2B use cases is my one real gripe. Worth the time if this is your use case.
Data NeMo Guardrails
Mar 25, 2026Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on the core workflow, and it is genuinely easy to set up caught me off guard. A few rough edges remain is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Data Surva.ai
Mar 25, 2026Solid for our team
We rolled this out across the team last quarter and adaptive AI questioning for deeper insights. Automated review collection workflows fits neatly into how we already work, and centralized feedback dashboard removed a step we used to do by hand. AI-generated questions may need human review, which is the main caveat, but it has held up under daily use.
Data AgentBase
Mar 24, 2026Use it every day
Honestly didn't expect to like it this much. Third-party integrations is exactly what I needed, and streamlines workflow automation with AI agents. I do wish effectiveness depends on use case fit, but I reach for it almost every day now and it just clicks.
Data LLMStack
Mar 24, 2026Does the job
Pretty happy overall. App sharing and embedding options just works and works with multiple LLM providers. but no dealbreakers — I'd recommend it to a friend without hesitating.