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✅ Fully autonomous AI agents are only as good as the context they can pull, in real time, at scale. Case in point: Artisan's Ava 2.0, an AI BDR that sources leads, writes outreach, handles replies and books meetings with no human in the loop. What powers that context layer? Linkup's web search API. Ava 2.0 taps Linkup for structured company context, value proposition, market positioning and ICP signals, feeding enrichment and onboarding from the second a user lands. We sat down with Artisan's CEO Jaspar Carmichael-Jack to break down what it really takes to give an AI agent real-world context at scale. 👇 Builders, what's the real bottleneck for autonomous agents today: reasoning, or access to fresh, structured web data?

[FEATURE] Introducing Deep Research Mode, our most powerful feature yet, and it changes how AI agents do research. ✅ Up to 10 iterations of autonomous web retrieval, browses, reads & synthesizes in seconds ✅ Benchmarked for factual accuracy on web-grounded, real-world questions, trusted by production AI teams ✅ Every claim is sourced & structured, ready-to-use reports, no prompt engineering needed Whether you're doing competitive intel, market research, or due diligence, Deep Research Mode works while you don't. Try it now

[CASE STUDY] How Pennylane 5×'d its research capacity without hiring ? ✅ 5× research capacity, no extra headcount ✅ −25% manual validation time ✅ 10,000+ enriched data points / month Download the case study to find out how ⬇️

[CASE STUDY] Pennylane × Linkup Pennylane serves 1M+ clients on its financial platform. To scale company data research, two options: hire, or automate. The result: ✅ 5× research capacity. ✅ −25% manual validation time. ✅ 10,000+ enriched data points every month. ✅ No new headcount. Download the case study to see how they built it.

[BENCHMARK] In this benchmark, you'll get: ✅ A blind comparison of 4 AI search APIs on 600 real enterprise queries ✅ The 3 metrics that break AI search in prod: hallucinations, entity coverage, source diversity ✅ Open-source eval code to replicate the benchmark on your own stack

[BENCHMARK] Stop guessing which Web Search API to integrate into your AI stack. This benchmark gives you the performance breakdown you need to pick the right provider. Discover now.