Nicheloom visits: 41,587 all-time · 10,348 in the last 7 days

The opportunity tracker for new startups.

Today: 2,011 launches · Niche of the day: ai video generation tools · See what launched today →

AutoIllustrate

Generate publication-ready, editable draw.io figures for research papers from a methods section, using LLM agents.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Visit website ↗ Source listing ↗

GITHUB · launched Oct 14, 2026 · 97 upvotes (top 18%)

Similar launches

See all 990 similar launches →

Could you build this?

Partial A web front end that takes a methods section and calls LLM agents is straightforward. Producing layouts that are correct, legible, and publication-quality in draw.io XML is hard, and it takes iteration and evaluation that vibe coding alone won't give you.

What it would actually take: Build a pipeline: an LLM extracts entities and relations from the methods text into a structured graph, a layout engine places nodes, and the output is serialized as draw.io XML. Multi-agent critique loops can check and refine the diagram. The hard part is evaluation: you need a benchmark of paper figures and expert judgment to tune layout and fidelity, which requires domain researchers and real data.

Competitors

Other products that read as similar to this one : 990 launches clear the similarity bar, closest 8 shown.

Attention rank: #142 of 991 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 350 days after the earliest competitor.

Other launches for this product