Executive Summary

Researchers, postdocs and graduate students routinely spend hours converting academic PDFs into 8–12 minute conference slide decks, wrestling with extracting figures, cropping images, preserving captions and nailing timing—this is a recurring pain for roughly every presenter who needs polished, time-bound slides. The manual work is tedious, error-prone and distracts from the research itself, especially for labs and conference-heavy fields. Build a web service that converts a PDF into an editable, timed slide deck in ~60 seconds: high-fidelity extraction of figures, tables and captions, suggested speaker notes and per-slide timing presets, plus one-click export to Google Slides/PowerPoint and templates tailored to academic formats. The product would emphasize editability, so users can quickly refine content rather than starting from scratch. The market is attractive now: 15M presenters × $300 ACV implies a $4.5B addressable market, hybrid/in-person conferences are stable, and rapid adoption of AI-generated content lowers friction for document-to-presentation automation. Early revenue could come from institutional subscriptions to labs, conference organizers and graduate programs where time savings are quantifiable. You can stand out by mastering academic PDF parsing and delivering reliable figure/table extraction, citation fidelity and timing optimization that generic slide tools don’t offer, while integrating review workflows for co-authors and organizers. That differentiation matters because the main challenges are technical variability in PDFs, building user trust in automated outputs and competing in a medium-competition space—if you can solve those, this is worth pursuing.

Market Opportunity

Convert academic PDFs into timed editable conference slides in 60s targets a $4.5B = 15M presenters × $300 ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — based on growth in AI productivity and presentation tooling markets (industry reports 2023–24).

Key trends driving demand: AI-generated content is being rapidly adopted by knowledge workers, which lowers the friction for tools that automate document-to-presentation conversion — this increases demand for slide-generation tools.; Hybrid and in-person conferences have resumed steady volume, keeping demand for short, polished academic talks consistent and predictable.; Improved document understanding and vision models enable reliable extraction of figures, tables and captions from PDFs — this creates the technical foundation for automated paper-to-slide converters.; Teams and institutions increasingly standardize on branded templates and workflows; a slide generator that outputs editable .pptx files fits into existing enterprise tooling more easily than closed formats..

Key competitors include SlidesAI, Beautiful.ai, Scholarcy.

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Convert academic PDFs into timed editable conference slides in 60s

Executive Summary

Market Validation

Market Opportunity

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