Research use cases for AI bots Page 3 of 3
Research bots do the reading and gathering, so you start from a draft instead of a blank page. These use cases track new papers and releases, search your own files and notes, compare facts across sites with a link for each one, and turn a pile of sources into a structured digest. Most start when you ask; some run on a weekly schedule.
128 use cases · When you ask: 101 · On a schedule: 24 · When something happens: 3 · Tools used most: Notes, Browser, Docs
Headless web scraper and content extractor
Collect clean article text and tabular data from targeted sites into a structured database
Tools: Browser, Database, NotesintermediateHeadless web content extractor and snapshot generator
Fetch dynamic web pages, trigger client interactions, and extract clean markdown or document snapshots
Tools: Browser, Terminal, NotesSkillintermediateGenerating charts from tabular data
Turn raw table data into clean, formatted charts and visual summaries on demand.
Tools: Spreadsheet, Chat, DocsSkillintermediateFundamental equity valuation modeling
Model intrinsic company value based on long-term cash flow and margin forecasts
Tools: Browser, Spreadsheet, NotesSkillintermediateFinancial chart analysis and technical indicator assistant
Analyze market chart breakouts, script indicators, and summarize price action events.
Tools: Notes, Terminal, ChatintermediateExtract web page content into structured markdown
Crawl dynamic websites, extract page text, and generate structured markdown summaries
Tools: Browser, Terminal, DocsSkillintermediateExtract structured web data for research
Collect and organize public web search listings and directory data into structured datasets
Tools: Browser, Spreadsheet, NotesSkillintermediateEvaluating safety and alignment transfer across distilled models
Run matched-pair evaluation benchmarks across teacher and student models to audit alignment shifts.
Tools: GitHub, Terminal, DocsadvancedEquity and market intelligence researcher
Track asset fundamentals, macro indicators, and corporate news to build daily research briefings
Tools: Browser, Spreadsheet, NotesintermediateDocument library research and question answering
Search uploaded documents and verify findings with live web lookups
Tools: Chat, Docs, PDF files, BrowserSkillbeginnerDocument archive question answering with citations
Search complex multi-format document archives and synthesize answers backed by exact source references
Tools: Docs, PDF files, Chat, DatabaseintermediateDistilling neural circuits into verified code
Convert extracted transformer subcircuits into human-readable Python algorithms with formal checks
Tools: GitHub, Terminal, NotesSkilladvancedCurating an hourly tech news briefing
Filter top technical headlines and generate concise category summaries
Tools: Browser, NotesintermediateConducting persistent quantitative investment research
Run analytical code against financial datasets and maintain persistent notes across research sessions
Tools: Terminal, Database, Notes, SpreadsheetSkilladvancedConduct deep multi-source research and citation verification
Gather academic and web sources, audit citations adversarially, and produce structured synthesis reports
Tools: Browser, Terminal, Notes, DocsSkilladvancedComputational material screening assistant
Automate DFT simulation workflows and catalog candidate crystal structures
Tools: Terminal, Docs, DatabaseSkilladvancedCompetitor analysis and briefing deck builder
Investigate market competitors, draft an auditable briefing, and assemble presentation slides.
Tools: Browser, Docs, NotesSkillintermediateCompare modern hearing aid models and user feedback
Evaluate hearing devices, audio features, and real-world performance based on your lifestyle needs
Tools: Browser, Chat, NotesSkillbeginnerCataloging historical tech memos and primary sources
Gather, parse, and catalog rare public exhibits, memos, and archival documents into a reference library
Tools: Browser, PDF files, NotesSkillintermediateBranching research inquiry management
Track separate lines of investigation with isolated context branches and synthesized findings
Tools: Chat, Notes, DocsSkillintermediateBenchmarking OCR and vision models on documents
Compare text extraction accuracy and formatting across multiple vision models side by side
Tools: PDF files, Spreadsheet, TerminalSkillintermediateAutonomous web research and data gathering
Navigate dynamic websites and extract structured information from plain language prompts
Tools: Browser, NotesSkillintermediate- Research
Autonomous competitor research and market sizing dossier
Decompose competitor research into targeted web inquiries and synthesize findings into structured briefs
Tools: Browser, Spreadsheet, Docs, Chatintermediate Automated layer modification and benchmark evaluator
Run systematic layer routing experiments and benchmark model performance across test suites
Tools: Terminal, Spreadsheet, NotesSkilladvancedAutomated equity research and market trend analysis
Gather market data, review financial filings, and compile structured investment briefs
Tools: Browser, Docs, NotesintermediateAutomated deep topic researcher
Compile multi-source research briefs with verified citations and structured outlines
Tools: Browser, Docs, PDF filesSkillintermediateAuditing entity recognition and hallucinations across models
Query public models to evaluate how accurately your identity or brand is represented
Tools: Browser, Docs, ChatSkillintermediateArchiving technical history and code examples
Gather historical computing papers, reconstruct code snippets, and organize manuscript chapters
Tools: Browser, Docs, Notes, PDF filesSkillintermediateAggregate launch feedback into feature requests
Sort community comments from release threads into prioritized backlog items and draft replies
Tools: Browser, Spreadsheet, ChatSkillintermediateAdversarial stress testing for assumptions
Challenge personal hypotheses by uncovering hidden premises and strong counter-arguments
Tools: Chat, NotesSkillintermediateCollect and compare information from several websites
Same facts from several sites, in one cited table.
Tools: Browser, SpreadsheetSkillintermediateSummarize research papers into a reading list
New papers turned into a short, honest reading list.
Tools: Browser, Docsbeginner
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