Turn scattered sources into
clear, comparable evidence.
Collect public webpages, extract the exact facts you need, compare sources row by row, and ask questions across the resulting research workbook.
Works with Google Sheets · Preview before writing · No code requiredCollect company, product, positioning, pricing, location, and evidence URLs from a list of websites.
1source tablecomplete
2structured factscomplete
3comparisonready
SheetSteps does the repetitive browser and spreadsheet work.
You stay in control of the decisions.
You start with rows in Google Sheets—usually URLs, records, or text. You tell SheetSteps what a useful finished row should contain. It tests the instruction on a small sample, shows the proposed columns, and only runs the larger job after you approve it.
The same fields collected from every page
Differences and missing information made visible
Source-backed summaries across the workbook
What SheetSteps AI does
for this work.
These are real capabilities in the product, combined into a workflow for this profession.
Web extraction
Collect consistent facts and evidence from many public sources.
Workbook intelligence
Compare claims, find gaps, and ask questions across the completed research table.
AI formulas
Classify, summarize, score, and extract fields row by row.
Monitoring
Recheck important sources and isolate material changes.
Start with the job
you already do.
You do not need to redesign your process around AI. Begin with one slow, repetitive part of the workflow and keep the result in a familiar spreadsheet.
Market landscape
Collect company, product, positioning, pricing, location, and evidence URLs from a list of websites.
Literature and policy review
Pull dates, claims, authors, definitions, and quoted evidence into consistent research columns.
Vendor comparison
Compare features, restrictions, support, integrations, and public pricing without juggling browser tabs.
Ongoing monitoring
Recheck important pages and surface only material changes for human review.
What goes in.
What comes back.
Each step stays visible, so a teammate can understand the workflow without reverse-engineering a script.
- 1Input
- Public URL or list of URLs
- 2Extract
- Title, author, date, claims, facts, citations
- 3AI action
- Classify, summarize, compare, flag conflicts
- 4Output
- A reviewable evidence table in Google Sheets
Your first useful workflow
in four understandable steps.
- 01
Add your sources
Paste URLs, import a sitemap, or start with a list already in your Sheet.
- 02
Name the evidence
Choose the facts every source should provide. SheetSteps turns each fact into a column.
- 03
Test one source
Preview a representative page and adjust vague or missing fields before running the list.
- 04
Review the table
Filter missing evidence, open source links, and ask questions across the completed workbook.
Start with a tested formula.
Turn it into a recipe when it works.
These SheetSteps AI templates are selected specifically for this Solution. Copy one into Google Sheets, customize it, or run it across a previewed batch.
Source fact extractor
Pull the same evidence fields from every source.
=SHEETSTEPS_EXTRACT(A2,"author, date, claim, evidence")Source summary
Summarize a source without losing its core claim.
=SHEETSTEPS_SUMMARIZE(B2,"3 factual bullets")Evidence classifier
Group sources into a fixed research taxonomy.
=SHEETSTEPS_CLASSIFY(B2,"Primary, Secondary, Commentary")Page-data collector
Collect metadata from each public research URL.
=SHEETSTEPS_PAGE_DATA(A2)Use a ready-made Sheet
as your starting point.
Copy a template, add your own rows, then use SheetSteps AI when you need to research, clean, analyze, or update the workbook.
Research Tracker
Research Tracker with a purpose-built research tracker entries tab, live totals and example rows for students.
Records29View free template →Real estateComparative Market Analysis
Comparative Market Analysis with a purpose-built working records tab, live totals and example rows for agents.
Records27View free template →EventsVenue Comparison
Venue Comparison with a purpose-built calculations tab, live totals and example rows for event planners.
Records32View free template →Small businessVendor Tracker
Vendor Tracker with a purpose-built vendor tracker entries tab, live totals and example rows for owners.
Records24View free template →Questions about
SheetSteps for Research & Analysis.
Clear answers about how the workflow works, what data it can use, and where a person remains in control.
Can SheetSteps summarize several sources together?+
Yes. After the sources are structured in a workbook, SheetSteps can compare rows, group themes, identify disagreements, and create a source-linked summary without hiding the underlying evidence.
Can I extract quotations and citations?+
Yes. Add quote, source URL, author, publication date, and page title as separate fields. Always review quotations against the linked source before publishing.
Do I need to write code or know web scraping?+
No. Describe the information you need in ordinary language, select suggested fields, and test one example. Advanced users can still use selectors and more precise extraction rules when needed.
Will SheetSteps change my source spreadsheet automatically?+
No. SheetSteps shows a preview before writing results. You choose the destination columns, review a sample, and approve the run. Existing source cells remain protected unless you explicitly choose to update them.
Does SheetSteps work inside Google Sheets?+
Yes. The Google Sheets add-on can use selected cells as inputs, preview new columns, run larger jobs in the background, and write reviewed results back into the same workbook.
Put one real research & analysis workflow
into SheetSteps AI.
Start with a small sample. Keep the output understandable. Scale only after the result looks right.
Start a research workflow →