Disclosure: this tutorial is written by the ScholarMuse team and includes our own tool. The diagrams are original teaching schematics, not product screenshots, live query results or a new benchmark.
If you are entering a new research area, published papers show only part of the landscape. Funded project records can help you identify active themes, investigators and institutions. But they are easy to misuse: a fiscal-year award is not a lifetime total, and an existing grant is not an open call for applications.
This tutorial uses NIH RePORTER to build a modest, traceable map—not a ranking of teams or a prediction of grant success.
1. Define the question before searching
Write one sentence describing the mechanism, population or method you want to explore. For illustration, “CAR-T resistance in leukemia” is a starting query, not a claim about current search results or treatment effectiveness.
Prepare a few related terms and decide whether you are mapping a method, disease area or institutional landscape. Change one concept per search so you can understand why the results change.
Funding-map workflow: frame a question, find projects, trace and group records.
2. Use a short result list to find starting points
ScholarMuse NIH RePORTER Search searches project text and returns up to six projects in the web interface. Available fields can include investigator, institution, fiscal year, that year’s award amount and a link to the original record.
Read the title and abstract before adding a project. Shared keywords do not guarantee that it addresses your question. Keep a column for “why relevant” and one for “outside scope.” A short list is a seed for investigation, not a complete funding landscape.
3. Verify the official project record
Open NIH RePORTER for each candidate. Record the project identifier, investigator, organization, project dates, fiscal year, available funding field and source URL. Distinguish the award record from a related publication or a subproject.
Do not silently combine different years. If an amount belongs to one fiscal year, label it that way. Adding rows without understanding the award structure can double-count funding, projects or teams.
When you need aggregate statistics, use a consistently defined dataset and documented counting rules. Six search results cannot establish which team is the best funded.
Funding-map boundaries: fiscal year, duplicates, opportunities and evidence.
4. Group projects into research themes
Create a working sheet with these fields:
- Query and retrieval date.
- Project ID and original URL.
- PI, institution and research theme.
- Abstract-based relevance reason.
- Fiscal year and amount, if available.
- Parent/subproject relationship or uncertainty.
- Notes for follow-up reading.
Cluster by questions and methods before comparing dollar amounts. An investigator may appear across multiple records, while one project can involve several contributors; do not equate every row with a unique team.
Follow project-linked papers to understand outputs, but evaluate those papers independently. An award demonstrates a funding event, not that every hypothesis or method was validated.
5. Separate landscape research from grant seeking
To find an application opportunity, consult the current official funding notice and its eligibility, deadlines and scope. Use the NIH Guide or Grants.gov as appropriate. Do not infer an open opportunity from an already funded RePORTER record.
Likewise, funding history is not a guarantee of future funding or a proxy for scientific truth. The useful outcome is a source-linked map of relevant projects, with counting limits made visible.
You can repeat the workflow when writing background notes, identifying adjacent methods or preparing a supervisor discussion. Keep it descriptive: “these retrieved records address this theme,” not “this proves the whole field is moving here.”
Product details checked on 16 October 2026: the five free web lookup tools share five accepted runs per IP per day, without an account; an accepted run can count even when an upstream provider fails. Agent/MCP calls have separate account and credit rules. Limits may change; check the tool page. Do not submit confidential or unpublished material merely to try this workflow.
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