Uploading and Parsing RFPs

Every grant proposal starts with an RFP — a request for proposals (or an RFA, NOFO, or funding announcement, depending on the funder). Before you can respond, you need to understand exactly what’s being asked. AI can read the entire document and extract what matters, but the quality of that extraction depends on how you get the document into the system.

The RFP Formats You’ll Encounter

RFPs come in every format imaginable:

PDF documents

The most common format. Some are clean, text-based PDFs that AI reads easily. Others are scanned images or have complex tables that require more careful handling.

Online portals

Some funders don't distribute an RFP at all — the requirements are embedded in an application portal, revealed one page at a time. You may need to capture or download the content.

Word documents

Less common but straightforward. AI handles these well, including embedded tables and formatted sections.

Multi-document packages

Federal grants especially: a NOFO, an appendix of requirements, a separate budget template, FAQ documents, and supplemental guidance. The full picture is spread across multiple files.

Getting the Full Picture

Watch out

The most common mistake in RFP parsing isn’t a technology problem — it’s an incomplete input problem. You upload the main RFP but miss the appendix with the scoring criteria. Or the funder updated the FAQ with a requirement change after the initial posting. AI can only work with what you give it.

Before you upload, check that you have:

The complete RFP or funding announcement (all pages)
Any appendices, addenda, or supplemental documents
The scoring rubric or review criteria (if published separately)
Any FAQ or clarification documents posted after the initial release
Budget templates or forms (if provided as separate files)

What AI Extracts

When AI reads an RFP, it identifies and organizes several categories of information:

Narrative requirements

The sections you need to write — needs statement, project description, evaluation plan, organizational capacity, sustainability — with page limits and formatting specifications.

Eligibility criteria

Who can apply, organizational requirements, geographic restrictions, matching fund requirements. These are your first go/no-go check.

Submission logistics

Deadline (date and time, including timezone), submission method (portal, email, mail), required format (PDF, Word), naming conventions, number of copies.

Scoring criteria

How the proposal will be evaluated. Which sections carry the most weight? What are reviewers looking for specifically?

Attachments and supporting documents

Letters of support, board lists, financial statements, 501(c)(3) determination letter, resumes — everything beyond the narrative.

AI parsing doesn’t replace reading the RFP yourself — it accelerates it. Let AI extract and organize the requirements, then read through its extraction looking for anything it missed or misinterpreted. You’ll catch nuances that AI won’t.

In Grantable

In Grantable, uploading an RFP is the first step in the writing workflow. Drop the document (PDF, Word, or multiple files) into your workspace and the AI reads it in full — every page, every requirement, every formatting specification. It renders the document in a viewer so you can read alongside the AI’s analysis. The parsed requirements become the foundation for the checklist you’ll work through in the next step.

Check your understanding

You download a federal NOFO that's 45 pages long. There's also a separate 12-page appendix with scoring criteria and a budget template in Excel. What should you upload?

Key Takeaways

RFPs come in many formats — PDFs, portals, Word docs, and multi-document packages. Collect everything before uploading.
The most common parsing mistake is incomplete input — missing appendices, scoring criteria, or FAQ updates
AI extracts narrative requirements, eligibility, logistics, scoring criteria, and attachment requirements
AI parsing accelerates your reading — it doesn't replace it. Review the extraction for nuances AI may miss.

Next Lesson

The RFP is uploaded. Now AI turns those pages of requirements into something actionable — an interactive checklist that becomes your proposal writing workflow.