UseTalos
PACK READY

Grant Writing Prompt Pack

37 battle-ready AI prompts for nonprofits and grant consultants — 10 for research & funder fit, 12 for narrative drafting, 6 for budgets, 5 for reporting, and 4 brutal red-team prompts that score your draft like a tired reviewer would. Plus the full grant-cycle workflow that chains them together.

Available at checkout your org or your clientsBuy now — instant Stripe checkoutSecure checkout by Stripe — Apple Pay, Link and cards accepted. The pack lands in your inbox the same day.

What's inside

10

Research & fit

Funder landscape mapping, fit scoring, guidelines decoding, eligibility audits, pipeline balance.

12

Narrative drafting

Need statements, program descriptions, theory of change, outcomes, LOIs, word-limit surgery, plain-language passes.

6

Budget prompts

Line-item builders, justification narratives, personnel math, match & in-kind valuation, red-flag review.

5

Reporting

Progress reports, outcome stories, variance explainers, final reports, funder stewardship.

4

Red-team

A skeptical reviewer, a consistency audit, a compliance sweep, and the "so what" test.

+1

The full workflow

SCOUT → QUALIFY → DRAFT → VERIFY → AFTER: which prompt to run at every stage of the cycle.

Straight from the pack

R2 · Research

Fit analysis

"Here are a funder's published priorities: [PASTE]. Here's our program: [DESCRIPTION]. Score the fit 1–10 on: mission alignment, geography, org size/stage, award size vs our need. For every score under 7, tell me whether it's fixable (framing) or disqualifying (fact). Verdict: apply / apply-with-adjustments / skip, and why."
N1 · Narrative

Need statement (with the honesty guard built in)

"Write a need statement (max [WORDS]) for [PROGRAM]. Facts you may use — and ONLY these: [LOCAL STATS + SOURCES...]. Structure: the human reality → the data → the gap → why now. Tone: urgent but factual, zero melodrama. Mark any place a stronger statistic would help with [STAT NEEDED]."
X1 · Red-team

The skeptical reviewer

"You are a tired grant reviewer reading application #47 today. Score my draft [PASTE] against this rubric [PASTE/OR: typical criteria — need, design, capacity, outcomes, budget]. Give the score you'd actually give, the exact sentences that cost points, and what a top-scoring answer does that mine doesn't."

Questions, answered

Will AI just make things up?

Not with these prompts. Every drafting prompt is written to use ONLY facts you provide and to flag gaps with [STAT NEEDED] instead of inventing numbers. AI speeds up the writing — it doesn't invent your program. That guard is baked into the pack.

Who is this for?

Nonprofit EDs and development staff, grant consultants, schools, and small orgs applying without a full-time grant writer.

Which AI tools does it work with?

ChatGPT, Claude, Gemini — any modern chat AI. No paid tier required, though longer proposals work better on paid models.

Does it find grants for me?

The research prompts build your search strategy and scoring system (Candid, Grants.gov, community foundations) — deliberately, they don't invent funder names. That's a feature: fake funder lists are one of the fastest ways AI wastes a nonprofit's time.

← Back to all products