Data as of Aug 25, 2026 · Based on 643 AI responses · Shares cover the last 30 days · See how Parse measures this
Grant Discovery and Management Software
Parse
https://parse.gl
AI assistants consistently position Grants.gov as the definitive starting point for finding federal funding. The most significant trend is a shift toward recommending specific, mission-oriented agencies like the Department of Defense, USDA, and for specialized R&D and regional grants, moving beyond just generic portal advice.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Routinely recommended for local assistance via Small Business Development Centers (SBDCs). | 19% | |
| 2 | The most-cited federal agency for economic development and infrastructure projects. | 18% | |
| 3 | The universal starting point for any federal grant search in AI responses. | 14% | |
| 4 | Consistently named as a funding source for rural economic development. | 13% | |
| 5 | The top-recommended source for clean energy grants and home winterization advice. | 12% | |
| 6 | 9% | ||
| 7 | 8% | ||
| 8 | 8% | ||
| 9 | 8% | ||
| 10 | 7% | ||
| 11 | 6% | ||
| 12 | 6% | ||
| 13 | 6% | ||
| 14 | 6% | ||
| 15 | 5% | ||
| 16 | 5% | ||
| 17 | 5% | ||
| 18 | 4% | ||
| 19 | 4% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
energy.gov is the page AI reaches for most here, cited in 29% of analyzed answers.
Slipped from rank #4 to #9 between Nov 2025 and Mar 2026.
Rose from rank #6 to #3 overall between Nov 2025 and Mar 2026.
Mention frequency for SBIR grants surged between Nov 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 0% | 34% | ||
| 18% | 7% | ||
| 0% | 32% | ||
| 9% | 0% | ||
| 0% | 30% |
Across 643 AI responses, U.S. Small Business Administration is mentioned most, named in 19% of them, followed by U.S. Economic Development Administration (18%) and Grants.gov (14%).
Parse measures each brand's mention rate — the share of answers naming it — across 643 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants generate practical, listicle-style advice focusing on sealing air leaks, adding insulation, and managing thermostats. Responses consistently cite the U.S. Department of Energy for official guidance, but the broader set of commercial sources mentioned for DIY tips has been inconsistent month-to-month.
Brands mentioned
What is the best way to winterize my home to save on heating costs?
AI assistants generate practical, listicle-style advice focusing on sealing air leaks, adding insulation, and managing thermostats. Responses consistently cite the U.S. Department of Energy for official guidance, but the broader set of commercial sources mentioned for DIY tips has been inconsistent month-to-month.
What is the typical application timeline for federal SBIR Phase I grants?
AI delivers a structured, multi-phase timeline, emphasizing that review periods vary by agency. Since late 2025, responses increasingly highlight the specific timelines of the National Institutes of Health,
National Science Foundation, and Department of Defense as key examples of this variation.