Data as of Aug 25, 2026 · Based on 306 AI responses · See how Parse measures this
The U.S. Food and Drug Administration (FDA) is AI's leading authority for medication disposal guidance. Across the broader emergency preparedness niche, AI assistants have diversified their recommendations, increasingly citing specialized government programs for biotech funding and high-performance brands for physical security.
Emergency Preparedness Kits and Planning
ParseChatGPT + Google AIParse
https://parse.gl
Measured across ChatGPT & Google AIWho wins on each AI
The same market, seen by two models.
Sources AI cited
svb.com is the page AI reaches for most here, cited in 74% of analyzed answers.
“One of several options for startup funding.” → “The foundational non-dilutive grant program for early-stage biotech.”
Rose from rank #25 in Nov 2025 to #2 by Mar 2026.
Became a top-cited source for later-stage development between Nov 2025 and Mar 2026.
Dropped from #1 to #12 between Nov 2025 and Mar 2026 as FDA citations grew.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
 Congressionally Directed Medical Research Programs (CDMRP) | 38% | 88% | |
 NIH Grants & Funding | 58% | 17% | |
 Biomedical Advanced Research and Development Authority (BARDA) | 54% | 33% | |
 Cystic Fibrosis Foundation | 33% | 54% | |
 The Michael J. Fox Foundation for Parkinson's Research | 33% | 46% |
The U.S. Food and Drug Administration (FDA) is AI's leading authority for medication disposal guidance. Across the broader emergency preparedness niche, AI assistants have diversified their recommendations, increasingly citing specialized government programs for biotech funding and high-performance brands for physical security.
Across 306 AI responses, National Institutes of Health is mentioned most, named in 80% of them, followed by U.S. Department of Health and Human Services (HHS) (78%) and Military Health System (67%).
Parse measures each brand's mention rate — the share of answers naming it — across 306 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
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.
U.S. Food and Drug Administration (FDA)
Drug Enforcement Administration (DEA)
CVS
WalgreensAI answers consistently recommend official drug take-back programs as the safest disposal method, citing government agencies like the FDA and DEA. Over the observed period, the FDA became the more frequently cited authority, while retail pharmacies like
Brands mentioned
U.S. Food and Drug Administration (FDA)How do I properly dispose of expired medications?
AI answers consistently recommend official drug take-back programs as the safest disposal method, citing government agencies like the FDA and DEA. Over the observed period, the FDA became the more frequently cited authority, while retail pharmacies like
Transportation Security AdministrationAI responses consistently center on the TSA's rules, advising users to pack solid foods and ensure any liquids or gels are in containers of 3.4 ounces or less. Both ChatGPT and Google AI Overviews recommend using bento boxes for organization and suggest similar healthy snacks like nuts, fruits, and protein bars, with the TSA being the primary authority cited.
Brands mentioned
Transportation Security AdministrationDrug Enforcement Administration (DEA)AI responses consistently center on the TSA's rules, advising users to pack solid foods and ensure any liquids or gels are in containers of 3.4 ounces or less. Both ChatGPT and Google AI Overviews recommend using bento boxes for organization and suggest similar healthy snacks like nuts, fruits, and protein bars, with the TSA being the primary authority cited.
