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Report · AGDF Intelligence

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AGDF editorial brief cover

No. 01 · Editorial BriefAGDF Trains Most of America's Oral-Cancer Screeners. Few Funders Know It.An outside-in intelligence brief on the Academy of General Dentistry Foundation.

Insights · Viewports

The five viewports

Network ExplorerThe conversation map, and where AGDF sits at the edge. Gap RadarFive conversations the foundation isn't having. Structural AdvantageFive dimensions, scored. Composite 45.0. Negative SpaceThe funder categories AGDF is silent in. Composite DashboardAll four upstream viewports on one screen. Viz HubAll five viewports in one place.

Intelligence Suite · AGDF v0.4

The Visualization Suite

Five views into the public conversation about dental philanthropy and oral cancer prevention donors: Network Explorer, Gap Radar, Structural Advantage, Negative Space, and Composite Dashboard. Each shows a different angle on the same problem: in the public conversation, attention flows past AGDF. 40,000 member dentists; 61 Instagram followers.

7Topics in the conversation

5Structural gaps

45.0SAS Composite

8Sources

60,480Oral cancer cases / year

Network Explorer

A map of the public conversation about dental philanthropy and oral cancer prevention. Foundation and cancer are the words this conversation turns toward. AGDF stays at the edge of it, and attention flows past the foundation.

Topics 7 Top words Foundation / Cancer

Launch viewport

Five conversations the foundation isn’t having, rendered as arcs. Two are critical. All five come down to one thing: AGDF has the dentists but has never described them in language funders pay for. The pulsing arc is the biggest gap.

Gaps 5 Critical 2 Focal Funders × Patients Sev max 9

Launch viewport

Structural Advantage

Five-dimension scorecard at equal 20% weight. Composite 45.0/100. The dashed crimson edge between Cause-Frame Multiplicity and Donor Pipeline Diversity are its two weakest scores: AGDF speaks one language (dental), so it draws from one set of funders. One editorial decision lifts both.

Composite 45.0/100 Dimensions 5 Lowest Pipeline 40.0 Weakest Frame × Pipeline

Launch viewport

Cancer Prevention. HPV Vaccination. Health Equity. Project 200 Mouths. The four funder categories the workforce qualifies for, and the campaign that gets members posting, rendered as phantom outlines. The present graph is muted cobalt; the absences pulse in magenta.

Phantoms 4 Credentials 2 Funders Cancer / HPV / Equity / 200 Mouths Source Repositioning

Launch viewport

Composite Dashboard

All four upstream viewports compressed into a single bento. 8 numbers run along the bottom, each one a public source behind a claim. SAS 45.0, the two weakest scores labeled, the four funder categories AGDF is silent in.

Viewports 5 SAS 45.0 Sources 8 Bento tiles 6

Launch viewport