Procurement Intelligence

GovSpend + Burbio: State Coverage & Mitigation Strategy

GovSpend

Live bid/RFP scrape: 1,400+ sources, ~9,500 daily scrapers, 24–48hr lag
Also holds Spending/PO award data, the only place either tool shows who actually won
Strongest where districts post through a centralized state or regional portal

Burbio

RFP Tracker (86,615 records, 9-year archive) plus 312,690 ingested school board meeting documents
Catches board narrative and intent even when no formal RFP is ever posted or scraped, extending the net upstream of procurement
No award/win data at all – that gap belongs to GovSpend

The pattern

GovSpend leads in the biggest, most centralized states (DC, TX, NJ, VA, NC) and is the only source for award data everywhere. Outside Tier 1, Burbio pulls ahead: it out-covers GovSpend in 8 of 11 Tier 2 states, and its board-document ingestion is the one thing still generating signal in 3 states (NE, VT, WV) where GovSpend shows nothing at all. Burbio's board-meeting scrape is doing real work in the states where formal RFP posting is thin.

Coverage Tier	States	Automation & AI Strategy	Sales & Manual Strategy
Strong Tier 1 13 states — trust the numbers	CADCMDTXGANJNYFLNCORVASC GovSpend-led: DC, TX, NJ, NY, NC, VA Burbio-led: CA, MD, GA, FL, OR Tied: SC	Keep existing digest / alert cadence "No live bid" is a real negative signal here No incremental build needed	Standard qualify-and-pursue cadence No special manual layer required
Moderate Tier 2 11 states — real but thin	WAHIRIMSCOMINMAZILIATN GovSpend-led: WA, MS, TN Burbio-led: HI, RI, CO, MI, NM, AZ, IL, IA	Widen GovSpend keyword net (broader fuzzy match) Pull Burbio Keywords / Signal Map hits as a supplementary trigger Cross-check GovSpend Spending → Companies when Bids is quiet	Manual district check before writing off a target account Light quarterly scan of priority districts
Thin Tier 3 17 states — occasional hits only	MOCTMNMAWILAMTARDENHOHPAINUTALAKNV GovSpend-only (Burbio = 0): LA, MT, UT, NV Burbio-only (GovSpend = 0): IN GovSpend-led: MO, CT, MN, MA, AR, NH, OH, PA, AL Burbio-led: WI, DE, AK	Lean on Burbio's board-document corpus (Keywords dashboard, BETA Competitive Signals) Check Burbio State Funding Tracker for grant programs [UNVERIFIED on tier] GovSpend Co-ops & Contracts, if accessible	Quarterly manual procurement-page check for priority accounts Co-op / regional rep relationships as an informal signal source
Dark Tier 4 11 states — blind spot, not "no spend"	IDKSKYMENDOKSDWYNEVTWV Burbio trace signal (GovSpend = 0): NE, VT, WV Dark on both, no exceptions: ID, KS, KY, ME, ND, OK, SD, WY	RFP-based tools contribute almost nothing here Pivot to State Funding Tracker + board-doc keyword hits GovSpend Spending → Agencies for any historical PO trail	Heaviest manual lift of the four tiers Direct district-website monitoring for target accounts Direct outreach to state DOE / procurement offices Manual tracking of state appropriations pages (Arkansas pattern) Co-op partner reps for word-of-mouth activity