Design Precast & Pipe, Inc. — Research Transparency

Total Searches

Succeeded

Failed

$0.108

Total Cost

Facts Found

73.4s

Total Time

Methods Used

Database company lookupCompany web searchOwner/founder searchMarket multiples file lookupCompany narrative generationValuation estimation via LLMBuyer identificationIndustry M&A activity

Research Execution Log

🗃 Database company lookup company_search COMPLETE $0.000 50ms

SELECT * FROM companies/targets/dossier_final WHERE company_name ILIKE '%Design Precast & Pipe, Inc.%'

Quality: 90%

6 facts extracted

city: Gulfport state: MS revenue: $15M vertical: Precast Concrete employees: 51-200 owner_name: Pat Fore III

🔍 Company web search company_search FAILED $0.018 200ms

Design Precast & Pipe, Inc. Gulfport MS Precast Concrete company

HTTP Error 403: Forbidden — Exa API key expired

Quality: 0%

0 facts extracted

🔍 Owner/founder search person_search FAILED $0.018 150ms

Design Precast & Pipe, Inc. owner founder president Gulfport

HTTP Error 403: Forbidden — Exa API key expired

Quality: 0%

0 facts extracted

📄 Market multiples file lookup financial_estimate COMPLETE $0.000 5ms

Load multiples for Precast Concrete from market_multiples.json

Quality: 95%

3 facts extracted

ebitda_low: 3.5 ebitda_med: 5.0 ebitda_high: 7.0

🤖 Company narrative generation enrichment COMPLETE $0.000 45000ms

Full proposal generation for Design Precast & Pipe, Inc. — company narrative, strengths, market analysis, valuation, attack plan

Quality: 85%

8 facts extracted

attack_plan: True letter_template: True market_analysis: True top_3_strengths: True valuation_range: True company_narrative: True

🤖 Valuation estimation via LLM financial_estimate COMPLETE $0.000 15000ms

Estimate valuation: $15M revenue, Precast Concrete, EBITDA multiples

Quality: 80%

4 facts extracted

methodology: True valuation_low: True valuation_mid: True valuation_high: True

🔍 Buyer identification company_search COMPLETE $0.042 8000ms

Precast Concrete companies acquired MS 2024 2025 PE roll-up

Quality: 90%

10 facts extracted

buyer_names: ['Commercial Metals Company (CMC)', 'NWPX Infrastructure', 'Oldcastle Infrastruc buyers_found: 10

Exa - CMC/CP&P and Foley acquisitions 2025
Exa - NWPX 3 acquisitions pattern
Industry knowledge - Oldcastle national precast platform

🔍 Industry M&A activity company_search COMPLETE $0.030 5000ms

Precast Concrete company acquisition multiples 2025 2026

Quality: 80%

5 facts extracted

recent_deals: True buyer_activity: active

🔍 Design Precast & Pipe, Inc. — Research Transparency

Methods Used

Research Execution Log