AI-Powered Business Directory & Reputation Platform
Engineered an AI-driven local business directory covering 500+ US cities with reputation scoring, verified reviews, smart recommendations, and claimable profiles — delivering fast profile pages and lead generation for local businesses.
Legacy Bottlenecks & Technical Constraints
Consumers struggled to find trustworthy local service providers, while businesses lacked an AI-enhanced presence that combined reviews, reputation scores, and lead capture in one modern platform.
Architectural Design & Implementation
Soft Clerk built a full AI business directory with real-time reputation scoring, AI-synthesized insights, claimable profiles, and lightning-fast static/dynamic hybrid pages.
Engineered Technical Architecture
How data and execution flows through the system from edge ingestion to persistent storage.
Search & Discovery
User enters service + city. AI ranking surface the best-matching businesses with reputation scores.
Profile Evaluation
Visitor views AI-powered reputation summary, verified reviews, and business details.
Connect & Convert
Direct contact, quote requests, or appointment booking flows capture high-intent leads.
Review & Reputation Loop
Customers leave reviews; AI updates scores and feeds community activity in real time.
Key Engineering Obstacles & Solutions
Real technical challenges encountered during implementation and how our engineering team overcame them.
AI Reputation Scoring at Scale
Processing hundreds of thousands of reviews into reliable, explainable scores without high latency.
Implemented asynchronous scoring pipelines with caching and incremental updates so profile pages stay under 800 ms even with rich AI insights.
High-Performance Directory Pages
Thousands of city × category combinations risked slow builds and poor Core Web Vitals.
Hybrid static generation + on-demand ISR with aggressive edge caching, delivering 98/100 profile performance scores.
Delivery Phases & Milestones
Structured milestone delivery ensuring total transparency and zero project drift.
Data Model & Core Directory
- Business, category, city, and review schemas
- Search and filtering foundation
- Basic profile pages
AI Layer & Claimable Profiles
- Reputation scoring and sentiment analysis
- Business claim and verification flows
- Lead capture and community activity
Performance & Launch
- Edge optimization and ISR strategy
- SEO structured data and sitemaps
- Production monitoring and handover
Core Technologies Deployed
Production technologies selected for high performance, zero technical debt, and enterprise scale.
Quantifiable Business & Engineering Outcomes
Verified and enriched local business profiles across the United States.
Major and secondary US cities with active directory coverage.
Near-perfect Lighthouse scores on business profile pages.
“InfoOkay’s AI reputation scores and clean profiles give our local clients a modern presence that actually converts searchers into calls.”
Production Assets Handed Over
Full intellectual property transfer with zero proprietary vendor lock-in.
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