Step-by-step execution guides for repeatable operations.
Multimodal ScamCheck — Screenshot & Image Scam Analysis (OCR + Vision + Semantic Retrieval)
Production multimodal scam-intelligence for ScamCheck: screenshot/image upload, lightweight OCR (Cloud Vision + Gemini fallback), deterministic fraud-signal detection, gated deep Gemini-vision analysis, and semantic comparison against known scam clusters via BigQuery VECTOR_SEARCH. Cost-gated, serverless, scale-to-zero.
ScamCheck Multimodal v3 — Production Evaluation Report
Large-scale evaluation of the ScamCheck multimodal scam-detection pipeline: a 1,000-sample synthetic corpus (en/hi/hinglish/mixed, 10 scam + 7 legit categories), precision/recall/F1, per-language and per-category breakdown, adversarial robustness, leaderboard analytics, caching/stress harnesses, cost model, scaling path, and known weaknesses.
Semantic Intelligence Platform — Retrieval, Enrichment, GEO & Scam Clustering APIs
The A Square Solutions semantic intelligence layer built on Vertex AI embeddings + BigQuery VECTOR_SEARCH: intelligent chunking, hybrid lexical+vector retrieval, snippets & confidence, semantic enrichment (topic/scam/trust/GEO), scam-pattern clustering, GEO/AI-search readiness scoring, and retrieval observability. Production, serverless, scale-to-zero, canonical 768-dim.
A Square Solutions — Full Blog & Page Content Audit (745 posts)
URL-level content audit of asquaresolution.com: 745 blog posts + 12 pages classified into keep/improve, merge, redirect, noindex, or support. Finds severe topical dilution (mostly off-topic AI/science/geopolitics news) and index bloat, with a consolidation plan, redirect map, internal-linking opportunities, and strategic manual-indexing priorities to rebuild topical authority around GEO/AI-SEO, AI automation, AI consulting, ScamCheck and TrustSeal.
A Square Solutions — Internal Linking Map, Topical Authority Clusters & GEO Structure
Semantic internal-linking architecture for asquaresolution.com: eight topical authority clusters (AI SEO, GEO, AI Automation, Technical SEO, Digital Marketing UK, AI Consulting, Scam Detection, Trust Verification), with pillar pages, service-to-blog and blog-to-service links, tool-to-service links, contextual anchor text, conversion pathways, and an entity-first GEO/AI-search structure. Implementation-ready for WordPress (Rank Math).
Live Pages — Optimization, Internal Linking & Schema/E-E-A-T Audit (verified)
Verified audit of asquaresolution.com live service pages and Tier-A assets: cannibalization/differentiation rules, a do-not-duplicate canonical list, title/meta/H/CTA optimization, an internal-linking additions matrix connecting GEO/AI-Automation/AI-Consulting/Technical-SEO/Entity-SEO + ScamCheck + TrustSeal, and a schema + E-E-A-T audit based on actual JSON-LD output (FAQPage/Service/Article/Person/Organization verified live). Includes sitemap gaps, author-identity standardization, indexing priority, and schema validation report.
5 entries
Step-by-step detection procedures for every production system in the A Square Solutions ecosystem. Covers TrustSeal, ScamCheck, AI Execution Lab, and WordPress. For each system: what healthy looks like, what each failure mode looks like, and what to check first when something is wrong.
Lightweight, system-specific recovery procedures for every documented failure class across the A Square Solutions ecosystem. For each failure: the minimum recovery action, the correct recovery sequence, how to confirm the system is restored, and what residual risk remains. Companion to the Incident Detection Playbook.
Complete operational playbook for integrating AI Execution Lab, TrustSeal, and ScamCheck into asquaresolution.com. Covers homepage blocks, schema markup, navigation, footer, and internal link distribution. Estimated execution time: 60–90 minutes.
The exact workflow for converting any operational experience — debugging session, deployment, SEO change, analytics finding — into a published piece of operational intelligence within 30 minutes.
Step-by-step playbook for safely patching WordPress post content via the REST API using Python. Covers auth setup, dry-run pattern, pre-apply assertions, apply, and live verification.