Mendola.Tech
Providing Personal Service. Serious Technical Depth.

Fully managed websites for small businesses

Website, hosting, updates, SEO, local visibility, reputation management, and support—all handled by one accountable expert.

$299/month · $300 one-time setup · month-to-month

BASE: Zephyrhills, Florida, USAEMAIL: [email protected]
MENDOLA.TECH RESEARCH DESK

Useful evidence for people who run websites and systems.

Original benchmarks, field-tested methods, calculators, templates, and reference guides across web operations, software, AI, automation, SEO, analytics, performance, and digital marketing.

Research library

PUBLISHED WORK
Research & Benchmarks7 min read

2026 Managed Small-Business Website Performance Benchmark: Research Protocol

A reproducible protocol for measuring small-business website performance without mixing lab scores, field data, and unsupported conclusions.

  • A single Lighthouse or PageSpeed run is not a defensible benchmark because lab results vary and field data describes a different population and time window.
  • The benchmark must report field and lab measurements separately, publish repeated-run medians, and preserve raw outputs before drawing site-level conclusions.
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AI & Automation7 min read

AI Document Workflow Reliability Benchmark: Open Research Protocol

A reproducible benchmark for AI-assisted document extraction that measures correctness, abstention, review burden, latency, cost, and safe failure.

  • Production readiness cannot be decided from aggregate extraction accuracy alone; undetected errors, abstention, review workload, latency, and recovery behavior affect the operating decision.
  • A synthetic, labeled dataset can test reliability without exposing client documents, but its coverage limits must be explicit.
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Technology Operations7 min read

How to Calculate Small-Business Website Total Cost of Ownership

A transparent five-year website cost model that separates launch price, recurring tools, labor, maintenance, measurement, and recovery readiness.

  • A website's launch price and its operating cost answer different questions; a defensible comparison must model both over the same time horizon.
  • The cost model should expose labor, change frequency, maintenance, measurement, and recovery assumptions instead of hiding them inside one monthly or project price.
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PRACTICAL EXPERTISE

Research & Benchmarks

Original measurements, reproducible tests, datasets, and evidence-led comparisons.

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Web Development

Frontend, backend, architecture, accessibility, delivery, and maintainable web systems.

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AI & Automation

Measured AI workflows, human review, integrations, agents, and operational automation.

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Analytics & Measurement

Event design, attribution, reporting, experiment quality, and decision-ready metrics.

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Performance & Reliability

Web performance, infrastructure, monitoring, recovery, security, and operational baselines.

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Digital Marketing

Landing-page systems, honest acquisition measurement, conversion paths, and campaign operations.

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Technology Operations

Practical technology decisions, IT systems, implementation checklists, and operating guides.

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What you get from every guide

BUILT FOR USEFUL DECISIONS

Evidence you can use

Each article adds a benchmark, dataset, calculator, template, case study, survey, or reproducible comparison instead of repeating generic advice.

Methods you can inspect

Test dates, samples, procedures, assumptions, and sources are shown so you can assess or repeat the work.

Clear limits

Unknowns and constraints stay visible, and private client data is never used without approval.

Practical takeaways

You leave with data, a worksheet, a decision framework, a checklist, or a repeatable method you can put to work.

RESEARCH FOR REAL DECISIONS

Need evidence for a technology decision?

Suggest a benchmark, dataset, comparison, or operating question. Good research starts with a decision someone genuinely needs to make.