What is PeopleAnalyst?

PeopleAnalyst is the front door for people-analytics research: 205+ works indexed and profiled, 40+ citation-grade findings extracted, and peer-reviewed behavioral science translated from academic to actionable — the missing manual for the people analytics you always meant to do.

What is people analytics?

People analytics is not a dashboard. It is behavioral science and statistical inference applied to workforce decisions — a discipline with its own methodology, spanning measurement, organizational design, talent, leadership, and analytics craft.

Why does AI in HR need measurement science?

AI is being deployed in high-stakes people decisions — hiring, performance, attrition — without the measurement science to evaluate whether it works or whom it harms. Construct validity, effect sizes, and criterion validity are the vocabulary for asking an AI vendor the right questions.

How is the research made accessible?

The evidence is indexed and searchable: 205+ works, 40+ citation-grade insight cards, and 8 research arcs, so the right finding reaches the right decision at the right time.

What separates good people measurement from assertion?

Good measurement has a method: construct validity, reliability, and effect-size interpretation are not optional — they are what separates evidence from assertion.

library / lib5c35e9b2dfa0e4de

Internet Marketing Essentials A Comprehensive Digital Marketing Textbook

Jeff Larson, Stuart Draper

In a sentence

A practical, up-to-date primer that teaches how the core disciplines of internet marketing—SEO, paid search, display advertising, landing pages, analytics, email, social media, reputation management, and mobile—work together to drive traffic, conversions, and revenue for any kind of website.

Internet Marketing Essentials demystifies the entire digital marketing ecosystem for anyone who touches a website, from solo entrepreneurs to corporate marketers. Written by a Wharton-trained marketing professor and a successful Google AdWords agency founder, the book strips away jargon and hype to deliver succinct, actionable knowledge across the channels that account for the vast majority of internet marketing spend. It begins with how the web actually works, then builds a unifying framework—every website succeeds by generating traffic, driving conversions, and producing revenue—before drilling into the mechanics of search engines, on-site and off-site SEO, pay-per-click advertising, display networks, landing page optimization, web analytics, email marketing, the major social platforms, online reputation management, and mobile. Each chapter pairs conceptual clarity with concrete tactics and real-world examples, equipping readers to make data-driven decisions that move the metrics that matter.

The four lenses

Science
Statistics
Systems
Strategy

The model

A causal framework in which design levers (SEO optimization, paid advertising investment, content quality, targeting precision, landing page optimization, email and social media activity, mobile optimization, reputation management) drive psychological and behavioral states (search rankings, ad relevance/quality scores, audience engagement, user trust) that in turn produce outcome metrics (website traffic, conversion rate, and revenue).

On-Site SEO Optimizationdesign lever

The deliberate design of a webpage's content and structure—keyword placement in URL, title tag, headers, body, image alt text, anchor text, and technical site architecture—to maximize a page's relevance and quality signals to search engines for chosen keyword phrases.

Off-Site SEO / Link Buildingdesign lever

Efforts to attract backlinks from external, reputable, and topically relevant websites—through editorial, manual, and earned links—to increase a page's and domain's popularity and authority as judged by search engine algorithms.

Content Quality and Relevancedesign lever

The degree to which a website's content is original, useful, well-written, fresh, sufficiently substantive, and matched to user intent, serving both to satisfy users and to send positive quality signals to search engines and social platforms.

Paid Advertising Investmentdesign lever

The allocation of budget and bids across paid search (PPC), display/banner ads, remarketing, and social advertising to buy visibility and traffic, governed by bidding models such as CPC, CPM, and CPA.

Targeting Precisiondesign lever

The accuracy with which advertising and content reach the intended audience—via keyword match types, audience interests, topics, placements, demographics, remarketing, and segmentation—so that the right message reaches users most likely to convert.

Landing Page Optimizationdesign lever

The design and continual improvement of the page a visitor lands on—through colors, trust symbols, buttons, images, forms, consistent messaging, and removal of distractions—to maximize the percentage of visitors who complete the desired action.

Email Marketing Activitydesign lever

The building of a permission-based email list and creation, segmentation, timing, and delivery of valuable email content (broadcast, transactional, triggered, onboarding) that drives opens, clicks, and conversions while avoiding spam filters.

Social Media Activitydesign lever

The planned creation, distribution, and promotion of platform-appropriate content across Facebook, Twitter, Pinterest, YouTube, and LinkedIn to build brand equity, induce purchases, and engage followers, including efforts to encourage virality.

Online Reputation Managementdesign lever

The practice of monitoring brand mentions, responding professionally to negative content, and creating positive content so that what users find online about a brand promotes a positive image and supports conversion.

Mobile Optimizationdesign lever

The adaptation of a website and marketing strategy to mobile users—through responsive design, simplified content, mobile-specific keywords, ad extensions, and possibly a mobile app—accounting for mobile technical constraints and distinct user intentions.

Search Engine Rankingpsychological state

The position at which a webpage appears in organic search results for a given keyword, determined by the search engine's combined assessment of the page's relevance and popularity/quality across hundreds of factors.

Ad Quality Score and Rankpsychological state

The search or display platform's calculated measure of how relevant an ad, its keywords, and its landing page are to a searcher, combined with bid to determine ad position and cost-per-click.

Audience Engagementbehavioral pattern

The extent to which users actively interact with a brand's content—clicking, liking, sharing, commenting, watching, re-posting, opening emails, and viewing multiple pages—reflecting attention and interest that mediate between marketing activity and conversion.

User Trust and Brand Equitypsychological state

The positive mental associations, credibility, and confidence users hold toward a brand, fostered by trust symbols, consistent messaging, positive content and reviews, and quality experiences, which increase willingness to convert and remain loyal.

Website Trafficoutcome metric

The volume and type of visitors a website receives—direct, referral (paid and unpaid), and search (paid and unpaid)—representing the top-of-funnel outcome that all acquisition activities aim to increase.

Conversion Rateoutcome metric

The percentage of visitors who complete a website's target action—purchase, lead, sign-up, engagement, or other defined goal—serving as the key measure of how effectively traffic is turned into desired behavior.

Revenueoutcome metric

The money a website generates as a result of conversions, influenced by conversion volume and average order value, representing the ultimate measure of website success for commercial sites.

How they connect

onsite seo optimization → predicts search ranking
offsite seo link building → predicts search ranking
content quality → influences search ranking
search ranking → predicts website traffic
paid advertising investment → predicts website traffic
targeting precision → influences ad quality score
ad quality score − moderates paid advertising investment
targeting precision → influences conversion rate
landing page optimization → predicts conversion rate
landing page optimization → influences user trust
user trust → influences conversion rate
email marketing activity → predicts audience engagement
social media activity → predicts audience engagement
audience engagement → influences website traffic
audience engagement → influences conversion rate
social media activity → influences user trust
reputation management → influences user trust
mobile optimization → influences conversion rate
mobile optimization → influences website traffic
website traffic → predicts revenue
conversion rate → predicts revenue

The story

The reader A website owner, marketer, or employee—at any size of business—who wants to run a website that successfully attracts visitors, converts them, and generates revenue.

External problem

They need to drive traffic, conversions, and revenue across many complex, fast-changing digital channels.

Internal problem

They feel overwhelmed by jargon, hype, and the sheer breadth of internet marketing, unsure which tactics actually matter.

Philosophical problem

It's wrong to waste effort and money on marketing that isn't grounded in how the web really works and what users actually want.

The plan

Understand how the internet works and judge your site by traffic, conversions, and revenue.
Earn organic visibility through on-site and off-site SEO grounded in relevance and quality.
Buy targeted traffic through paid search and display advertising, then test and optimize it.
Convert that traffic with optimized landing pages and consistent messaging.
Measure everything with analytics, choosing KPIs and attribution that fit your business model.
Nurture and grow relationships through email, social media, reputation management, and mobile.

Success

A website that attracts qualified traffic, converts visitors efficiently, and generates measurable revenue.
Confident, data-driven marketing decisions informed by analytics rather than guesswork.
A positive, well-managed online reputation and effective presence across search, social, email, and mobile.

At stake

Wasted advertising budget and effort on tactics that don't move the right metrics.
Poor rankings, low conversions, and lost revenue to better-optimized competitors.
Negative online content and missed mobile opportunities that erode the brand and its sales.

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