Shamalo

SYS/RES

Technical glossary

The vocabulary of CRO, analytics, SEO/SEA and AI engineering defined once, properly, with the pitfalls and the tool that uses it. Instant search, A–Z index, direct link to every term.

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α risk

The budgeted false positive: rejecting H0 when there is no effect. 5% means one false alarm in twenty true-null tests.

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A

Agent Skills

On-demand instruction packs for AI agents: a SKILL.md, a licence, and just enough context to act without swallowing the whole library.

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A

Attribution

The rule that decides which touch “owns” a conversion — last click, data-driven, or a blend nobody read.

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C

CAC

Customer acquisition cost: what you pay, on average, for a won customer — not a click, not a lead.

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C

Chi-square test

Compares observed counts to expected counts. The tool for 2×N tables, SRM, and anything that does not fit a two-proportion z.

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C

Conversion

The event you decided to count as a success. Until it is in the tracking plan, it is not a metric, it is a wish.

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C

CPA

Cost per acquisition: campaign spend divided by the conversions that campaign is credited with.

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C

CUPED

Controlled-experiment using pre-experiment data: strip variance with a pre-period covariate. Less noise, not a different lift.

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C

CVR

Conversion rate: conversions divided by the denominator you chose (sessions, users, clicks).

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C

CRO hypothesis

Because [evidence], if we [change], then [metric] will move by [size], measured by [setup]. Anything else is opinion.

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E

E-E-A-T

Experience, Expertise, Authoritativeness, Trust: Google’s quality grid. An acronym, not a ranking factor named in the API.

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L

Lift

The relative gap between B and A, (p_B − p_A) / p_A. +10% on a 2% CVR is +0.2 points, not a revolution.

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L

LTV

Lifetime value: expected margin from a customer over their life, not GMV of the first basket.

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M

MDE

Minimum detectable effect: the smallest effect your traffic, α and power can still see. Below that, you are flipping a coin.

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P

p-value

Under H0, the probability of a gap at least as large as the one observed. It is not the probability that B is better.

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P

Peeking

Looking at the test before the end and stopping when it suits you. Each look spends α you had not budgeted.

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R

ROAS

Return on ad spend: attributed revenue / spend. 4 is not “×4 margin”. Check whether revenue is tax-in, margin, or GMV.

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R

RPV

Revenue per visitor: AOV × CVR (at visitor unit). The continuous metric that absorbs both rate and basket.

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S

Search intent

What the person wants to accomplish with the query: know, compare, do, go. The keyword is only the surface.

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S

Statistical power

1 − β: the probability of detecting an effect if it is real, at a given MDE. 80% is not a law of nature, it is a convention.

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S

SKILL.md

The single file of an Agent Skill: YAML frontmatter (name, description, licence) + Markdown body. That is the spec, not a decorative README.

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S

SRM

Sample ratio mismatch: the observed split is not the promised split. Until χ² says otherwise, you do not read the uplift.

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S

Sequential test

A boundary that moves with n, so intermediate looks do not explode α. SPRT is not a classic A/B looked at more often.

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T

Tracking plan

The contract: which events, which properties, which deduplication, which tool receives them. Without it, analytics is folklore.

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Z

z-test

The two-proportion test (or a mean, σ known): z = effect / standard error. The workhorse of binary A/B.

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SYS/VIEW