Independent iGaming SEO measurement research

Market protocols: 4

Guides: 9

Sources checked: October 26, 2026

Demo data is synthetic. No live tracking service.

Methodology

Our Research Methodology

SpinSERP is a methods publication. We explain how to measure casino and sportsbook search performance, cite the primary documents behind each claim, and label every example that uses invented data. This page sets out how we work and the standard any future empirical study will meet.

Last updated

What we publish

  • Measurement guides that define a metric, show how to calculate it, give a worked example and list its limits.
  • Measurement hubs that group guides by question: rank tracking, SERP intelligence, competitors, Search Console, international and reporting.
  • Market protocols for the United Kingdom, United States, Canada and Germany, with dated legal context from regulators and legislation.

We do not publish rankings of real sites, traffic estimates, market-share figures or benchmark studies. We have not run one yet. If we do, it will meet the standard below.

How we source claims

  1. Primary first: Google Search Central documentation and Search Console Help for search behavior; regulators, legislation and official registers for market rules.
  2. Dated: each source is listed with its published or last-updated date and the date we checked it. Help pages that show no date are marked so.
  3. Quoted exactly: quotation marks mean verbatim wording. Paraphrase never sits inside quotation marks.
  4. Secondary sources labeled: where only trade press reports something (for example a Google statement given to a journalist), we say so.

How examples are made

Worked examples use small invented datasets so the arithmetic is easy to follow. They are labeled "synthetic" or "not observed data", use placeholder domains on the .example domain reserved for documentation by RFC 2606, and describe no real site or operator.

How the terminal demo works

The terminal on our home page is an illustrative demo. Its data comes from a script (src/tools/demo_data.py in the site source) that generates keyword rows, positions, volatility series and competitor shares from a fixed random seed. Nothing is collected from Google or any other search engine, and no figure reflects a real ranking. The CSV export begins with the line "DATA_STATUS,ILLUSTRATIVE DEMO - SYNTHETIC EXAMPLE DATA - NOT LIVE RANKING DATA". The terminal and the two demo panels below it carry the badge "ILLUSTRATIVE DEMO · Synthetic example data · Not live rankings", and every table and chart caption says the data is synthetic.

The standard for any future study

Evidence an empirical SpinSERP study must publish
ItemRequirement
Keyword setFull list or a downloadable file, with selection rules and version
ConditionsSearch engine, locations, devices, languages, depth
DatesCollection dates and times with time zone
Source and permissionNamed data provider or first-party source, and the terms that allow publication
MethodFormulas, weights, exclusions and missing-data rules
LimitsCoverage gaps, known issues, confidence
ReplicationEnough detail for another analyst to repeat it

What we will not do

We will not scrape Google results for rank checking. Google's spam policies define machine-generated traffic to include "scraping results for rank-checking purposes". Any ranking data we publish will come from a provider whose terms allow it, or from first-party sources, and the source will be named.

Review and corrections

Every page shows when it was published, updated and when its sources were checked. Corrections follow our editorial standards. See also data sources and limitations.

Sources

  1. Search Console Help: What are impressions, position, and clicks? no date shown
  2. Google: Spam policies for Google web search updated August 28, 2026
  3. IETF RFC 2606: Reserved top level DNS names (.example) June 1999

Questions about a method, or a correction to report?

Write to the editors at hello@spinserp.online. We read every message and log corrections on the page they affect.

Contact the editors