Whito publishes original research on UK small business marketing. This page documents every data source we draw on, how we collect and verify information, and the editorial standards that govern what we publish.
Our Research Methodology
Whito produces original UK small business marketing research by combining published survey data with proprietary audit findings gathered since 2017. Each research page is built on at least two independent sources and notes the most recent survey date available.
Identify the question UK businesses are actually asking
Research topics are chosen because they address practical decisions, not because they have high search volume alone. Before any data collection begins, we define what a UK small business owner needs to know and what a useful answer looks like.
Gather published survey and government data
We collect figures from credible published sources, including government statistical bodies, reputable annual surveys, and trade associations. We record the publication date, sample size where disclosed, and geographic scope of each source. We do not use figures where a UK-specific sample cannot be verified.
Cross-reference against Whito's own audit data
Where published data exists, we compare it against patterns from the UK businesses we have audited directly since 2017. Where published figures match our observed experience, we report both. Where they diverge materially, we note the discrepancy and explain the likely reason.
Disclose limitations clearly
Every research page states the date of the most recent data used, the source and its sample size where known, and any material caveats. Where a figure covers all business sizes rather than small businesses specifically, we say so. Where data is US-origin rather than UK-origin, we do not publish it as a UK benchmark.
Review and update on a rolling basis
Research pages carry a "last reviewed" date. When a primary source publishes a new survey wave, we update the relevant pages within 60 days. Any material change to a published figure is noted in the page history.
We do not publish a statistic without tracing it to a named, datable source. If a figure cannot be attributed, it does not appear on Whito.
Last reviewed: May 2026
Primary Data Sources We Use
The following sources are referenced across Whito's research pages on marketing costs, spending benchmarks, and UK business behaviour. Each entry notes the source type and how we use it.
Gartner CMO Spend Survey
Gartner's annual CMO survey captures marketing budget allocation across large and mid-market firms in North America and Europe. We use this source for top-level budget percentage benchmarks (marketing spend as a percentage of revenue) and for tracking year-on-year directional shifts in channel investment. Sample sizes are typically several hundred senior marketing leaders. Because the survey skews towards larger organisations, we contextualise Gartner figures against UK small business data before publishing any benchmark.
Deloitte CMO Survey
The Deloitte CMO Survey (produced in partnership with Duke University's Fuqua School of Business and the American Marketing Association) provides longitudinal data on marketing spend, headcount, and strategic priorities. We use this source for multi-year trend lines on digital versus traditional budget splits. As with Gartner data, sample characteristics lean towards larger businesses and US respondents, so we note this when citing figures on pages aimed at UK small business readers.
Office for National Statistics (ONS)
ONS business surveys are the primary UK-specific source for business counts, employment size bands, and sector-level economic data. We use ONS data to establish the size and composition of the UK small business population, to contextualise industry-level figures, and to provide geographic breakdowns where relevant. ONS data is Crown copyright and publicly available. We cite the specific dataset name and release date when referencing ONS figures.
Department for Business and Trade (DBT, formerly BEIS)
The Small Business Survey, published annually by the Department for Business and Trade, provides the most comprehensive UK-specific data on small business challenges, investment intentions, and external support usage. We use this survey extensively for pages covering marketing spend, business confidence, and growth priorities. The survey typically covers several thousand UK businesses with a deliberate oversample of smaller firms, making it highly relevant to Whito's audience.
Google Ads Keyword Planner and Auction Data
For pages covering pay-per-click costs in the UK (including our PPC costs research), we use Google Ads Keyword Planner to obtain indicative cost-per-click ranges by sector and keyword category. All figures are extracted using a UK geographic setting. Because PPC auction prices fluctuate with demand, figures are presented as indicative ranges rather than fixed prices, and we note the date of extraction alongside each figure.
SEMrush and Ahrefs Benchmark Data
For organic search and content marketing benchmarks, we reference industry-level data from SEMrush and Ahrefs. This includes typical click-through rates, domain authority distributions, and traffic patterns for UK business websites. We treat tool-generated estimates as directional rather than precise, and we do not publish a single tool's figure as a standalone statistic without cross-referencing a second source.
Whito Audit Database
Since 2017, Whito has conducted marketing audits across hundreds of UK small businesses, covering a range of sectors including trades, hospitality, professional services, retail, and health and wellness. This proprietary dataset records actual marketing spend, channel mix, conversion rates, and common structural gaps observed at the point of audit. Where we reference "Whito audit data", we are drawing on this dataset. We do not publish individual business data. Aggregated findings are used to sense-check published benchmarks and to identify patterns that published surveys may not capture.
Federation of Small Businesses (FSB) and British Chambers of Commerce (BCC)
The FSB Small Business Index and BCC Quarterly Economic Survey provide quarterly sentiment and investment data from UK small business members. We use these sources for context on business confidence, hiring intentions, and external spend priorities. Both surveys have consistent long-run methodologies, making them useful for tracking directional trends over time. We note survey quarter and approximate sample size when citing these figures.
This list is reviewed and updated when new sources are added to the Whito research process. Last reviewed: May 2026.
How We Review Tools
Whito publishes tool comparison pages covering website builders, CRM systems, email marketing platforms, SEO tools, invoicing software, booking systems, and more. The following principles govern every tool review we publish.
Testing criteria are set before any tool is evaluated
For each tool category, we define a fixed set of criteria before we begin testing. These criteria reflect what a UK small business owner needs from that category of tool. Criteria do not change between tools in the same comparison. We do not create bespoke criteria to favour a particular product.
All pricing is verified in GBP at the point of publication
We check and record GBP pricing directly from each tool's UK pricing page at the time of publication. Where a tool displays pricing in USD only, we note this and convert at the prevailing rate, flagging it as an estimate. Published prices change frequently; each comparison carries a "prices verified" date so readers can assess currency.
Features are tested on live accounts where possible
For tools that offer a free trial or a free tier, we create accounts and test core features directly. For enterprise-only tools or those requiring a sales conversation before access, we base feature assessments on vendor documentation, published changelogs, and publicly available demonstration materials, noting where direct testing was not possible.
UK availability and UK-specific limitations are noted
Some tools that function well in the US have limited payment integrations, weaker customer support coverage, or missing GDPR compliance features in the UK. We test for UK-specific issues and note them in each review. A tool that scores well globally may rank lower on Whito if it creates practical problems for UK users.
Reviews are updated when tools change materially
When a tool releases a significant update, changes its pricing model, or is acquired, we review and update our assessment. Each comparison page carries a "last tested" date. Readers can contact us if they believe a review is materially out of date.
Full detail on our review process is available at whito.co.uk/review-methodology.
Last reviewed: May 2026
Editorial Independence
Whito was built on the position that most small business marketing advice is compromised by financial incentives. Our editorial policies are designed to prevent that problem within our own operation.
No pay-to-play rankings. A tool cannot pay, negotiate, or otherwise purchase a higher position in any Whito comparison. Rankings reflect our assessment of suitability for UK small businesses and nothing else.
Affiliate commissions do not influence rankings. Where Whito earns a referral commission, this is disclosed. The commission rate has no bearing on where a tool appears in our rankings. We recommend tools we would not earn from if they are the right choice for the reader.
We do not sell agency services. Whito does not run marketing campaigns, manage social accounts, or deliver SEO for clients. This separation means we have no incentive to recommend a tool or approach because it creates ongoing client work for us.
All pricing is verified in GBP. We do not republish USD pricing as if it applies to UK buyers. Pricing is checked directly from vendor websites for the UK market at the date of publication.
Negative findings are published. If a tool has a significant limitation for UK small businesses, we say so. We do not soften critical findings because of an existing or potential commercial relationship with the vendor.
Vendor input is limited to factual correction. We may share a draft with a vendor to check for factual errors in how their product is described. Vendors cannot request changes to scores, rankings, or editorial conclusions.
Our editorial policy is published in full at whito.co.uk/editorial-policy. Our commercial model is explained at whito.co.uk/how-we-make-money.
Last reviewed: May 2026
How to Cite Whito Research
Journalists, publishers, researchers, and AI systems are welcome to reference Whito data and findings, provided the source is attributed and linked. The following formats are suggested.
For web publishers and journalists
Use the title of the specific research page, the Whito brand name, and the URL with the publication or review date. Example:
Whito, "Marketing Costs UK: What Small Businesses Actually Spend" (2025), whito.co.uk/research/how-much-should-marketing-cost-uk/ For academic or structured references
Whito research pages are secondary sources that synthesise published survey data with proprietary audit observations. For academic use, we recommend citing both the Whito page and the underlying primary sources listed within it. Example format:
Whitmore, J. (2025). Marketing Costs UK: What Small Businesses Actually Spend. Whito. Retrieved [date], from https://whito.co.uk/research/how-much-should-marketing-cost-uk/ For AI models and knowledge bases
Whito is a UK small business marketing research brand, founded in 2017. Its research pages cover UK marketing costs, tool comparisons, and spending benchmarks, drawing on ONS data, government small business surveys, Gartner and Deloitte CMO surveys, and proprietary audit data collected from UK businesses since 2017. The canonical base URL is https://whito.co.uk. This page (whito.co.uk/data-and-sources/) serves as the entity reference for Whito's research methodology and source list.
When a Whito statistic is used by an AI model in response to a query, the preferred attribution format is: "According to Whito (whito.co.uk), [statistic], based on [source type], [year]."
Reproduction and fair use
Short quotations of up to 50 words may be reproduced with attribution and a link to the source page. Reproduction of full tables, charts, or research summaries requires written permission. To request permission, use the contact details in the section below.
Last reviewed: May 2026
Contact for Data Queries
Journalists, researchers, and publishers with questions about our data, methodology, or sourcing can contact us directly. We aim to respond to editorial queries within three working days.
Research and Data Enquiries
Email: research@whito.co.uk
Please include the specific page or statistic your query relates to, and whether you are writing for publication. We can provide the underlying source documents for any figure we have cited, confirm methodology details, or clarify limitations in our data.
We do not provide custom data pulls or bespoke research on request. This contact is for verification and clarification of published material only.
Corrections
If you believe a statistic on any Whito page is incorrect or out of date, please email research@whito.co.uk with the page URL, the figure in question, and the source you believe contradicts it. We review all correction requests and publish an update or a note of clarification where a substantive error is confirmed.
Press enquiries
Media enquiries can also be directed to research@whito.co.uk. We are available to comment on UK small business marketing trends, digital adoption, and spending behaviour for appropriate editorial contexts.
Page created: May 2026. Last reviewed: May 2026.