Data and analytics
Pieces tagged data and analytics across all sectors and formats.
Signal / Other / 31 July 2026
The Companies House data trap: stale records cost UK B2B sales teams real pipeline
Companies House data underpins most UK B2B prospecting tools (Cognism, Apollo, ZoomInfo, internal data warehouses). The data is authoritative for incorporation, registered office, accounts filing, and PSC. It is NOT authoritative for headcount, revenue, growth, or trading status; those are buyer-self-disclosed via filing extensions or never updated. Sales teams running prospecting against Companies House-derived data without understanding this distinction routinely target unqualified prospects.
Signal / Other / 30 July 2026
PSC register checks are the cheapest UK sales due diligence most teams skip
The Persons of Significant Control (PSC) register at Companies House discloses the ultimate beneficial owners of UK limited companies. For B2B sales targeting UK private companies, a PSC check is a 30-second sanity check that surfaces ownership concentration, recent ownership changes, and corporate-group structure. Most UK SaaS sales teams don't run it; the ones that do catch deal-blocking signals weeks before they would have surfaced via procurement.
Insight / SaaS / 22 July 2026
UK SaaS sales is over-tooled, and what should come out of the stack
The 2018-2024 UK SaaS sales tech stack accreted tooling at a rate that exceeded the value the tooling produced. Stacks of 12-20 tools at 100-300 person scale are common; per-tool usage rates of 20-40 percent are common; the per-tool cost compounds. This Insight argues for a structural rebalancing: most UK SaaS sales operations should be running 5-7 tools, not 12-20, and the tools that come out are predictable.
Three categories should come out of most UK SaaS sales tech stacks in 2026: redundant prospecting data tools (one is enough); standalone sequence-management tools where the CRM has caught up; and forecast-tooling overlap where one tool serves the function. The 5-7 tool stack is achievable and produces no measurable degradation in sales outcomes.
Signal / SaaS / 21 July 2026
VAT on sales commission: the UK trap most sales operations teams forget
Sales commission paid to a UK employee is taxed under PAYE - no VAT applies. Sales commission paid to a UK-registered self-employed sales contractor IS subject to VAT if the contractor is VAT-registered, and the commission becomes recoverable input VAT for the paying business. The treatment changes materially between employee and contractor structures, and sales operations teams routinely miss this when restructuring commission models.
Insight / SaaS / 12 July 2026
The structural shift in UK B2B outbound, 2022 to 2026
UK B2B outbound has changed permanently between 2022 and 2026. The volume-cadence playbook that defined the era is structurally broken: deliverability tightening, buyer fatigue, and PECR/CTPS enforcement have ended its economics. The replacement motion is converging across UK SaaS but is being adopted unevenly. This Insight makes the case that the shift is permanent, not cyclical, and that teams clinging to the old playbook face deteriorating economics for as long as they hold on.
The 2022-vintage volume-cadence outbound playbook is structurally dead, not cyclically depressed. The replacement is fewer touches, more research per prospect, multi-channel mix with LinkedIn-first ordering, and explicit critical-event qualification. Teams that have made the transition are reporting flat-to-up qualified-meeting volumes despite 80 percent volume reductions; teams that haven't are reporting deteriorating results.
Signal / SaaS / 18 June 2026
No-decision is the largest UK B2B SaaS loss category in 2026
Teams that disaggregate no-decision typically find it accounts for 30-50 percent of total losses by deal count, materially exceeding competitive losses and budget losses.
Explained / SaaS / 16 June 2026
Why no-decision is the real losing competitor in UK B2B SaaS
No-decision is consistently the largest single loss category - 30-50 percent of total losses by deal count, materially exceeding competitive losses. Three patterns and why no-decision warning signs get missed.
Disaggregate no-decision in CRM. Surface no-decision risk at stage 3 with the critical-event question. Treat no-decision risk as a different motion.
Explained / SaaS / 4 June 2026
How to run a win/loss interview programme in UK SaaS
A win/loss interview programme is the most reliable signal on positioning, sales execution, and product fit available to UK SaaS GTM teams. A programme design guide: who interviews, what to ask, volume and cadence, what to do with the output, and what it costs.
Independence matters most. External agency for the bulk of interviews; executive interviews for highest-value lost deals. 10-15 interviews per quarter at 100-150 person scale.
Explained / SaaS / 2 June 2026
When to keep, replace, or rip out a sales tool
The 2x2 of usage and outcome lift, modulated by workflow integration and switching cost. Walkthrough of the four quadrants, plus the switching-cost overlay that's most often under-estimated in stack audits.
Most low-usage / high-outcome-lift tools should be improved (reduce seats, workflow-integrate, train) rather than cut. Most low-usage / low-outcome-lift tools should be cut without first having the conversation with the vendor.
Explained / SaaS / 1 June 2026
A framework for evaluating sales tech stack ROI in UK SaaS
A UK SaaS sales tech stack of 8-12 tools at 50-300 person scale is normal in 2026. Two years after the buying decision, half are paid-for and under-used. A four-metric framework (active usage, workflow integration, outcome lift, switching cost) plus the keep / replace / cut decision.
Run a portfolio-level audit annually rather than tool-by-tool at renewal. Teams that do this report stack costs 30-40 percent lower with no measurable degradation in sales outcomes.
Signal / SaaS / 25 May 2026
The Slack-as-CRM problem in growth-stage UK SaaS - why it's a structural risk
Growth-stage UK SaaS sales teams routinely use Slack as an informal CRM: deal updates in #pipeline, forecast commits as emojis, lost-deal post-mortems as long-form threads. The pattern is everywhere at 50-300 person scale. Three failure modes (signal loss, accountability drift, manager-overhead amplification) make it a structural risk, not a quirk.
Signal / SaaS / 24 May 2026
UK B2B outbound conversion rates have dropped materially from their 2022 peak
Three structural reasons: email deliverability tightening (2024-2025), buyer fatigue at 50-80 cold emails per week, and PECR/CTPS enforcement raising compliance costs. Teams that responded by cutting volume and increasing per-prospect investment are reporting flat-to-up meeting volumes; teams that responded by adding more volume are reporting deteriorating results.
Signal / SaaS / 16 May 2026
The MQL / SQL taxonomy is dating: UK B2B teams are moving to field-defined pipeline stages
MQL and SQL were the dominant pipeline-stage vocabulary in UK B2B SaaS for over a decade. In 2026 they are increasingly seen as a dated framing. Three reasons (marketing-side definition, buyer self-qualification, multi-touch attribution) and what's replacing them.
Snapshot / SaaS / 15 May 2026
RevOps as a function in UK SaaS in 2026
Revenue Operations owns the systems, data, and process the go-to-market organisation runs on: CRM, sales tech stack, comp operationalisation, forecasting, territory design, and GTM analytics. Three common org shapes in 2026 (Finance / Sales / standalone) plus the comp pattern and three traits the strongest UK RevOps hires share.
The strongest UK SaaS RevOps function reports to CEO or COO, not CRO or CFO. Hire on SQL and BI fluency, sales-process literacy, and programme-management discipline; not on Salesforce admin certifications alone.
Explained / SaaS / 11 May 2026
Pipeline coverage and what 3x actually buys you
'You need 3x pipeline coverage' is the most-repeated heuristic in UK B2B sales. It works under specific assumptions and fails predictably when those assumptions don't hold. A practitioner walkthrough of the math, when 3x is the wrong target, and how to compute the coverage ratio your team actually needs from two quarters of historical data.
Coverage = 1 / realised close rate. Most UK SaaS teams should compute their actual ratio from CRM data rather than default to 3x. Adding low-quality SDR volume to fix under-coverage usually makes it worse. Use coverage as a leading indicator on Q+1 and Q+2; do not use it as a current-quarter forecast.