ad-hoc
Ad-Hoc
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Ad-Hoc. Tier 1 of the OperatorAI Maturity Model
What this tier means
Your CRO programme isn't a programme yet. Decisions about what to ship come from gut, founder instinct, or whoever argues hardest in planning. There's no formal testing cadence. When a test does run, it's because something looked obviously broken on a Friday afternoon.
This is where most ecommerce and SaaS sites under £100K monthly revenue actually live. It's not a failure mode. It's the natural state of any site that hasn't yet allocated dedicated time and budget to testing.
The 4-7% lift band that Build Grow Scale's 347-store research documents for DIY AI tools is the upper bound for an Ad-Hoc programme. Most Ad-Hoc programmes don't even get there because there's no consistent testing cadence to compound against.
What it looks like in practice
- 0-2 tests run per quarter (usually 0)
- Hypotheses come from a competitor's site that looked good, an article someone read, a founder's hunch
- No formal sample-size calculation
- Winners declared by eye
- Losing tests mostly forgotten
- AI tools either not used at all, or used inconsistently
Why this matters
Ad-Hoc isn't a permanent state. Most successful ecommerce and SaaS programmes started here. The transition to Reactive (Tier 2) happens when one specific hypothesis ships, the result is measured, and the team realises we should do that more often.
The lowest-friction way to make that transition: a single targeted productised engagement. One hypothesis. One test. One measured outcome. The lift you see is the case for moving to Tier 2.
Recommended next move
Twelve AI-drafted hero headlines, scored, with operator commentary, delivered in 5 working days. The fastest-cheapest way to ship a single tested intervention against your homepage hero.
If your bottleneck is page speed, not headlines, Speed Sprint at £1,500 is the alternative entry point.
