London Auto Index / Dealership services
When a London buyer asks AI where to buy, does the answer reflect your dealership’s expertise? LAI helps prestige dealerships and specialist businesses examine their presence, identify information gaps and decide what to improve next.
Choose your starting point
A focused first look, a deeper diagnostic or ongoing advisory support. The query set, platforms and deliverables are agreed before work begins.
01 / Initial benchmark
A focused introduction to how your dealership appears in a small sample of relevant buyer questions.
Credited against a commissioned Diagnostic. Eligibility, scope and credit terms are confirmed before payment.
Request a snapshot →02 / Defined evidence base
A deeper review of your AI discovery presence, competitive context and buyer information gaps.
Single-site starting price. Expanded platforms, locations and specialisms are quoted separately.
Discuss a diagnostic →03 / Retained intelligence
Scheduled measurement and advisory support as your business information and AI answers change.
Query set, review limits, cadence and initial term are agreed in the proposal. Implementation is quoted separately.
Explore ongoing support →All engagements begin with an agreed written scope. Prices and applicable tax treatment are confirmed in the proposal. Authority Build implementation is available by separate quotation.
How the work happens
We agree your locations, specialisms, buyer questions and testing platforms. Deliverables and commercial terms are set out before the assessment begins.
Record the test context and separate recommendations, mentions and citations. Compare descriptions of your business with verifiable information.
Review the observed gaps and decide which business information, buyer answers and supporting evidence merit attention first.
What you can expect
Before you enquire
No. AI answers vary by platform, wording, location and time. The work examines captured evidence and supports clearer business information; it does not guarantee rankings, recommendations or sales.
The diagnostic produces findings and a prioritised plan. Website changes and other implementation work require a separately agreed scope.
No. Commercial assessments cannot buy placement or scoring in LAI’s public Index or independent editorial recommendations.
Prestige dealerships, independent marque specialists and premium automotive groups. Multi-site or expanded research needs are scoped separately.
LAI’s buyer intelligence and journal are available to explore without commissioning a dealership assessment. Explore buyer intelligence →
Your next step
Tell us your location, vehicle specialisms and the question you want answered. Start with a conversation about scope and fit.
Ask London before you buy.
AI answers based on approved LAI research. No live stock check. Questions are sent to OpenAI; please avoid personal details.