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An AI assistant that knows the Peugeot line-up

Live on peugeot.hr - grounded in real pricing, offers and service content

AutomotiveAI ChatbotConversational AILead Generation
Year

2026

Duration

Ongoing engagement

Industry

Automotive / Retail

An AI assistant that knows the Peugeot line-up
Starting position

Starting position

Starting position

  • Way to get instant answers outside business hours

    Questions about models, pricing or offers required a call or a form, with a wait for a reply

    None
  • Pricing & offer content in a conversational format

    Visitors had to navigate to the right page themselves

    None
  • Guided path from a question to the right offer

    Sales team fielded ad-hoc enquiries, no automated triage

    Manual
  • Coverage for basic product questions

    No after-hours channel existed

    Business hours only

Market size

Full peugeot.hr site traffic

Visitors reachable through the assistant

Scope: Croatia, entire Peugeot passenger & commercial line-upSource: Public site scope, pre-launch

Approx. budget

NDA

10,000 – 49,999 €

Budget breakdown

Conversation design & knowledge base curation40%
Widget branding & UI integration25%
Content grounding (pricing, offers, service)20%
Testing & launch15%

Budget bucket per Clutch.co project cost category. Exact figures under NDA.

4-phase delivery

Ongoing

  1. 1

    Phase 1

    Discovery - site content audit and conversation design

  2. 2

    Phase 2

    Knowledge base build - pricing, offers, service content

  3. 3

    Phase 3

    Branded widget integration into peugeot.hr

  4. 4

    Phase 4

    Launch, monitoring and iteration

The Challenge

A national dealer site with no way to answer questions instantly

peugeot.hr carries the full model range, pricing, offers and service information for Peugeot in Croatia - but a visitor with a specific question still had to search for the right page or contact a person, with no answer outside working hours.

No instant, conversational way to find pricing or offer information

No always-on channel for basic product or service questions

Enquiries reaching the sales team were unfiltered and unstructured

Every new campaign needed its own separate promotion, with no conversational entry point

Our Solution

A branded AI assistant grounded in Peugeot's own content

We designed and integrated an AI chat assistant directly into peugeot.hr: branded to match the Peugeot identity, with a curated quick-menu for the most common intents, and a knowledge base grounded in the site's own pricing, offer and service content.

Branded chat experience

The assistant is styled and worded as the Peugeot Chatbot, consistent with the brand - not a generic third-party widget.

Curated quick-menu

Five guided entry points - immediate delivery, customer support, new models, special offers, loyalty programme - cover the most common visitor intents in one tap.

Grounded answers

Responses are grounded in the site's real pricing and offer pages, pointing visitors to the exact page for the current figure rather than a stale one.

Always-on coverage

The assistant answers product and service questions any time the site is open - no wait for a human reply.

What changed

How visitor support changed

Getting an answer on peugeot.hr moved from searching the site or waiting for a person to a guided conversation available around the clock.

Getting an answer

Before

Search the site or contact a person

After

Ask the assistant directly

Visitors get a guided answer without leaving the page they're on.

Availability

Before

Business hours only

After

Always-on

Questions get answered outside working hours too.

Enquiry routing

Before

Unfiltered, ad-hoc

After

Guided by a curated quick-menu

Visitors reach the right offer or page in one step.

Chat experience

Before

No chat channel existed

After

Fully branded assistant, consistent with the site

The assistant reads as part of Peugeot, not a bolted-on tool.

Investment → Engagement ImpactNDA

Always-on coverage without adding headcount to the sales desk

Ratio

≈ 2-3x

coverage vs. cost, first year

Incremental revenue

≈ 10-20%

estimated share of routine product/service questions the assistant resolves without a human reply

Investment

10,000 – 49,999 €

Payback period

Within the first quarter live

Method

Comparison of question-coverage hours and estimated deflected routine enquiries vs. cost of equivalent staffed coverage

Confidence

Medium - based on coverage modeling, not a controlled trial; commercial figures are confidential

Traffic, lead volume and conversion figures are owned by the client and not disclosed.

The Outcome

A branded assistant live on Peugeot Croatia's own site

The assistant is live on peugeot.hr, answering visitor questions in Croatian and grounded in the dealer's real pricing and offer content. Traffic and conversion figures belong to the client; the figures below describe what changed operationally.

Availability for product & service questions

Before

Business hours only

After

Always-on

24/7 coverageAssistant answers instantly, any time the site is open

Ongoing

Guided entry points for common questions

Before

0

After

5

New quick-menuImmediate delivery, support, new models, offers, loyalty programme

At launch

Answers grounded in real site content

Before

N/A

After

Pricing, offers & service pages

Grounded, not genericVerified live: correctly identifies the 208's electric/hybrid/petrol line-up and links to current pricing

Verified post-launch

Chat experience branding

Before

No chat channel

After

Fully Peugeot-branded

On-brandStyled, worded and positioned as part of the Peugeot site

Live

Stack & Services
Conversational AI
Knowledge Base Curation
Widget UI Design
Croatian NLP
Site Integration
Lead Routing
Visitors used to have to dig through the site or call us for something as simple as which engines a model comes in. Now the assistant answers that instantly, in our own voice, and only escalates what actually needs a person.

Digital Marketing Lead

Peugeot Hrvatska

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