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Max Tymoshyn, founder of Norml Studio
Max TymoshynFounder, Norml Studio

AI chatbot integration for your website

Visitors ask questions across product pages, help articles and service information. We connect a website chat interface to an approved content collection and an AI answer service, with a clear route for questions the content cannot answer. Your team controls the material, enquiry destination and limits of the conversation.

A few clients we’ve worked with

99Legal / Kremenchuker Law GroupAstraZenecaCoxitDiet vs DiseaseFlorida seal — Regional Counsel projectMetroplex HomebuyersNasdaq Private MarketOffice of Criminal Conflict and Civil Regional Counsel, Second Region of Florida — Ita M. NeymotinPolaclubThe Farm Soho

What we do

Add a website chatbot that uses approved content, links to its sources and hands unanswered enquiries to your team.

A chatbot grounded in your website

The starting implementation uses a Claude API connection behind your website. We define the answerable topics and source collection before adding the interface to public pages.

Solution
Integrations
Connected systems
Claude + REST API
Data flow
Approved public content is prepared for retrieval. A visitor’s question selects relevant passages for the AI service, which returns an answer and source links to the website. Enquiry details go to the agreed destination only through a separate, explicit handoff.
  • Prepare the answer sourcesChoose authoritative pages and documents, remove conflicting versions and preserve their URLs. Content updates need an agreed refresh process so the assistant does not keep answering with a retired policy or product description.
    01
  • Build the conversation and fallbackConnect the chat interface, retrieval and answer generation. Responses should cite supporting material where available. Missing evidence, restricted topics and requests outside the defined scope receive a helpful fallback or contact route.
    02
  • Connect the enquiry handoffAgree on the fields visitors can submit and where staff receive them. Keep an unsuccessful CRM or email delivery visible in the interface and operating logs; a chat response alone does not prove the enquiry arrived.
    03
Josiah BallCo-Founder & CEO, HOMEEC

“Norml Studio's professionalism and responsiveness were impressive.”

Clutch review
Lucas SeyhunCEO, The Farm Soho

“They were proactive in suggesting improvements we hadn't considered.”

Clutch review
Gaius CooperDirector, Streamline Pump Solutions

“They delivered what they said they would, on time.”

Clutch review
Emma EstefaClient Success Manager, Metroplex Homebuyers

“They focused on how to make our daily operations easier, not just on building features for the sake of it.”

Clutch review
Bret MillerManager, Door Knock Pro

“They understood that the app needed to be practical for someone sitting in a car, not just look good on a desktop.”

Clutch review
Saima AhmedFounder, GoPetZen

“Their level of dedication to the success of the project and GoPetZen's business as a whole is unique.”

Clutch review

What we need before building

  • Approved public informationProvide the website and source pages the assistant may use. Private customer records, account-specific answers and internal documents require a separate authenticated design.
    01
  • API account and data policyConfirm the model account, available quota and approved handling of questions and chat history. Usage charges, retention settings and logging access are agreed for the chosen account.
    02
  • A content and enquiry ownerName the person who approves source material, reviews unanswered questions and checks handoff delivery. Supply examples of questions the chatbot should answer and those it should decline.
    03

How we build and test it

  1. [Define the question set]

    Review typical visitor questions alongside the published source content. Identify missing facts before relying on the assistant to answer them.

    Step 01
  2. [Test answers and handoff]

    Check supported answers, conflicting passages, unsupported claims and enquiry delivery. Include instructions embedded in retrieved content to test that they cannot expand the assistant’s permissions.

    Step 02
  3. [Release with a review process]

    Verify the interface on the live website, document source refresh and provide a way to disable chat while retaining the normal contact route.

    Step 03

The people who do this work.

Meet the whole team

No account layer between you and them. These are the Norml specialists this work runs through.

Max Tymoshyn, founder of Norml Studio

Let's chat

“I've spent 10 years working across development and marketing. I started as a developer, but design, SEO and advertising were already part of the job. That taught me to treat a website as one system: the business, the content, the design and the code have to work together. At Norml, I lead the architecture behind our work and stay involved wherever strategy, design, development and search meet.”

Max TymoshynFounder & Architect

Get started

From the Norml blog.

Questions about this implementation

Can the chatbot answer anything about our business?
Its useful scope is the approved information supplied to it. We define unsupported topics and a fallback. Source retrieval and citations help review an answer, but they do not guarantee that every generated statement is correct.
Will it train a new model on our website?
The proposed scope retrieves relevant content when a question arrives and supplies it as context. Training or fine-tuning a model is separate work and is not required by this design.
Can it show customer order details?
That requires authenticated customer identity and record-level access checks. The public content chatbot does not receive private order data by default.
Does it replace the website search box?
Chat answers a visitor’s question conversationally. On-site search returns a browsable list of pages or products with filters. We scope those interfaces separately so each serves its intended job.

Scope the questions your website should answer.

Share your website and a few recurring visitor questions. We will identify the source material, answer boundaries and handoff your team needs.

Discuss your AI integration