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Feature Use Case

Using knowledge base to improve rehab program comparison …

Using knowledge base to improve rehab program comparison assistant — answered from your own docs. How Rehabilitation Centers teams use Chatref (knowledge base,

Chatref Team5 min read / Updated June 15, 2026

A rehab program comparison assistant that draws from a centralized knowledge base gives families accurate, real‑time answers about your therapies, costs, and admissions criteria. By feeding the assistant your own verified program details, it replaces guesswork with consistent information, helping prospective patients choose with confidence without adding to your admissions team’s workload.

The use case

Prospective patients and their families often compare multiple rehabilitation centers before reaching out. They want to understand the differences in therapy intensity, specialization (brain‑injury, stroke, pediatric, geriatric), accepted insurance, on‑site amenities, and typical outcomes. Without a comparison assistant, admissions teams repeat the same details by phone and email, risking inconsistencies between conversations, slow responses after hours, and lost inquiries when callers can’t get the specifics they need in the moment.

A comparison assistant trained on your own knowledge base resolves this by offering an interactive, always‑available way to weigh programs side‑by‑side on your website. It removes the friction of hunting through PDF brochures or waiting for a call back, and it ensures every answer reflects your actual program data, not generic summaries from a search engine or an outdated webpage. This is especially valuable for multi‑specialty centers where a single admission desk covers several distinct programs.

How it works

The assistant works in two parts: the knowledge base that holds your program facts, and the website widget that makes the assistant available to visitors.

The knowledge base is your single source of truth. You upload your program descriptions, fee schedules, insurance lists, therapy‑days calendars, visitor‑policy documents, and any other content that shapes a family’s decision. Chatref processes these sources and builds a retrieval framework that lets the assistant search and cite them when answering comparison questions – “Which program is better for after a spinal cord injury?”, “What’s the difference in daily therapy hours between your intensive and standard tracks?”, “Do you accept my insurance for the geriatric program?”.

When a visitor types a comparison question, the assistant pulls the relevant facts from your knowledge base and weaves them into a concise answer. It never fabricates details or pulls data from an external knowledge source. The answer is grounded in your own content, which means every health‑specific nuance, every accreditation, and every funding option is as current as the documents you provided.

The website widget delivers this experience directly on your program comparison page (or anywhere you place it). You customize the widget’s greeting to invite comparison – for example, “Ask me anything about our rehab programs, costs, or insurance” – and visitors interact through a message interface they already know. The assistant can respond immediately, even outside business hours, so families get the information they need to move forward before they look at the next center.

Behind the scenes, Chatref meters usage by the coin (1–5 per response), not by seat, so you pay only when the assistant helps someone. There are no monthly plan commitments, and your knowledge base never expires, even during quiet months.

Set it up

  1. Gather your program comparison details
    Collect the documents that answer common comparison questions: a structured list of rehab programs each with therapy types, daily schedules, typical length of stay, accepted payors, any specialty accreditations (e.g., CARF, Joint Commission), success metrics, and patient‑eligibility criteria. Include FAQs your admissions team already uses and any existing comparison grids or brochures.

  2. Upload to your knowledge base
    In your Chatref workspace, create a new agent (every account supports unlimited agents) and connect it to a knowledge base. Upload your documents as PDFs, paste text blocks, or point to public URLs. If your comparison data lives in a dedicated internal page, you can supply the URL and Chatref will ingest it. The system reads everything you provide; the more explicit your descriptions, the better the assistant can highlight differences. See the foundational guide for Rehabilitation Centers for industry‑specific examples.

  3. Configure the widget
    From the agent’s widget settings, customize the look to match your brand – set your primary color and upload a logo. Write an opening message that primes visitors to compare: “I can help you compare our rehab programs. Just ask about daily therapy hours, insurances, or which program fits a specific condition.” Turn on lead capture if you want the assistant to collect contact details from visitors who ask to be contacted.

  4. Embed the widget on your site
    Copy the single snippet of code and place it on your program comparison page, your admissions overview page, or wherever families start their research. The widget supports origin allowlisting, so it will work only on the domains you specify, keeping your assistant secure.

Get more from it

Keep the assistant sharp by treating the knowledge base as a living resource. When a new program launches, a therapy modality changes, or your accepted insurances expand, update the corresponding document and re‑upload it (or edit the text in the knowledge base). A stale answer – even one that was correct six months ago – can undermine a family’s trust.

Use the chat logs to identify which comparison questions get asked most often and which programs generate the most confusion. If visitors repeatedly ask for a specific detail (e.g., “Do you provide transportation?”), add that detail to your knowledge base and consider building the answer directly into your brochure content. This continuous loop turns the assistant into a feedback engine for your admissions content.

For centers that serve non‑English‑speaking families, consider uploading translated versions of your key program summaries. If you later enable Chatref’s multilingual routing, the assistant will answer in the visitor’s language while still pulling from your approved content.

Finally, place the widget where comparison intent is highest. Beyond your main program page, embed it on insurance‑specific subpages, on your “referring providers” portal, or even in a standalone comparison landing page that lists every program. The easier you make it for families to get the right answer the moment they ask, the more often they will choose you before calling the next center.

FAQ

What causes rehab program comparison assistant problems for Rehabilitation Centers?

The most common causes are outdated or incomplete program information spread across multiple sources (brochures, internal documents, web pages), inconsistent answers from different admissions staff, and the lack of a dedicated tool that can cross‑reference program details in real time. When families can’t find side‑by‑side comparisons quickly, they get frustrated and move on, or your team spends hours on repetitive conversations that reveal contradictory details.

How do I improve rehab program comparison assistant for Rehabilitation Centers?

Start by building a single knowledge base that holds every program’s specifics in one place, then deploy a comparison assistant that answers directly from that base. Regularly update the knowledge base as programs change, review the questions visitors ask to spot gaps, and embed the assistant on the pages where families compare options to give them immediate, accurate answers.

Put this into practice

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