A catalog with 12,000 SKUs. Four ways to search. One answer system that eases presales and hands sales the hot cases with context.
Klariton turns product data, spec sheets, catalogs and service knowledge into a controlled answer layer for technical B2B distribution, with cited answers, honest limits and handover to people when it matters.
For distributors with a technical range, many questions and too little time for the same answer in five variants.
The catalog is there. The orientation is missing.
The problem in B2B distribution is rarely missing knowledge. The problem is that the same product base has to serve buyers, integrators, service technicians and uncertain end customers at the same time.
- Product data sits in the ERP.
- Specifications in PDFs.
- Installation logic in install guides.
- Experience knowledge in service.
- Recurring presales questions in emails, tickets and the team’s heads.
To the buyer that doesn’t feel like knowledge. It feels like friction.
That creates not just search friction. It creates recurring presales questions, longer evaluations, unnecessary support loops and sales time spent on cases that aren’t cleanly qualified yet.
In distribution, not everyone searches the same way. That is the real catalog conflict.
- Buyers search by article number and availability.
- Integrators search by specification and compatibility.
- Service technicians search by fault and replacement logic.
- End customers often describe only the problem, not the product.
Klariton names this case itself: buyer by part number, integrator by spec, novice by problem. That’s exactly why B2B distribution fits the platform so well.
A normal catalog is built for people who already know what they’re looking for. Klariton also helps those who first have to find the right way into the catalog.
Why B2B distribution uses Klariton
Because the same product base has to serve several buyer types at once, and because the most interesting evaluations often happen before anyone talks to sales. Klariton’s sales-intelligence approach builds on exactly that: sessions become account journeys with buying phase, behavior timeline and context for sales.
- high catalog complexity,
- technical questions before the inquiry,
- many recurring presales questions,
- and sales that can’t answer every early question by hand.
Klariton here isn’t “chat for B2B”. Klariton is an answer logic between catalog, problem description and sales handover.
How Klariton solves the problem
Klariton doesn’t answer technical questions freely from the model, but from structured product data, approved BIQs and material RAG on your sources. Products & materials form the factual base for BIQs, retrieval, chat and Safe Guard.
- Products provide structured catalog facts.
- Materials provide the text sources: spec sheets, manuals, catalogs or install guides.
- Buying Answers turn recurring buyer-intent questions into approved answers with source, confidence and status.
- Chat Advisor works preferentially from this curated knowledge base instead of improvising freely.
The result isn’t an open bot that “should somehow help too”. It’s a controlled answer system for real buying and evaluation questions.
That doesn’t just cut friction in the catalog. It reduces duplicate presales work, surfaces technical questions earlier, and hands sales not just leads but buying context.
BIQ first. Then material. Only then the rest.
Klariton’s Chat Advisor has a clear answer order:
- BIQ match: when an approved, curated answer fits.
- Material RAG: when relevant passages from your materials carry the answer.
- World knowledge: only limited and transparent, when no internal source fits.
- Escalation: when the question can’t be answered safely or contact is wanted.
This matters because complex B2B catalogs don’t need free imagination. They need dependable answer paths. The better the high-intent questions are maintained as BIQs, the less the chat has to improvise.
Source, confidence and status instead of gut feeling
B2B teams don’t trust an answer because it sounds fluent. They trust it when it’s traceable. Klariton runs Buying Answers with source, confidence and status, one of the platform’s most important differentiators.
- no “magic” product claims,
- no unclear origin of technical statements,
- no mixing of internal facts and free guessing,
- but controlled answers that stay traceable to sources.
In distribution especially, that isn’t just nice to have. It’s sales and trust protection.
The audience’s typical fears, and how Klariton addresses them
“The AI hallucinates technical details.”
Klariton prefers curated BIQs and material RAG. World knowledge is used only downstream and limited.
“Our PDFs and spec sheets are too messy.”
Products & materials are made exactly for that: structured facts plus dependable source texts as a shared knowledge base.
“We don’t want wrong statements about price, approval or compatibility.”
Trust Center, Brand Voice & Compliance, Safe Guard and Test Center keep answers controllable before and after go-live.
“Sales loses control.”
Klariton escalates contact-relevant cases and hands context to sales, instead of just creating anonymous chats.
“We can’t rebuild the whole catalog at once.”
Klariton itself recommends a small, dependable pilot rather than a full rollout.
Why Klariton doesn’t improvise on technical statements
B2B distribution doesn’t need charming AI. It needs answers based on product data, manuals, spec sheets and rules. That’s why Klariton separates generation and publishing: BIQs are reviewed, the Chat Advisor is deliberately activated, and Trust Center, Test Center and Safe Guard keep published answers checkable and controlled.
- Trust Center as an activation gate with notices and self-test.
- Test Center for typical questions, edge cases and security attacks.
- Safe Guard for BIQs without sufficient support or with conflicts to the source.
- Brand Voice & Compliance for style, banned patterns and rule behavior.
That’s the difference between demo AI and productive use in a technical sales context.
When a question gets hot, sales has to see it
Not every good question needs a human immediately. But the right ones do. Klariton connects the answer layer and the sales handover: sales intelligence turns sessions into account journeys with buying phase, behavior timeline and signals, and the leads-&-questions inbox delivers the context for contact requests and recurring real questions.
- Sales gets not just a lead, but buying context.
- Recurring questions aren’t just answered, but fed back into better BIQs.
So support effort gradually becomes a better system.
Start small. Not broad.
Klariton itself recommends the minimal path: connect data, set up products & materials, create first BIQs, build a touchpoint, embed, test, then measure.
- not all 12,000 SKUs at once,
- but one product group with a high question density,
- two to four buyer types,
- the most important presales questions,
- one touchpoint,
- one clear sales handover.
That quickly creates a pilot that proves whether the answer layer holds up in the real catalog context.
Especially suited to these kinds of distribution
- technical distributors with a large SKU range,
- ranges with spec sheets, install guides and compatibility logic,
- companies with multiple buyer types,
- teams with recurring presales and service questions,
- sales contexts where early evaluation often starts anonymously.
Less suited where products are extremely simple, purely price-driven and bought without differences that need explaining.
Frequently asked questions
Can Klariton work with PDFs, spec sheets and installation guides?
Yes. Products & materials are the factual base for BIQs, chat, retrieval and Safe Guard.
What happens when Klariton finds no dependable answer?
Then it doesn’t guess. The Chat Advisor prefers BIQ match and material RAG; when there’s no reliable support, it answers in a transparent, limited way or hands off to your team.
How do we prevent wrong technical statements?
Through approved BIQs with source and confidence, through tests before go-live, and through Safe Guard, which checks published answers against material, product data and rules.
How does this help sales concretely?
Sales intelligence turns sessions into account journeys with buying phase, behavior timeline and signals, instead of just counting anonymous visits.
Do we have to model the whole catalog right away?
No. Klariton recommends a small, reliable pilot rather than a full rollout.
Your catalog doesn’t just need search. It needs answers.
Klariton turns products, materials and recurring buyer questions into a controlled answer layer for complex B2B distribution, with source, governance and handover to sales when it matters.
For distributors where the same question lands in five teams today, and should be answered once, cleanly, tomorrow.