Zaagan AI Lead Agent
A grounded website adviser for complex products and services. It answers from knowledge you’ve approved, asks the questions your sales team would ask, hands over to a person when it should—and turns every conversation into evidence about what buyers need.
Kitchen AdviserAI-powered
Commercial catering equipment supplier · Illustrative · Started on the combi ovens page
Illustrative conversation
Buyer
We’re opening a second restaurant. Will your combi ovens run on the kitchen’s existing electrical supply?
Kitchen Adviser · AI
Probably, but I can’t confirm it for your site yet. Our installation guide says it depends on the model and how the supply is rated. How many covers do you serve, and is it three-phase?
Grounded in: Installation guide v3 · Electrical supply
Buyer
Around 180 covers a service. Three-phase, 63 amps.
Kitchen Adviser · AI
For that volume, the approved option is our 10-grid combi, which suits a 63 A three-phase supply. Fit-outs like this start with a free site visit—shall I request one?
Grounded in: Kitchen planner · Restaurants
Buyer
Yes please. Is there a discount if we order two?
Kitchen Adviser · AI
Discounts sit with our sales team, so I’ll pass your question on rather than guess. For the site visit, what name and email should they use?
To your CRM & team
Site-visit request → kitchen design team
Contact details, requirements and a short summary.
To Zaagan Intelligence
Structured signals only
Intent, theme, knowledge state, objection, outcome. No identity.
Grounded and bounded
A useful adviser knows what it knows—and what it mustn’t promise. Every reply passes the same checks: is approved knowledge behind it, is it within the authority you’ve given, and would a person handle it better?
Buyer asks
“How quickly does the −80 °C freezer recover after the door is opened?”
Before it replies
Approved knowledge: Passed.
Found in the technical data sheet
Within its authority: Passed.
Informational—fine to answer
Needs a person?: Not needed.
No
Product Adviser · AI
Back to −70 °C within 10 minutes of a one-minute door opening, at a room temperature of 20 °C. The data sheet has the full recovery curve.
Grounded in: Technical data sheet · Door-opening recovery
Recorded
Theme · Temperature recoveryAnswered confidentlyBuyer asks
“Do I need a refrigerated centrifuge for RNA work?”
Before it replies
Approved knowledge: Passed.
Found in the product selector
Within its authority: Passed.
Recommend within approved rules
Needs a person?: Not needed.
Not yet—one detail is missing
Product Adviser · AI
For temperature-sensitive samples like RNA, the selector recommends a refrigerated model. What rotor capacity do you need? That decides between our two.
Grounded in: Product selector · Centrifuges
Recorded
Comparison · Refrigerated vs ambientRequirement being capturedBuyer asks
“Is it validated for GMP pharmaceutical use?”
Before it replies
Approved knowledge: Stopped here.
Nothing approved on this
Within its authority: Stopped here.
Validation claims need evidence
Needs a person?: Routed to a person.
Yes—the technical team
Product Adviser · AI
I don’t have approved information on GMP validation, so I won’t guess. I can ask our technical team to confirm—would that help?
No approved source—so no answer is invented.
Recorded
Knowledge gap · GMP validationHanded over · KnowledgeBuyer asks
“Can you guarantee delivery before our audit next month?”
Before it replies
Approved knowledge: Passed.
Delivery depends on stock and installation
Within its authority: Stopped here.
No—a date is a commitment
Needs a person?: Routed to a person.
Yes—the orders team
Product Adviser · AI
I can’t commit to a delivery date—that depends on stock and the installation schedule. I can ask our orders team to call you, with your audit date noted.
No approved source—so no answer is invented.
Recorded
Objection · TimingHanded over · CommercialBuyer asks
“We’re equipping three new labs. Can I speak to someone?”
Before it replies
Approved knowledge: Not needed.
Not needed
Within its authority: Routed to a person.
The buyer has asked for a person
Needs a person?: Routed to a person.
Yes—straight away
Product Adviser · AI
Of course. A project that size should go straight to our key accounts team. What’s the best name and number for them to call?
No approved source—so no answer is invented.
Recorded
Qualification · Very highHanded over · High valueContact → CRM onlyOne conversation, two destinations
Contact details are asked for only when a buyer chooses something that needs them—a call, a site visit, a quote—and they go to your CRM. Zaagan Intelligence receives the commercial facts, not the person.
Name and email
Given for the site visit
The conversation
Six messages
Kitchen size
180 covers a service
Requirements
Second site, 63 A three-phase
The question
Will it run on our supply?
Objection
Asked for a multi-unit discount
Outcome
Site visit requested
Asked for when a buyer chooses a call, survey, booking or quote—never to build a profile of them.
Kept only for a defined operational purpose, such as quality review or a failed booking, then reduced to structured signals.
They’re never pooled across clients to shape anyone else’s recommendations.
From conversations to improvements
One conversation proves nothing. Hundreds reveal what buyers need to know, where they hesitate and what your website never explains. Adviser evidence joins search, analytics, crawl and CRM data in the same Intelligence pipeline—so no recommendation rests on a single chat.
Question themes
Illustrative quarter · health and safety training provider
508 questions across 6 themes. One becomes a website opportunity. Most need nothing at all—which is a result too.
Asked constantly, rarely answered with confidence, and often by buyers who go on to qualify. On its own, that could just mean the adviser needs training. The other sources say it’s bigger than that.
What the other sources say
Opportunity · five sources agree
Buyers repeatedly need in-house training details that the website doesn’t give them.
Recommended after expert review
Publish an in-house training guide, link it from every course page, and add it to the adviser’s approved knowledge. Then measure handovers on the theme, organic visits and qualified in-house enquiries.
Group pricing goes to your sales team—so a high handover rate here is the right answer, not a failure. What matters is whether these conversations arrive qualified.
No website change
Check that pricing questions reach sales with group size and preferred dates attached, and that they convert as well as other enquiries.
Answered confidently from the course handbook nine times in ten. A healthy theme needs no action—a quiet result is a valid result.
No action
Keep the handbook current. The theme stays monitored.
Availability is the most common hesitation on group bookings, and it surfaces late—after buyers have already described their team.
Candidate opportunity
Make upcoming dates and on-site scheduling clear on the booking journey, before buyers have to ask.
Answered well, and the same guidance already appears on the course pages. Nothing to fix.
No action
Monitored alongside every other theme.
Rare, but ten times more common than last quarter. A new use case may be forming—worth investigating with search and sales evidence before anything is written.
Watch
Confirm with the course team whether an existing course covers it, add the answer to approved knowledge, then track whether demand keeps growing.
| Question theme | Times asked | Answered confidently | Partially answered | Handed to a person | Reading |
|---|---|---|---|---|---|
| Can you run it on-site for our team? | 147 | 28% | 21% | 51% | Knowledge gap |
| What does it cost for a group of twelve? | 118 | 0% | 9% | 91% | Human-led by design |
| How long is the certificate valid? | 96 | 91% | 6% | 3% | Answered well |
| Are there dates before the end of the quarter? | 64 | 22% | 31% | 47% | Recurring objection |
| Which course level is right for my team? | 52 | 88% | 8% | 4% | Answered well |
| Do you cover battery storage safety? | 31 | 10% | 13% | 77% | Emerging intent |
Illustrative figures for a composite business, not a client result. Individual conversations never become recommendations on their own.
An adviser should never become the reason a website stays unclear. When the same question keeps coming up, the answer usually belongs on the site—where it helps every visitor, search engines and AI assistants—and in the adviser’s approved knowledge.
Measured honestly
Conversation volume is easy to grow and proves nothing. The adviser is measured the way everything at Zaagan is: against commercial outcomes, and with the same care over what the evidence can claim.
“Chat conversations up 47%”Not a headline
Easy to grow. Proves nothing on its own.
Adviser outcomes are recorded by the adviser itself, not inferred from browser clicks.
Watched alongside
Buyers who open an adviser are often closer to buying before it says a word. So the finding is reported as associated—never as caused—unless a controlled test supports more.
“Buyers who used the adviser qualified more often.”A claim we would make: Associated
“The adviser increased qualification.”A claim we would not make: Needs a controlled test
For a valuable project, a fast, well-briefed handover to the right person is often the best outcome there is.
“Conversations without a human” is not a target. Removing friction is; removing judgement isn’t.
A wrong answer or broken booking is adviser maintenance. A pattern in what buyers need is a growth opportunity.
Where it fits
Tick what’s true for your business. It’s the same test we apply before recommending an adviser—and we’ll say so when a clearer website would do more.
01
Define one job
The role, the pages it lives on, the questions it answers and the outcome it’s for.
02
Approve the knowledge
The guides, data sheets and policies it may answer from—reviewed and versioned.
03
Set the boundaries
Actions, routing, handover rules and everything it must never promise.
04
Test with hard questions
Your team’s toughest pre-sales questions, long before a buyer sees it.
05
Launch and look after it
Answer quality, knowledge updates and handovers reviewed as a managed service.
Scoped separately from other Zaagan services. Its evidence flows into Zaagan Intelligence—but no client needs an adviser to benefit from Intelligence.
Practical questions
Not in the usual sense. It has one defined job—helping buyers choose and reach the right person—answers only from knowledge you’ve approved, and is measured on qualified outcomes rather than conversation volume. Zaagan doesn’t build open-ended bots for anything and everything.
It says so, doesn’t guess, and offers a person where that makes sense. The question is recorded as a knowledge gap, and repeated gaps become evidence for improving both your approved knowledge and your website.
Yes. It can carry a role that suits your business—Product Adviser, Specification Adviser, Project Adviser—but it is always presented as AI-powered and never poses as a member of your team.
No. It takes on repetitive pre-sales questions so your team spends its time on the right conversations. For high-value or complex projects, a fast, well-briefed handover is often the best result it can produce.
Contact details go to your CRM or booking system, and only when a buyer asks for something that needs them. Zaagan Intelligence receives structured signals—intent, questions, gaps, objections and outcomes—not identities or full transcripts. How long transcripts are kept for operational purposes is set deliberately before launch.
No. Zaagan Intelligence works without an adviser, and one is only recommended where the buying journey and your knowledge make the case. Where both run, the adviser’s evidence joins everything else Intelligence sees.
Start with the questions
Tell us about the questions your team answers every week. We’ll tell you honestly whether an adviser would help—or whether your website should be answering them first.
