Sales AI should only repeat approved claims.
Sales assistants retrieve verified commercial knowledge, refuse prohibited claims, and cite the approved source when they answer.
Keep sales AI on verified pricing, packaging, and competitive claims. Prohibit inventing discounts or roadmap promises.
Sales chatbots invent discounts and roadmaps.
A sales assistant with access to every Notion page will quote a draft discount, an internal forecast, or a competitor claim nobody approved.
Those answers show up in CRM notes and customer emails. Finance and legal clean them up after the deal is already framed wrong.
Governed claims, prohibited statements, and public-safe commercial collections stop the freelancing before it reaches the prospect.
What to do before sales AI talks to prospects
Separate approved commercial truth from internal deal rooms.
- Step 1
Verify pricing and packaging sources
Only reviewed commercial pages belong in the sales assistant collection.
- Step 2
Encode prohibited claims
Use Knowledge Contracts so inventing a discount or SLA is an explicit refuse path.
- Step 3
Keep deal rooms internal
Opportunity notes and forecast sheets stay out of public-safe collections.
- Step 4
Test the high-risk sales questions
Pricing exceptions, competitors, and roadmap asks go through the Answer Playground first.
How Wiki keeps sales assistants honest
Contracts, verification, and permissions for commercial AI.
Knowledge Contracts
AI Application policies
Answer Playground
Questions teams ask first.
- Can Wiki stop a sales bot from inventing discounts?
- Wiki cannot guarantee zero invention, but prohibited claims, verified sources, and refusals are the controls that actually work.
- Should sales AI see CRM notes?
- Usually not for customer-facing answers. Keep deal context internal and commercial claims in a verified collection.
- How do I start?
- Import public pricing pages, verify them, attach a sales AI Application policy, then test discount and competitor questions.
Essays, tools, and the product.
From the blog
AI Permissions: What Your Chatbot Should Never Be Allowed to Know
The biggest AI knowledge mistake is giving every chatbot access to every document. Permissions should be explicit, tested, and audience-aware.
The Complete Guide to Citation-Backed AI Support
Customer-facing AI should show where the answer came from, know when it lacks an approved source, and escalate when documentation cannot support a reliable answer.
RAG Is Not a Source of Truth
Retrieval can find context. It does not decide whether that context is current, approved, allowed for the audience, or safe to cite.
Tools
Your AI is already talking.
Make sure it knows what it is talking about.