Knowledge Base

Train AI on your business. Once.

The knowledge base is where your brand voice, business context, and content rules live. Every post and reply velociPost writes is grounded in it automatically — no re-prompting, no re-explaining, no "remember, we're a plumbing company" every time.

Set up in 5–8 minutes · editable any time
velocipost.com/dashboard/knowledge
Miami Rescue Plumbing
Knowledge base · updated 2 hours ago
Residential plumbing · Miami-Dade & Broward · specialty in water heaters and emergency service.
Friendly but technically precise · "like a pro who explains things so you actually get it" · no hard-sell language.
Mention emergency availability Educational tone Never mention competitors No pricing claims
Saved · applies to next generation
Why this exists

The model isn't the differentiator.
The context is.

Give ten businesses the same AI model and the same empty text box, and you'll get ten nearly-identical posts that sound like AI wrote them. That's not a failure of the model — it's a failure of context. The model doesn't know what it's writing for.

velociPost solves that by flipping the problem. Instead of asking you to re-prompt the AI every time, we give the AI a persistent home for everything it needs to know about your business. The model stays generic. Your context is what makes the output specific.

The practical version
Good AI content isn't about a better prompt. It's about the model knowing your business before the prompt ever starts.
What's inside

Four layers of context.

The knowledge base isn't a single text field. It's a structured store of everything the AI needs to know about your business — built up during onboarding, edited any time.

Business profile.

What you do, who you serve, where you operate, what you offer. The non-negotiable facts that every generation needs to stay grounded in reality.

What the AI reads
"Residential plumbing · Miami-Dade & Broward counties · specialty in water heaters and emergency service · 24/7 availability for true emergencies."

Brand voice.

How you talk. What you sound like when you're at your best — and what you don't sound like. Tone, style, vocabulary, pacing. The texture of your business's writing.

What the AI reads
"Friendly but technically precise. Like a pro explaining something so you actually get it. Never salesy. Use concrete specifics, not generic claims."

Content rules.

The guardrails. Topics that must always appear. Topics that must never appear. Tone directives that apply to every generation. These are absolute, not suggestions — the AI enforces them before output reaches you.

What the AI reads
"Always: mention emergency availability on service posts. Never: mention competitors by name. Avoid: specific pricing claims."

Examples & learning.

Every draft you approve, edit, or reject becomes context for the next generation. Rejection reasons are especially valuable — a short note like "too formal" tightens the voice on every future post.

What the AI reads
"This tone worked. This didn't. User rejected: 'too salesy — we don't write like that.' Apply going forward."
How the AI uses it

Every generation starts with your context.

No re-prompting. No "remember, we're a plumbing company" for the hundredth time. The knowledge base feeds every AI call automatically — before the model ever sees the request.

Step 1

Your knowledge base.

Persistent context sitting in your workspace. Your business. Your voice. Your rules. Your examples.

Step 2

Prompt built.

When it's time to generate a post, velociPost bundles your knowledge base with the specific request and sends it to Claude Sonnet.

Step 3

Output lands.

A platform-native post — in your voice, with your rules respected, with your audience in mind. Ready for you to approve.

With vs. without

Same model. Very different output.

Same AI. Same prompt. The only thing that changes is whether the knowledge base is there.

No knowledge base

Generic AI.

Prompt: "Write an Instagram post about water heaters."
💧 Need help with your water heater? Our team of expert plumbers is here to help! With years of experience and top-notch customer service, we'll make sure your water heater is running smoothly. Contact us today for reliable service you can trust! #plumbing #waterheater #homecare
Could have come from any plumbing business anywhere. No specifics, no voice, no reason to stop scrolling.
With knowledge base

Your AI.

Same prompt. Knowledge base loaded: Miami plumbing, water-heater specialty, educational-not-salesy voice, never mention competitors.
That knocking sound from your water heater? 9 times out of 10 it's sediment buildup — and in South Florida's hard water, it builds fast. Here's the 10-minute flush we use on service calls, and how to tell when it's time to call us instead. 🔧
Specific to Miami. Specific to water heaters. Educational, not salesy. Voice you'd recognize as yours.
Yours to control

Editable, versioned, and yours.

The knowledge base isn't a black box. Every field is visible and editable. Change anything, anytime — updates apply to the very next generation.

Edit anything, anytime

Every field in the knowledge base is editable from Settings. Add rules, change tone, update your service area — saves instantly and applies to the next generation.

Learns from your feedback

Every draft you approve, edit, or reject feeds back into the knowledge base. The voice tightens automatically as you use it.

One per workspace

Separate knowledge base for each workspace. Agencies can run distinct brand voices per client, with zero cross-contamination between accounts.

FAQ

The usual questions.

What is a business knowledge base for AI?

A business knowledge base is a structured store of everything the AI needs to know about your business before it writes anything — what you do, who you serve, how you talk, what you stand for, what you avoid. Instead of re-prompting the AI every time (the ChatGPT approach), the knowledge base gives it persistent context that feeds every generation automatically.

How do I train AI on my business with velociPost?

You answer a short onboarding — about 5 to 8 minutes — describing your business, your tone, your audience, and your content rules. That fills the initial knowledge base. As you use velociPost (edit drafts, reject posts, add rules), the knowledge base gets tighter automatically. You can also edit any field manually at any time.

Will the AI actually sound like my brand voice?

Yes, after a short ramp. During onboarding you describe your tone, your style, and what your brand does and doesn't sound like. The first posts will be close. As you edit drafts and reject ones that don't fit, the AI uses those signals to tighten the voice. Most users say the output sounds recognizably like them within a week.

What kind of information does the knowledge base store?

Business profile (what you do, where you serve, what you offer), audience (who you're talking to), brand voice (tone, style, words you use, words you never use), content rules (banned topics, required phrases, CTA patterns), and example content (drafts you've approved, drafts you've rejected with reasons). Everything flows into every AI generation automatically.

Can I edit my knowledge base after setup?

Yes. Every field is editable at any time from Settings. Changes apply to the next generation — not just new drafts, but the next reply the AI drafts and every piece of content going forward. You can also add, remove, or reorder content rules as your business or campaigns change.

Does the knowledge base work across every platform?

Yes. One knowledge base powers content across all 11 platforms. The AI reads your knowledge base the same way every time, but writes platform-native output — so the LinkedIn post sounds appropriate for LinkedIn while still matching the voice you defined.

What happens if I run multiple businesses or clients?

Each workspace has its own knowledge base. If you're an agency or you run multiple distinct businesses, you can create separate workspaces — each with its own brand voice, rules, and audience definition. A client workspace never bleeds into another client's content generation.

Is the knowledge base shared between users on my team?

Yes — within a workspace, the knowledge base is shared by all seats. This keeps brand voice consistent no matter who's editing or approving posts. Agency accounts with multiple client workspaces keep each client's knowledge base completely isolated.

Stop re-explaining your business.

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