Course creators
Answer lesson questions and route members back to the exact training moment.
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Creator knowledge products
Turn years of videos, courses, and expertise into a paid, instant answer desk with timestamped video shortcuts, Telegram delivery, and creator-first revenue sharing.
Built from approved content. Source-grounded by design. The examples and economics shown here are illustrative and are not endorsements or forecasts.
What’s the fastest way to validate a course idea?
Start with demand signals, then confirm the outcome. Run a 5-7 day pre-sell with a clear promise, outline, and price. If 10-20 people commit, build the minimum viable curriculum and deliver.
Private semantic index
Timestamped sources
Telegram delivery
Stripe + Stars billing
See the product
The useful unit is not another chatbot response. It is a concise answer, grounded in the creator’s actual library, with a shortcut back to the original source.
Retrieves by meaning, not exact keyword
Shows which source moments supported the answer
Declines or escalates when the corpus is weak
Routes attention back into the creator’s content
What’s the fastest way to validate a course idea?
Start with demand signals, then confirm the outcome. Run a 5-7 day pre-sell with a clear promise, outline, and price. If 10-20 people commit, build the minimum viable curriculum and deliver.
How it works
You choose the videos, courses, transcripts, newsletters, and documents the assistant may use. We keep the permission boundary explicit.
We transcribe, segment, and embed the approved material in a private Pinecone namespace so the right passages can be retrieved by meaning.
A member asks naturally. The answer layer retrieves the relevant passages, responds in your approved voice, and cites timestamped source moments.
Members join by web checkout or Telegram Stars where supported. Access is verified automatically and each payment is split by the agreed economics.
Who wins
For the audience
No scrubbing through a 90-minute interview or guessing which episode covered the problem.
For the creator
Turn repetitive DMs and support questions into a useful, always-available member experience.
For the business
Package the enduring value inside existing content as a paid membership, lead qualifier, or customer-success layer.
Answer lesson questions and route members back to the exact training moment.
Make frameworks, case studies, and offer advice searchable without another call.
Surface approved educational guidance while enforcing clear safety boundaries.
Retrieve general educational content with required disclaimers and no personalized advice.
Unlock years of guest insight through questions, themes, and timestamped clips.
Give members a front door to the canon before escalating to staff or the creator.
Transparent economics
Small conversion rates can create meaningful recurring revenue, but only when the product earns trust and retention. Change every assumption below.
Adjustable assumptions
Illustrative monthly scenario
Paying members
Gross member revenue
Creator share
Platform share
Arithmetic: 100,000 reached × 0.30% × $29/month.
This is a scenario model, not a promise or forecast. It excludes payment fees, refunds, taxes, churn, support costs, and promotion performance.
Ways to work together
Pricing reflects corpus size, rights complexity, integrations, moderation, and support. Final scope is written before work starts.
Proof pilot
$2,500
one-time, defined sample
A decision-grade prototype using a focused slice of approved content, one answer experience, and a measured rollout plan.
Managed launch
$7,500
setup + 20% platform share
The complete creator membership: corpus, bot, access control, billing, analytics, maintenance, and support.
Owned program
$20,000
from + $2,000/mo
A custom deployment for teams that want their own commercial structure, integrations, and operating controls.
Starting prices in USD. Payment processing, applicable taxes, unusual licensing, and third-party usage costs are separate unless the signed scope says otherwise. Telegram Stars settlement follows Telegram’s platform rules and availability.
Trust architecture
The commercial promise is instant help. The operating responsibility is knowing what the system may answer, what it must decline, and when a human takes over.
Only creator-approved sources enter the private knowledge collection.
Answers cite evidence, express uncertainty, and decline unsupported claims.
Paid access is checked before protected content or member features are served.
Misses become test questions, source fixes, or explicit policy boundaries.
Questions before the build
Usually, no. The safer and more maintainable architecture is retrieval-augmented generation: your approved content is converted into semantic embeddings, stored in a private index, retrieved when relevant, and supplied to the answer model. That keeps sources inspectable and lets material be updated or removed without retraining a model.
The system is instructed to answer from retrieved source material, attach its evidence, decline when support is weak, and escalate sensitive questions. No generative system is infallible, so we benchmark known questions, monitor misses, and tune the source library and policies before expansion.
You retain ownership of your source content. The commercial and customer-data structure is defined in the signed scope. The managed offer uses an agreed platform share; the owned program can use creator-controlled economics and integrations.
Yes, when the source platform and permissions support it. Answers can include timestamped video shortcuts so the assistant sends attention back to the creator’s original material instead of replacing it.
Yes. Telegram is the fastest productized launch surface because identity, messaging, and Stars are built in. A web member desk, community integration, or customer portal can be scoped in the owned program.
Only material the creator or rights-holder authorizes: public videos, owned courses, transcripts, newsletters, documents, and selected community resources. Third-party material needs its own rights review.
No. Every number on this page is an adjustable scenario, not a promise or forecast. Real results depend on audience trust, promotion, price, retention, support load, payment fees, refunds, taxes, and product-market fit.
Apply for a pilot
Tell us what your audience repeatedly asks and which body of content holds the answers. We’ll reply with fit, next questions, and a proposed pilot path.