4 · Solution | Vision Makers Docs

The shape of the product

A user asks a question. The platform resolves it against on-chain state, social sentiment, news and market data simultaneously, returns an interpretation with its evidence, and places the corresponding action beside the answer. The action executes from the user's own wallet, on their signature.

Everything else is an elaboration of that loop.

Five capabilities

Discover

"Find me something early on Base with real buyers, not one wallet."

The platform scans new pairs and migrations, filters for buyer distribution, and ranks by mindshare. A result reads like a judgement, not a table: $PONS, 1,840 distinct buyers, no wallet above 3%, with 31 pairs filtered out for single-wallet concentration, and the reason it matters stated plainly: liquidity grew with price, not behind it.

Research

"Is the $AIC move backed by anything, or is it just noise?"

One question answered from holder history, media coverage and liquidity depth at once. The answer names the tension where one exists: attention is lagging the flow, top 20 wallets reduced exposure 18% this week while mentions rose 240%.

Sentiment and news

Multi-source aggregation that is scored and summarised rather than listed. Fourteen sources reduced to a narrative-level read, with the rotation risk called out.

Alerts

A streaming feed of what 12,481 tracked wallets are doing, filtered to the order sizes and market caps the user cares about, delivered to Telegram with one-tap quick buy.

Automate

"Every morning, brief me on Base and pre-stage anything that clears my rules."

Scheduled agents run multi-step workflows, discovery, sentiment shift, smart-money flow, and pre-stage trades. Nothing moves without approval.

Execution in the same view

vDEX puts the swap where the answer is. Portfolio, balances and live pricing sit beside the analysis, so insight and execution never separate. Routing runs across integrated venues with the chosen route and its cost stated.

The constraint that defines the product Agents prepare; users approve. An agent can assemble a swap, arm a conditional order or queue a queued order, and all of them wait for a signature. This caps how much the product can automate, deliberately. In a non-custodial system with irreversible transactions, the correct default is that software never moves funds on its own.

Why this is defensible

The conversational surface is the least defensible part, it is the easiest thing for a competitor to copy. Three things underneath it are harder:

Proprietary scoring trained on real behaviour. Mindshare, wallet ranking and risk flags are models fitted on the activity of 630,000+ users and 12,481 tracked wallets. The models improve with usage.
Cross-product signal. Competitions generate performance data that improves wallet ranking; launches generate adoption data that sharpens mindshare. A single-product competitor reasons from a narrower slice.
Distribution already earned. An approved Telegram Apps Center listing and a 630,000+ user base acquired without paid spend is not something a well-funded competitor can simply purchase.