Do founders need a product, roadmap, or competitor list to get started?

No. Opportunity Discovery can begin with one meaningful sentence about a problem, workflow, target user, idea, or market curiosity.

Does a competitor launch automatically become roadmap work?

No. Competitor activity is one signal. VerityLoop also surfaces strategic fit, customer evidence, prerequisites, conflicts, and unknowns.

How does VerityLoop handle sensitive product context?

Context is permission-scoped and tenant-private. Access checks happen before retrieval.

What do MCP-ready and agent-ready mean in VerityLoop?

MCP-ready means product context is structured for permissioned connections to agent tools. Agent-ready means approved PRDs and ticket drafts include the scope, evidence, unknowns, and acceptance criteria an AI agent needs to act with less clarification.

AI-native product decision intelligence

Turn market change into your next product decision.

Find your next opportunity. Know when your roadmap should move.

Join the waitlist

MCP-ready contextAgent-ready outputsHumans decide

Product

See the decision system at work.

Switch journeys, inspect evidence, and compare valid outcomes before anything becomes delivery work.

01Live context

Your starting point

A workflow teams still solve by hand

Natural-language idea
Target-user hypothesis
Observed market pattern

02Verified

Cited evidence

What the market supports

Direct product pages and release notes establish what changed.

8 cited sourcesChecked today

03Agent decision brief

VerityLoop recommendation

Validate the problem before defining a product

The market pattern is credible. Demand, urgency, and willingness to pay remain unknown.

04Locked

Approved direction

PRD draft

Problem and outcome
Evidence and unknowns
Scope and non-goals
Success measures

Generated only after human approval

05Locked

Approved PRD

Reviewed ticket drafts

Epic and stories
Acceptance criteria
Dependencies
Source links

Available after PRD review

How it works

How VerityLoop moves from evidence to execution.

Evidence agents turn uncertainty into a governed, human-in-the-loop path from signal to reviewed delivery work.

Frame or detect

Begin with a founder’s question or a verified market change.

Verify

Use source-grounded retrieval to check identity, freshness, before-and-after state, and source quality.

Decide

Review relevance, conflicts, unknowns, and response options.

Approve PRD

Create an agent-ready PRD only after a human chooses an eligible direction.

Review tickets

Draft delivery work only after PRD approval and engineering review.

Two starting points. One governed loop.

Start with the journey that fits.

VerityLoop adapts its governed agent workflow to the context you have—not the paperwork you do not.

For founders

Opportunity Discovery

Use evidence agents to turn an idea, problem, or market curiosity into a framed opportunity backed by cited market evidence.

Describe your starting point
Confirm the market boundary
Discover alternatives and entrants
Choose what to validate next

Explore the founder journey

For product teams

Roadmap Impact

Connect a verified market change to strategy, customers, decision memory, PRDs, roadmap, and delivery work before reacting.

Detect a material change
Match permissioned context
Surface conflicts and prerequisites
Decide whether the roadmap moves

Explore the product-team journey

Bring the context you have

An MCP-ready context layer for product decisions.

Begin with one sentence or connect permission-scoped strategy, product, customer, and delivery sources. VerityLoop gives evidence agents grounded context without replacing the tools where work already lives.

VerityLoopNatural language connected

FAQ

Questions worth answering.

No. VerityLoop uses evidence agents to recommend and draft. A human owns priorities, approval, and every external commitment.

Early access

Give your agents product truth—not another prompt.

Join the VerityLoop waitlist for MCP-ready context, agent-ready outputs, and decisions grounded in evidence.