Turn public evidence into a competitor analysis you can defend

Name the market, competitors or URLs, region, and decision to support

VIFE can make mistakes. Verify important information.

What your AI competitor analysis includes

Name a market and competitors or provide public URLs. Compare positioning, audience, offers, features, pricing signals, proof, and messaging in a decision-ready matrix.

01
Reviewable output

A comparable evidence set

Normalize public competitor information into the same fields and keep source links attached so gaps are visible rather than silently filled.

02
Reviewable output

A positioning and offer matrix

Compare target segments, category language, value propositions, feature emphasis, visible pricing, proof, calls to action, and channel patterns.

03
Reviewable output

Whitespace and response options

Identify crowded claims, underserved needs, differentiation opportunities, risks, and specific questions the team should validate next.

Start from real context
Use the goal, source material, files, or public URLs you already have.
Review before execution
Correct important facts, assumptions, and the proposed plan before costly work begins.
Keep deliverables editable
Continue revising the report, deck, copy, campaign, or creative in the same workspace.
You keep final control
Publishing, account changes, and external distribution remain your decision.

How Vife builds an evidence-based competitor analysis

Vife handles the multi-step work while keeping the brief, evidence, and important decisions visible.

Set the comparison scope

Choose competitors, customer segment, geography, time window, comparison dimensions, and the decision this analysis needs to support.

  • ·A comparable evidence set
  • ·A positioning and offer matrix
  • ·Whitespace and response options

Continue with corrections or a new deliverable without starting over

Collect and normalize public evidence

Vife researches current public pages and credible sources, records when evidence was observed, and distinguishes absence of evidence from a confirmed absence.

  • ·A comparable evidence set
  • ·A positioning and offer matrix
  • ·Whitespace and response options

Continue with corrections or a new deliverable without starting over

Review the matrix and implications

Correct any mismatches, ask for deeper evidence on important differences, and turn the final analysis into positioning, roadmap, or campaign recommendations.

  • ·A comparable evidence set
  • ·A positioning and offer matrix
  • ·Whitespace and response options

Continue with corrections or a new deliverable without starting over

Plans

Start the playbook, then scale the approved work

Use starter credits for the first task. Paid generation begins only when the workflow reaches an approved media step.

Payments securely processed by Stripe
Cancel anytime · access continues until the end of the billing period
VISA · Mastercard · Amex · Apple Pay · Google Pay · Link

Start with the input you already have

Name a market and competitors or provide public URLs. Compare positioning, audience, offers, features, pricing signals, proof, and messaging in a decision-ready matrix.

Start this playbookBrowse all playbooks
Context
In one brief
Review
Before execution
Files
Editable output
Agent
One workspace

Frequently asked questions

Understand the inputs, review boundaries, and current product limits before you run the workflow.

Yes, for public pages that can be accessed safely. Login-only portals, CAPTCHA, regional blocks, and frequently changing pages may require a different source or user-authorized browser context.