Evidence-backed site intelligence

Read the business behind any webpage.

See what a site does, how it earns, what it charges, and which adjacent ideas deserve a test.

Default route
On-device
Pricing scan
Public, no cookies
Claim states
Observed / inferred
MotiveScan side panel showing a business summary, confidence score, evidence tabs, and pricing analysis. 01 Claim state 02 Source trail 03 Confidence
The packaged side-panel UI rendered with a public HARPA research fixture. Chrome installation QA is still pending.
PurposeRevenue modelPublic pricingEvidenceOpportunity radar

The method

Facts first. Inference second.

Most page summarizers compress copy. MotiveScan reconstructs the commercial system and shows where each conclusion came from.

Observed

What the page actually exposes

  • Positioning and audience language
  • Prices and billing periods
  • Checkout, ad, affiliate, and sales signals
  • Public pricing routes and technology clues
Inferred

What the evidence may imply

  • Likely revenue architecture
  • Probable customer segment
  • Business model canvas
  • Adjacent use cases worth testing

Research workbench

One click, six useful artifacts.

Built for unfamiliar SaaS products, tools, stores, directories, and content businesses—not for pretending every page is a startup.

01

Purpose brief

Plain-language explanation of the product, category, audience, and primary promise.

02

Revenue signals

Subscription, purchase, marketplace, advertising, affiliate, donation, or sales-led evidence.

03

Pricing read

Visible prices plus up to four public same-site pricing pages requested without cookies.

04

Evidence trail

Source link, excerpt, fact state, and confidence for conclusions that matter.

05

Opportunity radar

Comparison, calculator, monitoring, workflow, and export ideas framed as hypotheses.

06

Portable report

Local history plus Markdown and JSON exports for research notes or further analysis.

Three steps

Nothing happens in the background.

  1. 01

    Open a public page

    MotiveScan waits. It does not collect browsing history or scan every tab.

  2. 02

    Click Analyze website

    The extension reads the current tab and, if enabled, public pricing routes on that origin.

  3. 03

    Verify the report

    Follow sources, challenge low-confidence inference, and export only what survives review.

Open core, optional service

Start free. Pay for managed depth.

The local analyzer stays usable without an account or subscription. Pro checkout opens only after the payment and license path is verified.

Free

Open-source extension

$0forever
  • Local business and pricing analysis
  • Public same-origin pricing scan
  • Evidence and confidence labels
  • Local history, Markdown, JSON
  • Optional BYOK: OpenAI, OpenRouter, Gemini
Download free release

The source repository and Store listing will appear here after their public release states are verified.

A better first question

Don’t ask “what does this page say?” Ask “what business is this page trying to make work?”

Get MotiveScan