Detecting WebMCP...
WEB RESEARCH WITH A VISIBLE DECISION TRAIL

Compare the evidence.
Keep the decision.

Ribband turns allowlisted product and service pages into normalized Offers, stripped Markdown, and comparable evidence. The agent can research a purchase or assemble a planning-only activity itinerary. Booking, provider contact, approval, and payment remain outside the agent.

Open the personalized decision agent One request-only workspace for general shopping, gifts, dates, vacation packages, and verified project staffing.
list_origins select_origin search_products find_best_options get_product compare_products interpolate_page create_catalog_brief create_activity_itinerary propose_add_to_cart
Research workspace

Find the strongest option

Loading source...
Ribband conversion path From public page to human decision
Waiting for an allowlisted source
  1. 01Allowlisted page
  2. 02Stripped Markdown
  3. 03Normalized Offer
  4. 04Agent tool
  5. 05Human approval

Loading allowlisted origin...

Checking adapter and page access...

Origin diagnosticsChecking...
Taste and intentSession only
Emphasize up to three

Every option is scored from normalized Offer evidence. Your selected priorities rebalance the visible 100-point rubric.

Try:
0 listings selected Select two to four listings for a grounded comparison.
01

Comparable evidence

Product condition and shipping, or service location and scheduling, become explicit fields instead of scattered page fragments.

02

Explainable decisions

Every result preserves its source page, normalized facts, evidence state, and important limitations.

03

Human authority

The agent can prepare a decision or itinerary, but it cannot approve a purchase, book a provider, or handle payment.