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User report · Browser tasks

Compare supermarket unit prices with a human access handoff

Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.

The problem

Different bottle sizes and promotions make supermarket prices difficult to compare, especially when one retailer's site cannot initially be accessed.

Agent job

Compare retailer pack sizes and promotions, calculate unit prices and revise the ranking after any owner-handled access challenge.

Expected output

A unit-price comparison identifying inaccessible or newly checked retailers.

Where this framing comes from
  • Core problem: Editorial purpose framing
  • Agent job: Editorial purpose framing
  • Expected output: Editorial purpose framing
  • Relevant job roles: Editorial purpose framing
  • Benefit type: Editorial purpose framing
Editorial framing and outcome limits

Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.

Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.

Case-specific decision guidance · untested

Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.

Read the attributed source evidence and original caveats below ↓

Why use this

  1. A shopper comparing supermarket prices may see different bottle sizes, multipacks and conditional promotions. A low shelf price can be poor value when the quantity or required purchase differs, and an inaccessible retailer can leave the comparison incomplete.

  2. A unit-price worksheet could make the arithmetic and promotion conditions reviewable. Keeping inaccessible retailers visible would avoid presenting the current ranking as comprehensive before any owner-handled access challenge is resolved.

Why an agent / simpler alternative

Useful judgment

Interpret pack sizes and promotion conditions while identifying incomplete retailer coverage.

Simpler alternative

Use displayed unit prices when products and eligibility conditions are directly comparable.

Unsuitable when

Product equivalence or required promotional conditions cannot be verified.

Proposed inputs

  1. Name

    Product comparison brief

    Owner

    Shopper

    Minimum scope

    Exact product requirements and relevant store area

    Quality check

    Separate acceptable substitutes from exact matches.

  2. Name

    Retail offer snapshots

    Owner

    Research owner

    Minimum scope

    Pack size, price, promotion conditions and observation time

    Quality check

    Check quantity units, membership conditions and inaccessible stores.

Access and setup — proposed or unknown

Proposed minimum
  1. Read-only permitted offer pages or supplied snapshots; offline arithmetic first.

Compatibility unknowns
  1. Unknown: exact runtime, retailer access, location pricing and current promotions.

External actions requiring approval
  1. Completing access challenges, signing in, sharing location or purchasing goods.

Expected deliverable and review checks

Proposed artifact

Unit-price comparison with quantity calculations, eligibility conditions and coverage gaps.

Critical checks
  1. All compared quantities use the same unit.

  2. Conditional prices are not ranked as universally available offers.

Missing output evidence

No retailer access, challenge completion or live-price validation occurs here.

Failure signals and proposed responses

  1. Signal

    A multipack price is divided by one bottle’s volume.

    Why it matters

    The ranking becomes mathematically wrong.

    Proposed response

    Recalculate total usable quantity and retain the shown arithmetic.

  2. Signal

    An inaccessible retailer is silently dropped.

    Why it matters

    The shopper may mistake a partial comparison for the full market.

    Proposed response

    List the gap and revise only after authorized access provides evidence.

Effort and cost — unknown

Setup work
  1. Define comparable products and a common quantity unit.

Ongoing review
  1. Recheck promotional eligibility and newly available retailers.

Unknowns
  1. Unknown: current stock, local prices and access-handoff effort.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Invented offers include a multipack, a membership-only discount and one inaccessible store.

Acceptance checks
  1. Quantity arithmetic is visible.

  2. The conditional offer and missing store remain clearly labelled.

Stop conditions
  1. A challenge, purchase or missing promotion condition needs owner action.

Limits

  1. Editorial shopping comparison; no purchase or complete current-market ranking is established.

Tasks: Research & discoverySecurity & compliancePlanning & operations

Useful for: Personal and household

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Grok BotIndependent testing: No

Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.

Original source

https://www.petervanhees.com/grok-bot-knows-when-to-stop/ ↗

Attributed to: Peter van Hees

User report
Original action type
browser_action
What the source supports
Grok Bot visits retailer sites, compares bottle sizes and promotions, reports an inaccessible store, and revises its unit-price ranking after the user completes the access challenge.
Source outcome limits
Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.
Evidence attribution caveat
Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.
Source approval description
The user completes the CAPTCHA; the bot resumes browsing. No purchase described.
Named tools
Grok Bot cloud browser; Belgian supermarket websites
Model or version
Unknown
Publication date
2026-08-22
Source last checked
2026-10-14
Demonstrated in Canada
Unknown
Canadian availability
Unknown
Proposed Canadian adaptation
Proposed: compare Canadian retailers using consistent package sizes, CAD, deposits, fees and local availability; retain human handoff for access challenges.
Recommended approval boundaries
Approve data access and intended outputs; independently review before consequential use or external transmission.

More examples of this task

Source-backed approaches using this or another agent. Not independently tested.

Browser Use

Compare purchase and rental options for a textbook

Locate a requested ISBN or title and compare availability with new, used and rental prices.

Official recipe · Publication date unknown · Independently tested: No

https://browser-use.com/showcase/check-the-campus-bookstore ↗

This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.

Source facts, caveats and approval gates
Source attribution
Browser Use
Source publication date
Unknown
Source checked
2026-10-14
Model or version
Unknown
Named tools
Browser Use; bncollege.com
Source approval description
Not specified.
Evidence attribution caveat
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source outcome limits
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Recommended approval gates
Approve account access and any personal-data disclosure. Review before purchases, bookings, messages, archive requests, uploads or publication. Keep research read-only where possible.
Canadian availability
unverified
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Use the Canadian campus bookstore; verify edition, rental-return rules and CAD prices.

Grok Bot

Compare delivered purchase options

Browse Costco and Amazon, place items in carts, compare item price, delivery cost and timing.

Vendor report · Published 2026-09-11 · Independently tested: No

https://x.ai/bot/guides/grok-bot-101 ↗

Actions and outcomes are attributed vendor claims, not an independent reproduction or an execution guarantee.

Source facts, caveats and approval gates
Source attribution
Matt Palmer
Source publication date
2026-09-11
Source checked
2026-10-14
Model or version
Unknown
Named tools
Grok Bot; browser; retailer accounts
Source approval description
Not specified for purchase completion.
Evidence attribution caveat
Actions and outcomes are attributed vendor claims, not an independent reproduction or an execution guarantee.
Source outcome limits
Actions and outcomes are attributed vendor claims, not an independent reproduction or an execution guarantee.
Recommended approval gates
Human approves purchase, total CAD budget and shipping destination.
Canadian availability
Unknown
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Use Canadian storefronts and delivered CAD totals; verify provincial tax and remote-area shipping.

Grok Bot

Compare grocery carts before the owner places an order

The author describes Instacart/Amazon cart comparisons and returned ordering options.

Vendor report · Published 2026-08-11 · Independently tested: No

https://x.com/mattyp/article/2087252657589412119 ↗

Cart comparison is reported; a completed grocery order and delivered-price accuracy are not established.

Source facts, caveats and approval gates
Source attribution
matt palmer (@mattyp)
Source publication date
2026-08-11
Source checked
2026-10-14
Model or version
Unknown
Named tools
Grok Bot; Instacart; Amazon
Source approval description
Groceries await human ordering; account/payment blockers go to the user.
Evidence attribution caveat
Actions and outcomes are attributed vendor claims, not an independent reproduction or an execution guarantee.
Source outcome limits
Cart comparison is reported; a completed grocery order and delivered-price accuracy are not established.
Recommended approval gates
Approve input scope and output use; separately approve external sharing, transactions and consequential changes.
Canadian availability
Unknown
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Proposed: verify Canadian account/tool availability, authorized source use and applicable local workflow requirements.

Meta Muse

Research a retail purchase through the agent browser

Search for suitable shorts, present options and request login and approval to proceed with the chosen purchase.

User report · Published 2026-09-14 · Independently tested: No

https://www.techradar.com/ai-platforms-assistants/i-tried-metas-new-muse-ai-agent-its-incredibly-useful-but-handing-it-my-digital-life-felt-deeply-uncomfortable ↗

Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.

Source facts, caveats and approval gates
Source attribution
Eric Hal Schwartz
Source publication date
2026-09-14
Source checked
2026-10-14
Model or version
Unknown
Named tools
Muse; browser; retailer
Source approval description
User chooses the option and controls payment.
Evidence attribution caveat
Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.
Source outcome limits
Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.
Recommended approval gates
Approve exact item, size, price and delivery; stop at blocked sites.
Canadian availability
Provider explicitly lists Canada; task-specific access not tested.
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Use Canadian storefronts, CAD delivered totals and return rules.

Original plans extending this task

Proposed · Not tested. These plans do not add source-backed evidence.

Supplier pack sizes make the cheapest quote misleading