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← AI in practice / October–November 2026

AI browser workflows

Use your open Chrome tabs to sharpen your marketing message

Compare three competitor pages with ChatGPT without copying their claims. Build a source-linked message review, identify gaps, and choose one useful test.

MarketingCoach · Published · 8 min read

An entrepreneur reviewing three browser pages and a chat panel at a sunny desk.
AI-generated editorial image. The screen is illustrative and does not depict an actual product interface or a tested result.
In this guide
  1. The useful starting point
  2. Observe the page before judging the strategy
  3. Before you begin: connect the browser you actually mean
  4. Step 1 — Open side chat beside one public page
  5. Step 2 — Name the three tabs and the decision
  6. Step 3 — Check the answer against the original pages
  7. Worked example: the clearest opportunity is a missing answer
  8. Step 4 — Review the tab list, then group only those tabs
  9. Step 5 — Finish with a recommendation and one open question
  10. Try the same method on a single article
  11. Your finished-work checklist
  12. Put this into practice
  13. Questions you might be asking
  14. Sources and further reading

The useful starting point

Choose three relevant public pages, state the decision criteria, verify the comparison, and keep a short source-linked recommendation. Group the reviewed tabs in Work only where that action is available.

Competitor research becomes useful when it changes a decision. Another collection of screenshots rarely tells you what to say on your own landing page. Give AI a focused comparison: who each page addresses, the result it promises, the evidence it provides, and the action it asks the visitor to take.

Observe the page before judging the strategy

Separate what the page literally says from your interpretation. A prominent testimonial is an observable element. Whether that testimonial improves conversion is unknown without performance evidence. Ask for short paraphrases and source links, then use the comparison to identify a customer question your own page could answer more clearly.

Before you begin: connect the browser you actually mean

OpenAI documents a browser extension that can use open tabs and provide side chat. In the desktop setup, open Settings → Computer Use, choose your browser, and follow its installation flow. That route points you to the appropriate extension. Use the profile where you installed it. Availability and controls depend on your account, app version, and workspace settings.

This guide uses a public-page practice task. The cover is AI-generated editorial imagery; the five step graphics are conceptual illustrations, not screenshots of an actual ChatGPT session. Allow about 20 minutes for a first attempt; that is a suggested practice time, not a measured result.

Step 1 — Open side chat beside one public page

Connect the correct browser profile and open side chat.
1. Connect the correct browser profile and open side chat. Conceptual illustration; controls may differ in your version.

Open one of your sources and select ChatGPT from the browser toolbar or Extensions menu. Use the tab mention or page-context control your version provides. Begin in Chat for reading where available. If the panel cannot see the page, confirm the correct profile and connection before continuing.

Read only the page I selected. Tell me its title and URL, what information you can actually access, and anything you cannot verify. Do not change the page.

Step 2 — Name the three tabs and the decision

Choose exactly three sources and state the decision criteria.
2. Choose exactly three sources and state the decision criteria. Conceptual illustration; controls may differ in your version.

Open three public competitor landing pages. Select or mention each tab explicitly. Replace the placeholders in this prompt with the actual page titles or URLs. A list of links is not proof that ChatGPT has read every page; ask it to identify any failed or partial reads.

Use only these three tabs: [title and URL 1], [title and URL 2], [title and URL 3]. My task: Review three public competitor landing pages for a small service business. Compare audience, promise, proof, offer scope, and primary call to action. Identify one message to test on our own page. Create a comparison with one row per option, the source URL for each important claim, and a separate column for missing information. Use “not verified” when a page does not establish a detail. Do not start trials, buy, register, or send messages.

Step 3 — Check the answer against the original pages

Trace claims to the page and check the calculation.
3. Trace claims to the page and check the calculation. Conceptual illustration; controls may differ in your version.

Open the source behind each decision-changing claim. Separate a visible statement from AI’s interpretation. For prices, check currency, billing period, paid-seat count, minimum seats, required add-ons, and any tax or fee exclusions. For events, check date, time zone, venue, and registration status. Do not convert a blank field into a favorable assumption.

Audit your comparison against the three source pages. For each important claim, show the supporting page and explain the calculation or inference. Mark contradictions and missing details. List what I must confirm before making the decision.

Worked example: the clearest opportunity is a missing answer

Illustrative scenario. The sample pages below are invented to demonstrate the reasoning, not a report of a completed browser test.

Fictional pageObserved messageQuestion for a prospective buyer
Sample page APromises more inquiriesNo concrete deliverable visible
Sample page BNames a one-page audit and review callTurnaround not stated
Sample page COffers ongoing marketing supportWho does implementation is unclear
Example decision note: Our page could make the handoff clearer: name the deliverable, explain who implements it, and show the next step. This is a proposed message direction, not evidence that any competitor converts poorly.

Ask: “Which question would a cautious buyer still have after reading each page?” Use the answer to improve your own explanation. Avoid copying competitors’ wording or treating a lack of visible proof as proof that a service fails.

Step 4 — Review the tab list, then group only those tabs

Preview the exact tabs before grouping them.
4. Preview the exact tabs before grouping them. Conceptual illustration; controls may differ in your version.

If browser actions and tab grouping are available in Work, select that mode and name Chrome explicitly. Reading pages and changing the browser are separate tasks. First ask for a preview of the three tab titles and URLs. After you check the list, request the grouping action below. Inspect the actual Chrome group afterward.

In Chrome, show me the exact three tab titles and URLs you would group as “Messaging research”. Do not change the browser yet.
Group only those three reviewed tabs as “Messaging research”. Leave the other tabs where they are. Do not close pages, navigate to checkout, register, or send anything. Report the group name and the tabs actually included.

If grouping is unavailable, create the group manually in Chrome and keep the comparison. A useful research result does not depend on this optional action. If the extension fails to connect, use OpenAI’s linked troubleshooting guidance; do not grant wider access just to complete a practice exercise.

Step 5 — Finish with a recommendation and one open question

Keep a recommendation, its sources, and one open question.
5. Keep a recommendation, its sources, and one open question. Conceptual illustration; controls may differ in your version.
Write a decision note under 150 words: the goal, the best-supported next step, the source links, the main tradeoff, and one unanswered question that could change the recommendation. Distinguish facts, calculations, and your judgment. If the evidence is insufficient, recommend the next check instead of choosing a winner.

Turn the recommendation into one testable hypothesis: making the deliverable clearer will improve the quality of inquiries. Change one meaningful part of the message, record the starting version and date, and review both inquiry quality and conversion using your own measurement. The competitor review cannot tell you which rival has the best-performing page.

Try the same method on a single article

Select the article tab and ask for a short evidence review. This is useful when a headline makes a broad promise but the body describes a narrow example.

What is the main claim in this article? What evidence does the author present? Which statements are interpretation, which details remain unresolved, and what original source would I need to inspect before relying on the claim? Include the article URL.

Your finished-work checklist

  • The comparison uses the three sources you selected.
  • Decision-changing claims link back to an accessible page.
  • Costs and dates use the correct assumptions.
  • Missing information remains visible.
  • The actual tab group matches the reviewed list, if grouping was used.
  • The final note names a next step and one question.

Save the note with the date checked. When a price, policy, or event changes, revisit the original page before reusing the recommendation.

Put this into practice

Connect the research to one marketing task, a clear review step, and the customer response you want to understand.

Plan your AI marketing workflow →

Questions you might be asking

Is the extension the same as the cloud browser?

No. Use the connected browser extension when the task depends on your existing Chrome tabs. Name Chrome and the selected tabs explicitly.

What if my account cannot group tabs?

Complete the comparison and create the tab group manually. The group is optional; source checking is the essential skill.

Sources and further reading

Sources checked October 16, 2026. Tool features and plan availability can change; review the linked publisher documentation before connecting an account.