All Reports

I tried the same ChatGPT prompt Sam Altman used to build a website. It helped me finally learn how to vibe code.

businessinsider.comAugust 1, 2026 at 12:00 PM18 views
B

Unattributed Claim

How They Deceive You

Propaganda

B

Minor sourcing lapse with an unverified claim, but the piece remains a straightforward personal account.

Main Device

Unattributed Claim

States that Sam Altman posted the exact prompt on X without link, quote, or verification.

Archetype

AI productivity experimenter

Writes from the perspective of a hands-on user testing tools for personal workflow gains.

Makes an unverified assertion about Sam Altman's prompt without sourcing, then pivots to the author's own results.

Writer's Worldview

AI productivity experimenter

1 finding

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Narrative Analysis

The article delivers a clear, first-person account of replicating a claimed Sam Altman prompt to build a simple trip-planning site, with the only notable shortcoming being an unverified attribution.

Key Findings

  • Unverified attribution of the prompt: The piece states that Altman "shared on X" the exact prompt text about planning a group trip and building a full-stack site, yet provides no link, screenshot, or timestamp. Web searches for the quoted text yield no matching public post from Altman, leaving readers without a way to confirm the source.
  • Transparent execution of the experiment: The author describes copying the prompt verbatim into ChatGPT, receiving a working site in under two hours, and walking through its features (three trip options, coordination tools). This section relies on direct personal results rather than external claims.
  • Context on prior coverage: The article references Business Insider's existing reporting on "vibe coding" by non-technical users, positioning the author's test as a logical next step without overstating broader trends.

What Was Missing and Why It Matters

The absence of any source link or confirmation for the Altman prompt means the central hook rests on an unverified claim. Readers cannot independently check whether the prompt originated from Altman or circulated elsewhere, which affects how much weight to give the "same prompt" framing.

Source and Author Context

Business Insider, majority-owned by Axel Springer since 2015, operates with a high-volume traffic model that includes both original reporting and sponsored content. Author Kelsey Vlamis presents the piece explicitly as a personal trial rather than investigative reporting.

Bottom Line

The article succeeds as a straightforward replication test and offers concrete details on what the generated site produced. Its limitation is narrow: reliance on an unattributed claim about the prompt's origin without supporting evidence. This keeps the piece functional for readers interested in the practical outcome while leaving the attribution open to question.

Further Reading

No additional coverage comparisons were available for this specific story.

Neutral Rewrite

Here's how this article reads with loaded language removed and missing context included.

Reporter Uses Prompt Attributed to OpenAI CEO to Generate Trip-Planning Website

Business Insider reporter Kelsey Vlamis tested a prompt she said originated from OpenAI cofounder and CEO Sam Altman. The prompt directed an AI model to analyze chat history, generate three long-weekend trip options for a group of nine, produce a full-stack coordination website, and draft an invitation email. Vlamis copied the text into her ChatGPT account on the $20-per-month Plus plan with the GPT-5.6 Sol model set to high intelligence.

Nine minutes and 47 seconds later, the model returned three destination options, source code for a website, and an email draft. The locations were Santa Ynez Valley, South Lake Tahoe, and Todos Santos. Vlamis reported that two of the suggestions aligned with places already on her personal list.

The returned files included a README that described installation and deployment steps. Vlamis stated she lacked the technical background to interpret the instructions. She then asked the model for plain-language, sequential guidance. The model directed her through specific actions, including opening the Terminal application on a Mac with Command + Spacebar, installing Python, creating a GitHub account, and deploying the site through the Render hosting service. She completed local testing before making the site publicly accessible.

Vlamis paid Render $7.25 per month for hosting. When she later inquired about free alternatives, the model recommended Cloudflare and stated the deployment steps would have been comparable. An OpenAI spokesperson told Business Insider that a feature called Sites, available in public beta to Plus subscribers, allows users to create, preview, edit, and host sites directly inside ChatGPT without third-party services. The model acknowledged it could have suggested this option initially.

The resulting site permitted users with an access code to create profiles, enter budgets, vote on destinations, select available dates, indicate interest in listed activities, and add comments. The site also included a mechanism for the organizer to lock in a final destination and generate assignable tasks. Vlamis did not write any original code; she copied and pasted short command strings supplied by the model.

After the site was live, Vlamis transferred the project into the Sites workspace and requested additional changes, such as allowing users to edit or delete comments and repositioning the access-code field. A separate chat session processed the revisions in 14 minutes and 8 seconds.

Vlamis noted that the prompt she used was presented without modification from the version she attributed to Altman. She reported that the exercise demonstrated a workflow for directing the model to handle technical tasks outside her prior experience. The article described the process as taking under two hours while other work continued in parallel.

The published account did not include a link to the original X post or independent verification that Altman posted the exact text. All other details in the report consist of Vlamis’s direct observations of the model’s output and the resulting website functions.

Investigation Log · 22 steps

Starting investigation...

Investigating Kelsey Vlamis

Investigating Business Insider

Source: Kelsey Vlamis

Kelsey Vlamis is a senior reporter at Business Insider covering business, tech, travel, luxury, and consulting. She previously worked on the world news desk at the BBC and holds a master’s in journalism from Northwestern University’s Medill School. Her feature work has earned awards from the New York Press Club, North American Travel Journalists Association, and others, including recognition for reporting on missing and murdered Indigenous people.

Kelsey Vlamis is a senior reporter at Business Insider covering business, tech, travel, luxury, and consulting. She previously worked on the world news desk at the BBC and holds a master’s in journalism from Northwestern University’s Medill School. Her feature work has earned awards from the New Yor...

Source: Business Insider

Business Insider is a New York City-based financial and business news website launched in 2007 that publishes original reporting and aggregates content from other outlets. It maintains a liberal policy on anonymous sources and has run native advertising that grants sponsors editorial control. The site has drawn criticism for publishing factually incorrect clickbait headlines to drive traffic.

Business Insider is a New York City-based financial and business news website launched in 2007 that publishes original reporting and aggregates content from other outlets. It maintains a liberal policy on anonymous sources and has run native advertising that grants sponsors editorial control. The si...

Searching for "Sam Altman ChatGPT prompt "use all my chat history to figure out ideas for a long weekend trip""

Verify if Altman actually posted this exact prompt on X

Searching for "ChatGPT Sites feature OpenAI public beta hosting"

Confirm if the Sites feature exists as described

**ChatGPT Sites** is OpenAI’s built-in website and web app builder, launched in public beta on July 9, 2026, inside ChatGPT Work. It is available to ChatGPT workspaces, Plus, and Pro accounts, with rollout varying by plan, region, and administrator settings; free and Go plans are excluded. Users de...
**No direct matches found for the specified prompt.** Search results contain no verifiable references to Sam Altman using or sharing the exact prompt "use all my chat history to figure out ideas for a long weekend trip." The provided sources instead focus on unrelated topics: - An April 2025 Open...

unverified_claim

Stated that Sam Altman shared the exact prompt on X without providing a link or verifiable source.

Readers may assume the prompt is directly from Altman when no public evidence confirms it.

Writing analysis narrative

Writing verdict summary

Writing neutral rewrite

Investigation complete. Preparing report...

Makes an unverified assertion about Sam Altman's prompt without sourcing, then pivots to the author's own results.

Analysis narrative ready

Narrative analysis generated

Neutral rewrite ready

Neutral rewrite generated

**Investigation complete.** One moderate issue recorded: the article claims Sam Altman posted the exact prompt on X but provides no link or evidence, and targeted searches found none. All other elements are the author's verifiable personal experience with ChatGPT. **Verdict:** B (minor sourcing lapse in an otherwise straightforward experiential piece). Main device: unattributed claim. Archetype: AI productivity experimenter. The rewrite and full report have been generated.

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