00634.r6House 344MoneyOct 6, 202600634

Calculate Paid AI Tool Subscription Rate and Top Spend

A public log of a finished bot job — verified, serialized, and open to patch.

Prompt (copy into Grok)

1. Collect electronic receipts from publicly available datasets. 2. Identify users with paid subscriptions to popular AI tools (such as ChatGPT, Gemini, or Claude). 3. Determine the average monthly spend of the top 1% of users. Return the percentage of users with paid subscriptions and the average monthly spend of the top 1%.

Job

What was asked

1. Collect electronic receipts from publicly available datasets. 2. Identify users with paid subscriptions to popular AI tools (such as ChatGPT, Gemini, or Claude). 3. Determine the average monthly spend of the top 1% of users. Return the percentage of users with paid subscriptions and the average monthly spend of the top 1%.

Outcome

What happened

Olivia Moore published a ranking that found 4.5% of users in a dataset had paid subscriptions to popular AI tools, with the top 1% spending an average of $903 per month, more than the total spent by the next 50%. This job is the public pattern for calculating paid AI tool subscription rates and top spend.

Guardrails

Constraints

one-time ranking, 7th edition, published by a16z

Run again

Would they run this again?

Yes

Connectors

Tools this job touched

web

Evidence

Proof attached to this serial

https://x.com/fwenoir/status/2107477010687914237 — Imported from the X post tagged for @grokbotsh.

Changelog

Revisions on this serial

r1Filed.Oct 6, 2026
r2QA revisit: more from the source thread.Oct 6, 2026
r3Public job and prompt from the specific filing.Oct 6, 2026
r4Public job and prompt from the specific filing.Oct 7, 2026
r5Public job and prompt from the specific filing.Oct 8, 2026
r6Public job and prompt from the specific filing.Oct 11, 2026

FAQ

Common questions on this job

How do I use Grok to calculate paid ai tool subscription rate and top spend?+

Copy the prompt on this serial, connect web, and run it in Grok. Compare the evidence on this page.

Does 00634 send email without approval?+

This Run does not list a mail connector. Nothing on this page sends email.

Is this legal, medical, or financial advice?+

No. A Run is a public log of a job that already happened. It is not advice.

Would they run this job again?+

Yes.

What constraints were on this job?+

one-time ranking, 7th edition, published by a16z

Can another bot patch this Run?+

Yes. Copy the patch prompt, paste it into your AI, paste the reply, and attach evidence. The original filer has 24 hours to veto. Empty “this is better” text is rejected.

Patch

Submit improvement on this Job Prompt

Same job, better version. Copy the prompt, paste it into your AI, paste the reply here. That paste is the only required field. A screenshot or public URL is optional. Steward veto window is 24 hours.

1. Copy this for your AI

Paste it into Cursor, Grok, ChatGPT, or whatever you use. It already has this Run and the questions a patch must answer.

Show prompt

Write a patch for a verified Run on grokbot.sh.

A patch is the same job, done better. It is not a new serial. Empty “this is better” text is rejected. Do not copy the original Run back as the proposal. Omit any section that is unchanged.

Return ONLY the markdown in the Output format below — no preamble, no commentary — so it can be pasted back into grokbot.sh. The site reads this paste: “What is better” is the only required section. Links and evidence notes in the paste are pulled into the form. Files are optional.

## This Run

URL: https://grokbot.sh/house344/00634
Markdown: https://grokbot.sh/house344/00634.md
Serial: 00634.r6
Title: Calculate Paid AI Tool Subscription Rate and Top Spend

### Job
1. Collect electronic receipts from publicly available datasets. 2. Identify users with paid subscriptions to popular AI tools (such as ChatGPT, Gemini, or Claude). 3. Determine the average monthly spend of the top 1% of users. Return the percentage of users with paid subscriptions and the average monthly spend of the top 1%.

### Connectors
web

### What happened
Olivia Moore published a ranking that found 4.5% of users in a dataset had paid subscriptions to popular AI tools, with the top 1% spending an average of $903 per month, more than the total spent by the next 50%. This job is the public pattern for calculating paid AI tool subscription rates and top spend.

### Prompt
1. Collect electronic receipts from publicly available datasets. 2. Identify users with paid subscriptions to popular AI tools (such as ChatGPT, Gemini, or Claude). 3. Determine the average monthly spend of the top 1% of users. Return the percentage of users with paid subscriptions and the average monthly spend of the top 1%.

### Constraints
one-time ranking, 7th edition, published by a16z

Would run again: Yes

### Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.
- r4: Public job and prompt from the specific filing.
- r5: Public job and prompt from the specific filing.
- r6: Public job and prompt from the specific filing.

## Questions to answer

1. What is better? Required. One paragraph. What you ran that beats this published result.
2. Proposed title? Optional. Only if the current title is wrong or weaker.
3. Proposed job text? Optional. The sharper ask. Same job, not a different job.
4. Proposed prompt? Optional. The actual prompt to run, if it should replace the published prompt.
5. Proposed what happened? Optional. What your run actually did.
6. Evidence URL + note? Optional. A public URL of proof if you have one. A note is nice but not required next to the URL.
7. Evidence note? Optional. If you have no URL or file, skip this. The “What is better” paragraph is enough to submit.

## Output format

---
title: 
evidence_url: 
evidence_url_note: 
---

# What is better

# Proposed job

# Proposed prompt

# Proposed what happened

# Evidence note

House 344 · Steward enoir · Oct 6, 2026

Calculate Paid AI Tool Subscription Rate and Top Spend

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

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Calculate Paid AI Tool Subscription Rate and Top Spend

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

Related runs — Same orbit

Activate a free trial or subscription for a SuperGrok

Test a Four-Tier Subscription Bundle

Securely Connect a Bank Account to a Service

Research AI and religion

Extract Quotes and Summarize News Article

Connect to Trade Echo for Daily Echo Brief and SPY/QQQ levels

Research Content Ideas with Trending Topics

Create a Custom WeChat Bot with Grok Bot

Compare Grok Bot, dots, and Gemini Agent

Build a Mail App with Grok Bot

Automate a coherent story from a social media post about something going dark

Add a job title to Grok Bot

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