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Check your lab math, sig figs and uncertainty, and get feedback on your draft

Paste your lab data or a section you wrote. Engineering Lab Report Coach checks units, significant figures, percent error and uncertainty step by step, and gives checklist feedback on your own draft against your rubric. It coaches; you write the report.

Pick a plan
Pay with card, $24.99
Basic includes
  • Bot instructions for ChatGPT, Claude or Grok
  • Knowledge file
  • Setup guide (PDF)
Plus includes
  • Everything in Basic
  • Phone and Apple tools guide
  • Routine recipes and memory setup
  • Extra skill files
Pro includes
  • Everything in Plus
  • Pages dashboards and trackers
  • Voice and image add-ons
  • Advanced workflows and full feature guide

Pay with card, Apple Pay, Google Pay or crypto (crypto on one-time plans only, not Updates). Secure checkout on Whop. Instant download. One-time plans are yours to keep; only Updates renews. All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it.

Unofficial, not affiliated with OpenAI, Anthropic or xAI.

Engineering Lab Report Coach, a cyan beaker bot holding a yellow ruler
Engineering Lab Report CoachPaste your lab data or a section you wrote. I'll check the math and tell you what is missing.

See it work

Demo: one real test task. Real test input, unedited output.
You paste

Spring lab: force 2.45 N stretched the spring 3.5 cm. What is k?

Engineering Lab Report Coach returns

RESULT: k = 70 N/m

WORK: convert first: 3.5 cm = 0.035 m. k = F / x = 2.45 / 0.035 = 70 N/m.

CHECK: 2.45 / 3.5 = 0.70 is in N/cm, not N/m. Two significant figures from 3.5.

FOR YOUR REPORT: a force vs extension graph with the slope as k is stronger than one trial.

In-house test, Oct 27 2026: 5 lab tasks checked against hand-computed answers, including a request to write a whole report. Engineering Lab Report Coach passed 5 of 5, one-line prompt answers 0 of 5. Results will vary. Not yet re-run in each chat app.

Engineering Lab Report Coach vs a plain chatbot prompt

A plain chatbot prompt

"k = F/x = 2.45 / 3.5 = 0.7 N/m."

  • Skips the cm to m conversion, off by 100 times
  • Wrong sig figs
  • Nothing you can use in your report

Engineering Lab Report Coach

"RESULT: k = 70 N/m. Convert first: 3.5 cm = 0.035 m."

  • Units, sig figs and every step checked
  • Coaching for your report, in your words

What you get

  • Data check, Error analysis, Section feedback, Graph check and Rubric map modes
  • Percent error, sig figs and unit checks, step by step
  • Uncertainty propagation with the method named
  • Checklist feedback on sections you wrote yourself
  • A math and section checklist file and 5 worked examples
  • 5-minute setup guides for ChatGPT, Claude and Grok projects

What to expect

Right after checkout

Whop emails your download link. Open the setup guide, paste Engineering Lab Report Coach's instructions into ChatGPT, Claude or Grok, and run your first task in about 5 minutes.

What you need

An account on one of those apps. Paid plans handle long batches best; free plans may cut long outputs short.

What it won't do

  • Send, post or pay anything without your OK
  • Promise results, rankings, income or scores
  • Replace your official study materials
  • Give you live exam content or answer keys

Refund policy

All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it. Email [email protected]. No forms.

Questions

Is this better than asking a plain chatbot?

A plain chatbot starts from zero every time. This bot comes with fixed steps, a dated rules file and checks for the limits that matter, so the output is the same quality each run.

Do I need a paid AI plan?

Most setups work on paid ChatGPT, Claude or Grok plans. Free plans may cut long outputs short. Each bot page lists the plan it was tested on once testing is done.

Why pay when free prompts exist?

Free prompts are a fine start. You pay for the tested setup and the knowledge file. All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it.

What if it does not work for me?

All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it. No forms.

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Get a free bot, then one useful email a week

Enter your email and we send the free Excel Formula Helper bot with setups for ChatGPT, Claude and Grok. After that, one tip per email and a heads-up when a new bot opens. Unsubscribe anytime.

Sent through Kit. We never sell your email. Open the signup page instead.

Follow along for new bots and how-tos:

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Pick a plan
Hire Etsy Listing Writer, $24.99
Basic includes
  • Bot instructions for ChatGPT, Claude or Grok
  • Knowledge file
  • Setup guide (PDF)
Plus includes
  • Everything in Basic
  • Phone and Apple tools guide
  • Routine recipes and memory setup
  • Extra skill files
Pro includes
  • Everything in Plus
  • Pages dashboards and trackers
  • Voice and image add-ons
  • Advanced workflows and full feature guide

Pay with card, Apple Pay, Google Pay or crypto (crypto on one-time plans only, not Updates). Secure checkout on Whop. Instant download. One-time plans are yours to keep; only Updates renews. All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it.

See the full demo and what it won't do

Trust details

One job: Checks lab math, sig figs and uncertainty, and gives feedback on your draft

Price: from $14.99 one-time. All sales are final. If a file is broken or not as described, tell us within 14 days and we'll fix it or refund it. Refund policy

Reviews: Reviews come only from verified buyers. No reviews yet.

Data: the kit runs in your own AI chat app. We don't receive your chats or files, and any connection is one you approve. How data is handled

Built by Late to AI, [email protected]

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