Skip to content
MISSIONBuilding to $50K/year · partnership threshold — every $20 subscription reserves 10 meals in the fund. Report published monthly.SEE THE PROGRESS →
SWITCH · FROM CHATGPT

Moving from ChatGPT to LADLE.

The most-moved-from tool. Custom Instructions transfer cleanly as a Voice Guide. GPTs don't have a direct equivalent — Projects come close. Chats can be exported but not imported one-for-one; you start fresh with your history preserved locally.

EXPORT FLOWS VERIFIED 2026-08-05
WHAT TRANSFERS

Honestly: what comes across, what doesn’t.

WHAT
TRANSFERS?
NOTE
Chat history (readable copy)
Yes
Via ChatGPT's Data Export. Download and keep for reference.
Custom Instructions
Yes
Paste into a LADLE Project Voice Guide — same shape, better register control.
Custom GPTs
Partial · manual
No direct equivalent. Rebuild the intent as a LADLE Project with attached files + Voice Guide.
Memory (ChatGPT Memory)
Partial · manual
Export your memory as text, curate what matters, paste into a Project Voice Guide.
Uploaded files
Yes
Re-upload to a LADLE Project. Same 30-attachment limit per chat.
Subscription
No
Cancel ChatGPT after switching. Both companies are fine with this.
OpenAI API keys
N/A
LADLE is a consumer product; it doesn't use OpenAI. Different provider (Anthropic).
STEP 1 · EXPORT FROM CHATGPT

Get your data out of ChatGPT.

  1. 01

    Settings → Data controls → Export data

    In ChatGPT web, click your profile icon, Settings, Data controls, then Export data. You'll receive an email within an hour with a link to download a .zip.

  2. 02

    Save the .zip locally

    The archive includes conversations.json (your full chat history), model_comparisons.json, user.json, and a chat.html file for browser viewing. Keep this — it's your permanent record of your ChatGPT usage.

  3. 03

    Extract Custom Instructions

    In ChatGPT: Settings → Personalization → Custom Instructions. Copy both the 'What would you like ChatGPT to know about you' and 'How would you like ChatGPT to respond' fields to a text file. You'll paste them into a LADLE Voice Guide in step 2 below.

  4. 04

    Identify your top 3-5 GPTs

    In ChatGPT: My GPTs. Note the ones you actually used regularly (not the ones you saved and forgot). For each, save the instructions, description, and any attached knowledge files. These become LADLE Projects.

STEP 2 · REBUILD IN LADLE

Set LADLE up the way ChatGPT was working for you.

  1. 01

    Create your default LADLE Project

    Sign up at ladle.chat, then in the sidebar click New Project. Name it 'Default' (or something specific to how you work). This is where your day-to-day chats live.

  2. 02

    Paste Custom Instructions as your Voice Guide

    In the Project settings, add a Voice Guide. Combine your two ChatGPT fields into one document: 'Here's who I am and what I care about. Here's how I want responses.' Add 3-5 examples of writing in your voice — the samples improve output quality more than the rules do.

  3. 03

    Recreate top GPTs as Projects

    For each of your top-used ChatGPT GPTs: create a new LADLE Project, add its knowledge files as attachments, paste its instructions into the Voice Guide. Naming: match the GPT name so muscle memory carries over.

  4. 04

    Move 3-5 recurring chats to fresh chats in the right Project

    Don't try to import old chat history. Instead: pick your 3-5 most-active recurring conversations from your ChatGPT export, and start each one fresh in LADLE by pasting the last 2-3 exchanges as context. Preserves continuity without the noise of ancient history.

FEATURE MAP

Their feature → our equivalent (or an honest “we don’t”).

IN CHATGPT
IN LADLE
Custom Instructions
Voice Guide (per-Project, more flexible)
Custom GPTs
Projects (similar function, no marketplace)
ChatGPT Memory
Voice Guide + Projects (explicit, not automatic)
Advanced Voice Mode
Not yet — voice conversation is on the roadmap
DALL-E image generation
Not yet — LADLE reads images but doesn't generate them
GPT plugins / marketplace
Not available — we don't have a plugin ecosystem
Team plan / Business tier
For Business (see /business — same $20/seat, no markup)
Code Interpreter / Data Analysis
Available in chat — attach spreadsheet, ask for the analysis
Web search
Cited web search included at same tier
MIGRATE HONESTLY

Nothing hidden, no lock-in.

FIRST-WEEK PLAN

Seven days to feel at home.

  1. DAY 1

    Set up Default Project with Voice Guide

    20 minutes. Paste your Custom Instructions, add 3-5 writing samples, do a test chat, iterate the Guide once based on how the response landed.

  2. DAY 2

    Recreate one heavy-use GPT as a Project

    Pick the GPT you used most yesterday in ChatGPT. Rebuild in LADLE: attach files, paste instructions, test. If it lands well, do the next one tomorrow.

  3. DAY 3

    Do actual work in LADLE

    Take one real task you'd do in ChatGPT and do it in LADLE instead. Not a test task — a real one. Notice what feels different.

  4. DAY 4-5

    Add remaining Projects, refine Voice Guides

    By now you have a sense of what Projects you'll actually use. Set up the rest. Each Voice Guide takes 20 minutes and improves noticeably after one iteration cycle.

  5. DAY 6

    Cancel ChatGPT if the switch is landing

    You'll know by day six whether LADLE fits your workflow. If yes, cancel ChatGPT (Settings → Manage → Cancel). Your export .zip stays; nothing is lost.

  6. DAY 7

    First meal statement lands next month-end

    You've now been on LADLE for a week. On the last day of the calendar month, your first monthly impact statement lands in email — with a reference to the LADLE meal-fund report. Partner donation references publish alongside once the $50k/year partnership threshold clears.

YOU GAIN
  • Meal math: 10 meals/mo reserved in the LADLE meal fund at the partner's $0.80/meal peg — ships as real our future hunger-relief partner donations once we clear the $50k/year partnership threshold.
  • Voice Guide behavior: same result as Custom Instructions but per-Project scoping is more flexible.
  • No usage-tier obfuscation: usage cap is visible and explained in Settings.
  • Published open metrics + monthly fund reports you can verify.
  • Straightforward cancellation, no retention pop-up.
YOU GIVE UP
  • No Advanced Voice Mode (fluid back-and-forth voice conversation).
  • No DALL-E-style image generation.
  • No plugin ecosystem or GPT marketplace.
  • Voice input only via speech-to-text; not an integrated voice conversation.
  • Smaller company, smaller feature roadmap.
SWITCH FAQ

Migration questions.

Yes — $20 on LADLE alongside your $20/$25 ChatGPT subscription for one month costs $40-45 total. Cheaper than making the wrong call and having to reverse it. If LADLE doesn't work for you, the 7-day full refund covers you (see /legal/refunds); if it does, cancel ChatGPT at month-end and you're done.

Try LADLE for a week alongside ChatGPT. Then decide.

7-day full refund if you don't switch. Meals fund from your first month either way.

Start with LADLEWatch it work
$20/MO · CANCEL ANYTIME · $0.80/MEAL · RECEIPTS MONTHLY
Read the ledger →
0meals fundedROLLING TOTAL · UPDATED HOURLY
SEE THE RECEIPTS →