Welcome to MultipleChat
MultipleChat runs ChatGPT, Claude, Gemini, and Grok together — coordinating them into structured multi-step pipelines so they build on, verify, debate, or challenge each other's answers.
AI Collaboration
Assign models to slots, pick a mode — Smart, Debate, Humanize, Research, and more. Each mode is a different orchestration pipeline.
How it works →Studio Tools
Generate Word documents, Excel spreadsheets, and PowerPoint presentations from natural language — with live preview and iterative refinement.
Explore Studios →Projects
Upload files or connect Google Drive to give every chat in a project persistent context — no copy-pasting required.
Learn about Projects →Two Ways to Make Files: Chat or Studios
MultipleChat can produce real Word documents, Excel spreadsheets, and PowerPoint presentations in two places — and they're for different situations:
Make it in chat
Just ask. "Write me a memo about the new policy" or "make me a Q3 budget spreadsheet" — the AI generates the file inline and gives you a download link, without leaving the conversation.
Best when: You want one quick file, you're already deep in a chat, or you want the file to reference the conversation context.
Open a Studio
Studios are dedicated workspaces with templates, style presets, side-by-side previews, refinement panels, and the ability to run two models on the same document at once.
Best when: You want polished output, deliberate styling, multiple revisions, or you're processing a large file you've uploaded.
Both paths produce the same kinds of files (DOCX, XLSX, PPTX, PDF). Pick whichever feels right for the task.
Account Setup#
MultipleChat uses Auth0 for authentication. No password is stored on our servers — Auth0 handles the sign-up and login flow.
Creating an Account
Visit multiplechat.ai and click Get Started
Enter your email and choose a password, or continue with Google
Verify your email address
Check your inbox and spam folder for the verification link
Complete onboarding and start chatting
Trying It Without an Account
You can use MultipleChat without signing in to try it out. Anonymous use comes with a small daily allowance of messages and uses a fixed default model setup. To unlock collaboration modes, file uploads, projects, and the Studios, create an account.
Changing Your Password
Because authentication runs through Auth0, password changes go through Auth0's password reset flow — there is no password-change form inside the app.
- 1. Go to the login page and click Forgot password
- 2. Enter the email address associated with your account
- 3. Auth0 sends a password reset link to that email
- 4. Follow the link to set a new password
If you signed up with Google ("Continue with Google"), your password is managed by Google — not Auth0.
Your First Chat#
Single Model Chat
Click the model selector next to the send button and pick one model
Type your message and press Enter
AI Team (Collaboration) Chat
Select AI Team from the model selector — the AI Team configuration modal opens
Tap model icons to assign them to slots (slot 1 = first model, slot 2 = second model). Pick a mode from the pill buttons at the bottom of the modal.
Click Go Live to save and close the modal
Send your message — the selected mode runs and streams the result back token by token
Good first prompts to try
- • "Explain how central banks control inflation" — try Smart (Chain)
- • "Should I use microservices or a monolith for my SaaS?" — try Debate
- • Paste an AI-generated paragraph and ask to rewrite it — try Humanize
- • "What are the latest developments in fusion energy?" — try Research
- • "Make me a pitch deck for a coffee subscription startup" — Claude calls a tool and gives you a real
.pptxfile
How AI Collaboration Works#
When you send a message in AI Team mode, the selected mode routes your prompt through a specific sequence of model calls. The final model streams its answer back to you token by token, with a live progress indicator while intermediate steps run.
The General Flow
Configure your team — assign models to slots and pick a mode in the AI Team modal
Slot 1 model processes your prompt and produces an initial response
Slot 2 model receives that output and performs the mode's specific task on it
The final synthesized answer streams live to your screen
Every collaboration mode uses two models — slot 1 produces something, slot 2 does the mode's specific job on top of it (review, critique, counter, fact-check, and so on).
All Collaboration Modes#
Each mode is a distinct pipeline. Choose based on what you need from the result.
Smart (Chain)
Slot 1 generates a complete draft. Slot 2 acts as a domain expert — it takes the draft as a foundation, adds depth, reasoning, analogies, and examples, and challenges any facts Slot 1 got wrong. Sources from both models are combined in the final output.
Best for
Comprehensive explanations, research questions, anything requiring depth and accuracy
Flow
Slot 1 drafts → Slot 2 deepens and critiques → streamed final answer
Humanize
The model rewrites the content you provide — it does not answer it. It removes AI clichés ("delve into", "it's important to note", "leveraging"), varies sentence rhythm and length, and preserves every fact and meaning exactly. Paste AI-generated text as your prompt and get back a natural-sounding rewrite.
Best for
Making AI-written content sound human — blogs, reports, emails, marketing copy
Note
Paste the text you want humanized as your prompt — don't ask a question
Debate (Competitive)
Models argue iteratively over multiple rounds. Slot 1 takes a clear position and states its arguments. Slot 2 counters. Slot 1 replies to the counter. This back-and-forth continues until a synthesis is produced that draws the strongest arguments from both sides.
Best for
Decisions, trade-off analysis, "should I do X or Y" questions
Flow
Slot 1 position → Slot 2 counter → Slot 1 rebuttal → synthesis
Ensemble
Both models answer your question in parallel — completely independently, with no knowledge of each other's response. The outputs are then merged, extracting and combining the best parts of each into a single, more complete answer.
Best for
Getting broad coverage without one model influencing the other
Flow
Slot 1 and Slot 2 run in parallel → outputs merged into one answer
Co-op (Cooperative)
Models build on each other iteratively. Slot 1 writes a complete draft. Slot 2 reviews it and suggests improvements. Slot 1 then produces a final version that incorporates those suggestions.
Best for
Writing tasks, code, structured documents where iterative quality improvement matters
Flow
Slot 1 draft → Slot 2 review & suggestions → Slot 1 final version
Simulation
Models collaboratively play out a scenario over multiple rounds. Slot 1 sets up the scenario, defines key actors and variables, and runs Round 1. Slot 2 continues the simulation in Round 2. This alternates until the scenario resolves.
Best for
Scenario planning, hypotheticals, roleplay, strategy exercises, creative writing
Flow
Slot 1 setup + Round 1 → Slot 2 Round 2 → alternating rounds → conclusion
Expert
Slot 1 produces an initial analysis. Slot 2 then adds expert-level depth — the why behind the what, technical depth, strategic implications, trade-offs from multiple professional perspectives. The result reads like a domain specialist's take rather than a general explanation.
Best for
Deep technical or strategic questions where surface-level answers aren't enough
Flow
Slot 1 initial analysis → Slot 2 expert depth → final answer
Verification
Slot 1 answers the question. Slot 2 then fact-checks every claim, corrects errors, and adds missing critical information before the final answer is delivered. Different from the post-response Verified badge — Verification mode is the collaboration pipeline itself, designed for when accuracy is the whole point.
Best for
Claims, statistics, historical or scientific facts that must be right
Flow
Slot 1 answers → Slot 2 fact-checks and corrects → verified final answer
Research New
Both models answer your question independently using live web search in parallel. Their sourced answers are then compared to find genuine contradictions. A synthesis step resolves disagreements by picking the better-supported claim and combining the strongest sources from both models.
Best for
Current events, fact-checking, questions where accuracy and up-to-date sources matter most
Flow
Both search in parallel → compare findings → synthesize with best sources
Quick guide: which mode to use
- • Writing and content: Humanize or Co-op
- • Deep research and accuracy: Research, Verification, or Smart (Chain)
- • Decisions and trade-offs: Debate (Competitive)
- • Broadest coverage from multiple perspectives: Ensemble
- • Domain depth and technical analysis: Expert
- • Scenarios and hypotheticals: Simulation
Compare Mode#
Compare Mode is different from any of the collaboration modes. Instead of combining models into one answer, it shows you each model's response to your prompt side by side, in its own column, streaming live in parallel. You see exactly where they agree, where they differ, and which model handled the question best.
Turning It On
Click the Compare button in the top toolbar. The screen splits into columns — one per model — and your input bar moves to the bottom. Type a prompt and every selected model answers at once. Compare Mode is desktop-only (the columns don't fit on small screens) and is part of the Smart plan.
What You Can Do
Compare vs Ensemble
Both run models in parallel. Ensemble merges the outputs into a single combined answer — you don't see each model individually. Compare Mode keeps each response separate so you can read, judge, and continue with whichever you prefer.
Web Search#
Web search lets models pull real-time information from the internet. It uses Perplexity Sonar plus the model's built-in search where available, so you get fresh sources with proper citations.
Enabling Web Search
A search toggle button appears in the input area when AI Team mode is active. Click it to turn search on or off for your session. When you select Research mode, search is enabled automatically.
Turn on search for
- • Current events and breaking news
- • Recent product releases or software versions
- • Market data, prices, statistics
- • Anything that may have changed recently
Leave search off for
- • Creative writing and editing
- • Code generation and debugging
- • Mathematical or logical reasoning
- • Summarizing content you've already provided
What Claude & Friends Can Do In Chat#
You don't always need to open a Studio. The AI in regular chat can produce real files and analyze your uploads directly — just ask in plain language and the model will hand you back a downloadable file or a structured analysis.
What You Can Ask For
Create a Word document
"Write me a one-page memo to my team about the new policy" — get a real .docx file back, with optional PDF.
Create a spreadsheet
"Make me a Q3 budget tracker with categories and totals" — returns a real .xlsx with formulas, formatting, and charts.
Create a presentation
"Build me a 10-slide pitch deck about a coffee subscription startup" — returns a styled .pptx.
Generate an image
"Draw a flat illustration of a fox reading a book" — image appears inline in the chat.
Modify your document
Upload a DOCX and say "make this more formal" or "translate to Spanish" — get back the rewritten file.
Analyze your file
Upload a long PDF or large spreadsheet and ask questions — the AI pulls the right parts to answer accurately.
In-chat vs Studios — when to use which
In-chat is fastest when you want one quick file inside a conversation. The Studios are better when you want to iteratively refine, pick templates and styles deliberately, run two models in parallel for the same document, or process larger files with more options. Both produce the same kinds of files.
Document Studio#
Document Studio generates and processes Word documents (.docx) from natural language. Generate from scratch using a template, upload an existing file to transform it, refine the result iteratively, and preview the output as a live HTML preview before downloading.
Why a Studio instead of just chat? Document Studio gives you templates with built-in section structures, side-by-side competitive drafts from two models, a quality-review summary, a live preview before download, and a refine panel to iterate on the result. Chat is faster for one-shot files; Studio is better when the document matters.
Document Templates
Each template defines a structural blueprint — the sections the AI will populate:
Collaboration Modes
Document Studio has its own generation collaboration modes (separate from the main chat modes):
Single Model
One AI model generates the complete document.
Cooperative Writing
Model A drafts → Model B reviews and suggests improvements → Model A produces the final version. After generation, you'll see a quality summary showing strengths, weaknesses, and how many improvements were applied.
Competitive Drafting
Two models each produce a full, independent draft. You see both side by side and can pick or merge the best parts.
Processing an Existing Document
Upload a DOCX, PDF, or TXT file and apply one of these actions:
Export Formats
Every generated document can be downloaded as DOCX, PDF, Markdown (.md), or HTML. A live HTML preview is shown before you download anything.
Iterative Refinement
After generating, use the Refine panel to describe what you want changed in plain language. The studio applies your instructions and updates the live HTML preview. Repeat as many times as needed before downloading.
Excel Studio#
Excel Studio is a full AI-powered spreadsheet environment. It generates workbooks from scratch, processes and transforms your existing files, lets you refine results with plain-language instructions, runs 26 instant operations that need no AI, and includes a Formula Assistant that writes and explains any Excel formula on demand.
Why a Studio instead of just chat? Excel Studio profiles your data on upload (rows, missing values, per-column stats), lets you click columns to target specific operations, runs 26 free instant tools (cleaning, formatting, formulas) without using AI credits, and includes a dedicated Formula Assistant. Chat can make a spreadsheet; Studio is for working with one.
1. Generate a Spreadsheet from Scratch
Describe what you need in plain language. Choose a template, a style preset, and how many rows you want. The AI builds a realistic workbook with proper formulas, formatted columns, summary rows, and charts where appropriate — all in one step.
Available templates:
2. Process an Existing Spreadsheet
Upload an existing .xlsx or .csv file. When you upload it, the studio automatically profiles your data — showing you row count, column count, duplicate rows, missing values, and per-column statistics (min, max, mean for numeric columns) before you even run anything. The column list is interactive — click columns to select which ones the AI should focus on. Then apply an action:
You can add free-text instructions alongside any action to further guide the AI — e.g. "Translate headers to Spanish, add a pivot summary by region".
3. Iterative Refinement
After generating or processing, use the Refine panel to describe changes in plain language — "Add a column that calculates 30-day average", "Change the header colours to dark blue", "Add a pie chart to the Summary sheet". The AI modifies only the parts you asked about and rebuilds the file. Repeat as many times as needed.
4. Formula Assistant
The Formula Assistant is a dedicated tab that writes Excel formulas on demand. Describe what you want in plain English, optionally paste your column headers as context, and get back:
- • The exact formula ready to paste into a cell
- • A step-by-step explanation of how it works
- • Edge-case warnings (e.g. what happens when there's no match)
- • Alternative formulas for the same result
Example requests:
- • "Find the last purchase date for each customer in column A, looking up column B in the orders sheet"
- • "Sum column D only where column C says 'Approved' and column E is greater than 1000"
- • "Calculate the number of working days between two dates excluding weekends"
5. Free Tools (no AI, instant)
These run instantly — no AI call needed. Upload a file on the Tools tab and click any card:
Export Formats
Download as Excel (.xlsx), CSV, or TSV. A live HTML preview of the spreadsheet is shown before downloading.
Presentation Studio#
Presentation Studio generates and processes .pptx files using a full design system. You control the style template, colour palette (preset or custom hex), font pairing, slide count, and can provide source content or instructions. Jobs run in the background with a live progress bar, and the finished file auto-downloads when ready.
Why a Studio instead of just chat? Presentation Studio gives you 6 style templates, 8 colour presets (or custom hex), font pairings, a precise slide-count control, and the ability to upload an existing deck and transform it (summarize, expand, redesign, translate). Chat picks defaults for you; Studio puts you in control of how the deck looks.
1. Generate a Presentation
Enter a topic, pick your settings, and click Generate. You can also paste source content — notes, an article, a brief — and the AI will structure slides from it rather than generating from scratch.
Style Templates
Colour Presets
Choose from 8 built-in colour schemes — Corporate, Modern Dark, Nature, Warm, Ocean, Sunset, Monochrome, Pastel — or override the primary, secondary, and accent colours with your own hex values using the colour pickers. A Reset button reverts custom colours to the active preset.
Font Pairings
Slide Layouts
The AI mixes layout types to avoid repetition. Every presentation always opens with a Title slide and ends with a Closing slide. Speaker notes are generated for every slide.
2. Process an Existing Presentation
Upload a .pptx file or pick one from your Projects (no need to re-upload anything you've already stored there). Apply an action with optional free-text instructions:
3. Download & Auto-Download
When a job completes, the .pptx file auto-downloads immediately. A result card also appears showing the presentation title, slide count, model used, and a manual download link in case the auto-download was blocked.
Jobs run in the background
Generation and processing happen in the background — you can keep working while a job runs and a real-time progress bar updates as it moves through stages. You'll be notified when it's ready.
Image Generator#
The Image Generator is a dedicated page (/image-generator) for creating images from text prompts. It supports 8 different image generation models, 6 aspect ratios, and includes an AI-powered prompt enhancer that automatically rewrites your prompt to be more detailed before generating.
Image Generation Models
DALL-E 3
OpenAI's flagship model. Strong at following complex instructions and producing coherent compositions.
SDXL
Stability AI. High resolution, strong at photorealistic and artistic styles.
SD3
Stability AI's third generation. Improved text rendering and composition.
Leonardo
Leonardo.ai. Excels at stylized, game-art, and cinematic imagery.
Ideogram
Strong at legible text within images — posters, logos, signs.
Recraft
Clean vector-friendly output, good for illustrations and design work.
Nano Banana
Google Gemini native image generation. Fast and versatile.
Nano Banana Pro
Higher quality Gemini image generation, more detailed output.
Generation Options
Aspect Ratios
Advanced Settings
- • Quality — Standard or HD
- • Style — Auto, photorealistic, vivid, etc.
- • Negative prompt — what to exclude
- • Seed — for reproducible results
- • CFG Scale — how closely to follow your prompt
AI Prompt Enhancer
Click the Enhance button next to the prompt field before generating. An AI rewrites your prompt to add more descriptive detail — subject, lighting, style, composition — within 500 characters. The enhanced prompt replaces your original and you can edit it further before generating.
Writing Good Prompts
- • Be specific about subject, setting, and mood
- • Name a visual style:
photorealistic,oil painting,3D render,flat illustration - • Add technical detail:
golden hour lighting,wide angle,shallow depth of field - • Use the Negative Prompt to exclude unwanted elements
Image Studio#
Image Studio is a separate page (/image-studio) for working with images you already have. Upload a photo or graphic and edit it with plain-language instructions, or remove its background with one click. Whereas the Image Generator creates images from text, Image Studio transforms images you provide.
What You Can Do
Upload an image
Drop a PNG, JPG, or WEBP file into the studio. The image becomes the base for everything that follows.
AI edit
Describe a change — "make this look like a watercolour", "change the background to a beach", "add sunglasses" — and the AI returns a modified version.
Remove background
Click the Remove Background button — the subject is automatically isolated and you get back a transparent PNG ready to drop into a design.
Download
Save the result as PNG or JPG. The original is preserved alongside the edits in the session.
Image Studio is for editing existing images. To create images from scratch, use the Image Generator.
Prompt Optimizer#
The Prompt Optimizer rewrites your message before you send it, making it clearer, more specific, and more actionable for AI models — without changing your intent or inventing new facts. It preserves URLs, numbers, filenames, and code blocks exactly as written.
How to Use It
Type your prompt in the message input. The Optimize button activates once you've typed something.
Click the Optimize button. A modal opens showing the rewritten prompt in an editable textarea.
Below the rewritten prompt, enrichment chips appear — clickable tags like Audience, Tone, Length, Structure, Images, Sources. Clicking a chip appends a placeholder line to the prompt that you can fill in.
Edit the optimized text directly if needed, then click Use to replace your original message — or Use & Send to replace and send immediately.
What the optimizer does
- • Rewrites vague prompts into clear, imperative instructions
- • Expands minimal prompts just enough to make them actionable — without inventing specifics
- • Preserves your language — the output stays in the same language as your input
- • Does not change facts, URLs, numbers, or code
Auto-Verification#
After a response is delivered, MultipleChat can automatically run it through a factual accuracy check using Google Gemini. The check analyzes whether the answer contains factual errors, outdated information, or missing context — and shows a badge on the response.
How It Works
Gemini receives your original question and the AI's response. In a single call it determines: (1) whether verification is even appropriate for this type of content, and (2) if so, what is factually correct and what issues exist. The result appears as a Verified badge if no issues are found, or an Issues found badge with a brief description if problems are detected.
Smart Skip Logic
Verification is automatically skipped — saving credits — for content types where factual checking doesn't add value:
Auto-Verification runs automatically after the answer is delivered. Verification mode (in the collaboration modes section) is different — it's a pipeline that fact-checks during generation rather than after.
AI Disagreements#
In collaboration modes, the second model is always instructed to act as a quality reviewer and surface genuine issues with the first model's answer. These issues are collected, stripped from the visible response, and displayed as a separate AI Disagreements panel under the final answer.
What Gets Flagged
The reviewing model looks for issues in five categories:
Factual Errors
Incorrect dates, numbers, names, or claims
Missing Context
Important details that were left out
Outdated Information
Things that may have changed or been superseded
Oversimplifications
Nuance or complexity that was lost
Each disagreement is categorised and displayed with a colour-coded icon — red for factual errors, amber for missing items, orange for outdated info, blue for context issues. Click AI Disagreements under any collaboration response to open the panel.
The disagreements block is always stripped from the final answer text — it never appears inline in the response. It only surfaces when you explicitly click to view it.
Sources#
When web search is enabled or when Research mode is active, models collect source references for the claims they make. These are gathered from both models in a collaboration, deduplicated, and surfaced as a Sources button under the response.
Clicking Sources opens a modal showing each reference with its title, domain, and a clickable link. In Research mode, sources are grouped by which model found them, so you can see which model supported which claims.
Like disagreements, sources never appear inline in the readable response. The Sources button only appears when sources were actually found.
Individual Responses#
In collaboration modes, the final answer you see is the synthesized output of multiple models working together. But you can always inspect what each model produced individually by clicking the Responses button under any collaboration answer.
This opens a side-by-side modal showing each model's raw response before synthesis — with their individual web sources listed beneath each column if search was enabled. This is useful when you want to compare perspectives or understand exactly how the final answer was built.
For simple queries where the collaboration step was skipped to save time, the Responses modal will show a note explaining that a quick single-model response was used instead.
Projects#
A project is a named workspace that bundles files and standing instructions together. Every chat inside a project automatically has those files as context — the AI reads relevant chunks before answering without you needing to paste anything.
Creating a Project
Click New Project from the Projects page
Name the project and add optional instructions
Instructions are a standing system prompt — they shape how the AI behaves in every conversation inside this project
Upload files or connect Google Drive
Supported: PDF, DOCX, TXT, MD, CSV, JSON, and most plain-text code formats. Archives (.zip, .tar, .gz) are not supported.
Start a new chat inside the project — context is injected automatically
Google Drive Sync
Connect your Google account to import files directly from Drive. Select a folder or individual files to sync. Use Re-sync any time your files change — syncing is triggered manually to give you control over when files are updated.
How context retrieval works
When you send a message inside a project, MultipleChat searches across your indexed files to find the most relevant chunks for that specific query. Only those chunks are injected — not the entire file. If files have not been indexed yet, a banner appears with a one-click Index Now button.
File Uploads#
You can upload files directly in any chat — outside of a project — to give the AI context for that conversation. Click the paperclip icon next to the message input, or drag and drop a file into the chat window.
Supported Formats
Documents
PDF, DOCX, TXT, MD, CSV, JSON, XML
Images
PNG, JPG, GIF, WEBP — analysed visually by multimodal models
Code
JS, Python, HTML, CSS, and most plain-text code formats
How Files Are Read
MultipleChat picks the best path automatically based on the file:
- • Small text and code files — injected directly into the conversation context so the AI can quote and reason over the whole content
- • Spreadsheets, PDFs, large documents, and presentations — automatically routed to a Studio-style structured analysis so the AI can extract tables, sections, and statistics rather than treating them as walls of text
- • Scanned PDFs — automatically OCR'd at upload time so handwritten or image-based PDFs are still readable
Per-plan upload limits apply to file size, total upload size, and how many files you can attach in a single message. Files uploaded into individual chats also expire after a period — long-term storage belongs in Projects.
Account & Billing#
Your account page (/account) shows your current plan, today's usage, and billing history. All subscription management happens here without contacting support.
Viewing Your Usage
The account page shows progress bars for how many collaboration (AI Team) messages and single-model messages you have used today against your daily limit. Limits reset at midnight UTC.
Changing Your Plan
Go to Account → Subscription. Upgrade and downgrade options are shown based on your current plan. You are redirected to Stripe for payment and then returned to the app. Changes take effect immediately.
Billing Portal
Click Manage Billing on the account page to open the Stripe Billing Portal. From there you can:
- • Update your payment method
- • Download past invoices
- • Switch between monthly and annual billing
- • Cancel your subscription
Cancelling
Cancellation is handled through the Stripe Billing Portal. Access continues until the end of the current billing period — nothing is cut off immediately on cancellation.
Chat History#
All your conversations are saved automatically and accessible from the chat history icon in the sidebar.
Managing Chats
- • Rename — click a chat's title to edit it
- • Pin — pin important chats to keep them at the top (up to 5)
- • Delete — remove individual chats
- • Delete all — clear your entire history at once
Exporting Your History
- • Use the Export button in the history view
- • Choose format: JSON, TXT, or CSV
- • Export up to 1,000 chats at a time
- • Export your full history or select specific chats
Privacy
Chat history is private to your account. Users who are not logged in do not have their chats saved between sessions. See our Privacy Policy for full details on data handling.
Sharing & Forking Chats#
You can share any of your chats as a read-only link. People who open the link see the full conversation in a clean view, and can fork it — creating a copy in their own chat history that they can continue in their own direction.
Sharing a Chat
Open any chat from your history
Click the Share action — a dialog opens with a shareable URL
Copy the URL and send it to whoever should see the chat
View counts and fork counts are shown in the dialog so you can see how the chat is being used
Forking a Shared Chat
When someone opens a shared chat link they can:
Unsharing
Open the same Share dialog and click Unshare. The link stops working immediately — anyone who already forked the chat keeps their copy, but no new viewers can access the original.
Files attached to the original chat are not copied into forks — only the conversation text. If a forked chat references files, the new owner will need to upload their own copies.
Troubleshooting#
Models not responding
- • Check your internet connection
- • Refresh the page and try again
- • Try a different browser or disable extensions
- • Check for any known outages at multiple.chat
AI Team mode not working
- • Make sure you have at least 2 models assigned (slots 1 and 2) in the AI Team modal
- • Click Go Live to apply your configuration before sending
- • Check the model selector shows "AI Team" — if it shows a single model name, collaboration is disabled
Compare Mode unavailable
- • Compare Mode is desktop-only — switch to a larger screen if you're on mobile
- • It's part of the Smart plan — upgrade if you're on Free or Pro
- • Make sure at least two models are toggled on in the model bar before sending
Project files not being used
- • If you see a "Files not yet indexed" banner, click Index now before sending your message
- • After adding new files, use Re-sync to update the index
- • Archives (.zip, .tar, .gz) are not supported — extract the files first
Slow responses
- • Collaboration modes (especially Research and Debate) make multiple sequential AI calls — they are slower by design
- • Turn off web search if you don't need real-time information
- • Using 2 models instead of 4 significantly reduces response time
Studio job failed or stuck
- • Studio jobs run in the background — wait for the progress indicator to complete fully before downloading
- • If a job errors, try again with a simpler or shorter prompt to isolate the issue
- • Large file uploads (PDFs, DOCX) take longer to process — the status updates in real time
Shared chat link not working
- • The owner may have unshared the chat — ask them to re-share
- • Check that you copied the full URL, including the token after
/shared/ - • If you're trying to fork and nothing happens, refresh the page once and try again
Still having issues?
Reach out via the help center at multiple.chat/support. Include your browser version, what you were doing when the issue occurred, and any error messages you saw — most of those fields are pre-filled for you.