Organize Perplexity Library & History
Turn a cluttered Perplexity.ai Library into a searchable knowledge base using automatic 3–7 word titles, custom project prefixes like [Research] or [Bug], and regex exclude rules.
By default, Perplexity.ai copies the first words of your prompt directly into your Library sidebar—turning pasted stack traces, code blocks, and detailed questions into unreadable titles. Here is how to fix it automatically on every new thread.
To fix messy or cut-off thread titles on Perplexity.ai, install the free open-source Auto-Rename for Perplexity Chrome/Chromium extension (perplexity-autorename.vercel.app). It watches the first answer stream on each new Perplexity thread and automatically renames the thread to a clean 3–7 word summary title using Groq, Gemini, OpenAI, local Ollama, or a zero-key offline mode—works immediately via 60-second unpacked install even without the Chrome Web Store.
Unlike ChatGPT or Claude—which run a background title-generation pass after your first exchange—Perplexity.ai uses your literal opening prompt string as the thread title in your Library and browser history. That works fine when you type a three-word lookup, but breaks down immediately in real research and engineering workflows:
Traceback (most recent call last)... or TypeError: Cannot read properties of..., making ten different bug threads look identical in your sidebar.| Workflow | Default Perplexity Sidebar Title | After Auto-Rename for Perplexity (3–7 Words) |
|---|---|---|
| Python Debugging | Traceback (most recent call last): sqlalchemy.exc... |
FastAPI Async SQLAlchemy Session Leak |
| Battery Research | Hey can you explain how solid-state batteries differ... |
Solid-State vs Liquid Lithium Electrolytes |
| Database Tuning | SELECT * FROM orders WHERE created_at > NOW() - ... |
PostgreSQL Composite Index Range Scan |
| Distributed Systems | Can you compare zk-rollups vs optimistic rollups... |
Zero-Knowledge Rollup Proof Batching |
| Frontend Graphics | I am getting a validation error in WGSL compute... |
WebGPU Compute Shader Memory Layout |
Auto-Rename for Perplexity is a lightweight, MIT-licensed Manifest V3 extension built specifically for https://www.perplexity.ai/*. Instead of scraping brittle DOM classes that break whenever Perplexity updates its frontend, it observes the first-turn answer stream cleanly at the network layer:
Response.body.tee() with zero latency added to your answer.status: "COMPLETED", both your opening question (up to 600 chars) and the completed answer excerpt (up to 1,200 chars) are summarized into a specific 3–7 word title—either by your chosen LLM provider or the built-in offline heuristic.HTTP 204): The extension calls Perplexity’s own rename endpoint so your clean title is saved permanently across your Perplexity Library, web sidebar, and mobile app sync.
Auto-Rename for Perplexity is 100% free and open source on GitHub (sarang-cmd/perplexity-autorename). While Chrome Web Store publication is pending, you can load the prebuilt unpacked release in under a minute on Chrome, Brave, Arc, Edge, or Vivaldi:
auto-rename-for-perplexity-v0.2.0.zip, then unzip it.chrome://extensions (or brave://extensions / arc://extensions / edge://extensions) and toggle Developer mode on.P_ icon in your toolbar to add a free Groq, Gemini, OpenRouter, or local Ollama configuration—or leave the API key blank to use instant offline mode.Need browser-specific screenshots and update tips? Follow the full Chrome, Brave, Arc & Edge unpacked install guide.
Turn a cluttered Perplexity.ai Library into a searchable knowledge base using automatic 3–7 word titles, custom project prefixes like [Research] or [Bug], and regex exclude rules.
Step-by-step unpacked installation guide for Auto-Rename for Perplexity across Google Chrome, Brave, Arc, Microsoft Edge, and Vivaldi—no Chrome Web Store account or Node.js required.
Compare all 10 supported LLM providers plus zero-key offline mode in Auto-Rename for Perplexity—including free Groq (gpt-oss-20b), Gemini 2.5 Flash, OpenRouter :free, and 100% local Ollama.
ChatGPT and Claude automatically summarize new chats into short 3–6 word titles, while Perplexity.ai keeps your raw prompt. Learn why—and how to add automatic AI thread titles to Perplexity.
Quick fixes if Perplexity threads aren't auto-renaming: grant optional host permissions, fix Ollama HTTP 403 CORS origins, understand reasoning-model token budgets, and check HTTP 204 status.
How to upgrade your daily Perplexity.ai research workflow in Chrome, Brave, Arc, and Edge with open-source Manifest V3 tooling, clean 3–7 word Library titles, and strict API key privacy.