Choose one of three approaches. The steps for that option appear below.
Choose an option above. On a phone, swipe the tabs left or right to see all options →
Give rough facts; Consensus finds and ranks papers with time estimates inside your hours. You check and choose.
Have ready: subject
Draft reading list
Look up each item
Fix final order
Use: You
The subject, what you already know and how many hours you have, in rough words.
Check the hours are realistic.
Use: Consensus
Ask Consensus for an order of introductory to advanced papers, with why each fits and an estimated reading time, inside your hours.
What to paste into the tool
I am new to [subject], already know [what you know], and have [number] hours. Search for academic papers and draft a reading list from introductory to advanced. For each, give its title, link, why it fits that position, and an estimated reading time labelled as an estimate. Keep the estimated total within my hours. If existence, level, link or reading time cannot be established, mark it as missing rather than guessing.
Use: You
Look up each item yourself, confirm it exists and skim the abstract for level.
Check every item is real and its level fits.
Use: You
Fix the final order and trim anything that pushes the estimated total past your hours.
Check total reading fits your time.
Ask for a learning path with web search and time estimates, then open each link and set the final order.
Have ready: brief
Draft 8-item path
Open every link
Fit total to hours
Use: You
The subject, your level and your hours, in rough words.
Check the hours are realistic.
Use: Perplexity
Ask Perplexity for a reading path of 8 items with links, why each comes next and an estimated reading time, inside your hours.
What to paste into the tool
I want to learn [subject], my current level is [level], and I have [number] hours. Use web search to suggest up to 8 reading items in order, with a title, link and one line on why each comes next. Include an estimated reading time for each, labelled as an estimate, and keep the total within my hours. If existence, link, level or time cannot be established, mark it as missing rather than guessing.
Use: You
Open every link, confirm it exists and says what is claimed, and replace bad ones.
Check all links open and match.
Use: You
Compare the total estimated reading time with your hours, trim the list if needed, fix the order and save it.
Nothing is shared.
Claude groups items you already hold by level and drafts the reasons; you check, confirm access and set the order.
Have ready: titles
Group by level
Check levels, reasons
Check access, order
Use: You
The titles of the items you already hold, from your Zotero library or notes; paste the list into Claude.
Check every item on the list is something you already hold.
Use: Claude
Ask Claude to group the items by level (beginner, middle, advanced), with why each sits where it does and an estimated reading time.
What to paste into the tool
Here is a list of reading items I already hold: [paste list]. I have [number] hours. Group the items into beginner, middle and advanced, then order them within each group. For each item give one line on why it sits where it does and an estimated reading time labelled as an estimate. Use only the titles I gave you; if an item's level or length cannot be judged from its title, mark it as missing rather than guessing. Do not add items I did not list.
Use: You
Check each level and reason against the item itself; move anything misplaced.
Check each item's level and reason fit the item.
Use: You
Open each item to confirm accessibility, trim the list so the estimated total fits your hours, fix the order and save it.
Check it fits your time; nothing is shared.
Best when: The subject has academic papers
What it does: Consensus ranks papers; you check each item exists
Strong at: An academic search engine over peer-reviewed literature
Limit: Order and level are not proven by the page
Free plan: Yes, limited (10 Pro messages, 3 Deep reviews per month)
Best when: The subject is not mainly academic
What it does: Perplexity drafts the path; you open every link
Strong at: Searches the web and names its sources
Limit: Invented items are possible, so every link needs opening
Free plan: Yes
Best when: You already own most of the material
What it does: Claude groups and drafts reasons; you check each one
Strong at: Works only from material you already have
Limit: Levels judged from titles can be wrong; check each one
Free plan: Yes, limited (5-hour session and weekly caps)
Before you paste into any AI tool, remove any confidential information. Put it back at the end.
Deciding between Perplexity and Consensus for this? See the comparison.
Every item opened by a person.
Total reading time compared with available time.
Check the result against your original inputs. Approve it before sharing or acting.
Tool details come from each tool's official page. Pages were read on 2026-10-28 and 2026-10-29.