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Find all the help you need for using Nubint.

Quick Start

Follow the path from your first Nubint draft to a polished, well-sourced manuscript. One pass takes about ten minutes.

Step 1. AI draft

Enter one line about your topic and Nubint fills in the title, headings, and opening sections with citations. Three steps: prompt, search scope, heading style.

Start from a blank document with “Start with a draft”

Step 2. Autocomplete

Put the cursor at the end of a paragraph and Nubint suggests what comes next. Presets let you take a single sentence or finish the whole paragraph.

Put the cursor at the end of a paragraph to open the composer

Step 3. AI edit

Select the sentence you want to change, say how you want it rewritten, and Nubint reworks it. You review the result before applying it.

Select the sentence you want to change

Step 4. AI review

Five reviews — peer review, proofreading, claim credibility, source quality, and tone of voice — point out the weak spots in your draft. Each finding jumps to the sentence it refers to.

Choose what to review

Step 6. Save to Library

Save straight from search results. The more papers you keep, the more accurate autocomplete and citation suggestions become.

Search for the topic you want to collect

Step 7. Use an AI agent (Citation Recommender)

Paste in a whole paragraph and Nubint finds the right paper for each claim, inserting citations sentence by sentence.

Open the citation recommender

Step 8. Export

Export the finished manuscript as DOCX, PDF, or LaTeX. The citations you inserted and the reference list carry over in the style you picked.

Open the ··· menu at the top right

AI Chat

Chat comes down to deciding what to show the AI (attachments) and what to let it look for (search permissions). Those settings determine whether answers carry citations.

Attach a PDF

Click the paperclip attach button in the chat input and pick a PDF — it uploads and connects to the conversation at once. Uploaded papers are also saved to your library, so you can reuse them later in other chats via context.

Chat input with attach button and search toggles

PDFs go through the paperclip button and images (JPEG, PNG, WebP) through the image button. Word documents like DOCX cannot be attached to chat — use the editor's document import instead.

If the AI cannot read your PDF, it is most likely a scan. Check whether the body text can be selected in a PDF viewer — if it cannot, the text exists only as an image and nothing can be extracted. A PDF with a real text layer works better.

Uploads have a monthly limit per plan. See the pricing page for details.

Context and search permissions

Context is the material the AI refers to when it answers. The + button in the chat input sets two things — attachments, the material you point at yourself, and search permissions, which decide whether the AI may go looking on its own. They are not mutually exclusive: what you attach and what it finds are combined.

Context popover — sources, collections, search permissions

To attach material yourself, pick from the + menu.

  • Sources — search your library and select individual papers
  • Collections — reference every paper inside a collection
  • Current document — show the AI the draft you are writing. Only appears when you chat from the editor

Typing @ in the input also attaches a library paper directly, and papers not in your library can be attached as PDFs. Attached material appears as chips above the input; the X removes them.

Search permissions have three states — off, ask, and on — set separately for external paper search and library search.

External and library search toggles

ModeBehaviorUse it when
OffNo searching — answers from attached material onlyYou want to discuss only the papers you specified, or save credits
AskAsks first when a search is needed, and searches on approvalYou want to see what it pulls in before it does
OnSearches whenever it judges a search is neededYou want to hand over the source gathering entirely

External paper search pulls new papers from a 460M-paper academic database, and library search picks relevant ones from your library. Both can be on at once — we suggest turning external search on early in a project to explore broadly, then switching to library-only while drafting so it works from what you already have.

If citations are not appearing, check this setting first. When both searches are off and nothing is attached, the AI has no papers to reference and answers without citations.

By situation:

Your situationSetting
I want to ask about this one paperAttach it as a source + search permissions off
I want to draft only from papers I collectedAttach a collection, or turn library search on
I have a topic but no material yetTurn external paper search on
I want my draft revisedAttach the current document
I want to see what it pulls in as I goSet search permissions to ask

While the AI is generating a response, the stop button in the input halts it immediately. Whatever was already generated stays.

Chat with papers

Attach a PDF or pull in library papers through context, then ask. You can ask about anything in the paper — the core contribution, the method, how to read the results and limitations, terminology.

Chat with paper context chips and a question

  • "Summarize the core contribution of this paper in three lines"
  • "Which variables did the experimental design control for?"
  • "Lay out the limitations and directions for follow-up work"

You can work across several papers at once. Attach a collection as context or select multiple papers, and the AI compares and synthesizes them — questions like "put the methodological differences between these papers in a table" or "what limitation do all three point to?" belong here.

Click a citation number in an answer to see which paper it came from. How citations get attached is covered in Citations in answers.

Citations in answers

Citation numbers appear only on papers the AI actually consulted — search results and papers connected through context or attachments. It does not invent sources. Click a citation number in an answer to see the paper details and save it to your library.

Chat answer with citations and a sources button

If citations are missing, there were no papers to reference. With all search permissions off and nothing attached, the AI answers from general knowledge and adds no citations. Check at least one of these:

Within the same chat, papers cited in earlier answers can continue to be cited later. To start the conversation fresh, create a new chat.

New chat

Click New chat at the top of the chat panel to start a fresh conversation. The previous one is saved automatically, and you can pick it from the chat list to return to that point and keep asking.

New chat and history buttons at the top of the chat panel

Start a new one when you move to a different research question, or when a conversation has run long and you want to reset the focus of the answers.

AI Paper Editor

Build a skeleton with an AI draft, fill the body with autocomplete and AI edit, attach citations, then export to Word or LaTeX.

Create an AI draft

A new document offers three ways to start: Start with an AI draft (you have a topic but no idea where to begin), Start from a Word file (continue a .docx manuscript you already have), and Start with a blank document (the structure is already in your head).

New document start options

Choosing AI draft opens a three-step wizard; you have to pass all three to reach the final Write AI draft button.

Step 1 — Draft prompt. Write the topic of your paper in one or two sentences. This is what the AI searches prior work against and writes from. The bar under the input is prompt strength, filling from light to deep green as you add words. Leaving the topic blank blocks the next step.

Step 1, writing the draft prompt

A good example is A study on the effect of sleep quality on academic achievement in adolescents; a weak one is sleep — with no population, outcome variable, or scope, search results scatter.

Step 2 — Citation settings. What you pick here applies to every sentence written afterwards. Reference source decides whether to auto-cite from external sources (a 460M-paper academic database) or only from papers saved in your library (which you can narrow further by collection). Citation filters let you constrain publication year, minimum citation count, journal rank (SJR), type, and country; left alone, it searches the full range.

Step 2, citation settings

Step 3 — Heading settings. Choose the skeleton of the paper. Standard headings (IMRaD) gives the fixed six-part structure — introduction, background, methods, results, discussion, conclusion — while smart headings has the AI compose five top-level headings with two subheadings each, fitted to your topic. Experimental and survey-based papers suit standard headings; theoretical or interdisciplinary work where IMRaD fits poorly suits smart headings. You can also switch the AI model used for drafting at the top.

Step 3, heading settings

Pressing Write AI draft searches prior work, inserts the title (H1) and outline, and writes the body of the first two sections with citations. The remaining sections are left as headings for you to continue. Citation numbers like [1] appear in the text and the reference list builds itself at the bottom of the document. It usually takes about a minute.

From there, develop the draft with AI autocomplete for new sentences, AI edit for polishing, and the review panel for checks.

Text formatting

Typing / in the editor opens the slash menu. You can insert headings (H1~H3), bulleted and numbered lists, tables, code blocks, equations (KaTeX), blockquotes, and dividers.

Adding blocks with the slash menu

Dragging over text brings up the formatting toolbar, with bold, italic, underline, strikethrough, inline code, links, and highlight. Italics are the convention for technical terms and variable names.

Formatting toolbar on text selection

Change citation style

Change it from the style setting beside the reference list in the editor, or from document settings in the top header. Changing the style updates every citation already inserted in the document, so there is nothing to fix by hand.

Citation styles come from the Citation Style Language (CSL) project. Thousands of formats — APA, MLA, Chicago, Vancouver, Nature and more — are provided open source in the CSL Style Repository under the CC BY-SA 3.0 license.

Export formats

From the more menu at the top of the editor you can export to Word (.docx) and LaTeX (.tex), or copy the body to the clipboard.

Document export menu

The free plan exports the body only; Pro and Max export the body together with references.

AI autocomplete

For when you stall mid-paragraph and want the next sentence with its citation already attached. It does not write a sentence and look for a source afterwards — it finds the supporting paper first, then writes a sentence that matches it.

Put your cursor at the end of a paragraph and the input opens (Ctrl + / opens it directly). Describe how to continue and press Enter, or pick a preset below, and it runs through finding sources → writing.

AI autocomplete input — instruction field, control row, preset menu

For example: continue with a sentence pointing out the limitation of the previous paragraph, or one sentence citing empirical work that supports this claim.

Presets let you pick a direction instead of writing an instruction, and run the moment you choose one. Only the writing group shows at first; the rest appear once a suggestion exists and you open Follow up, since they need something to revise.

  • WriteOne sentence only · Complete this paragraph (3~5 sentences) · Stay on topic (no tangents)
  • RefineMake it sharper (specifics instead of platitudes) · Simplify wording
  • CiteRewrite without citations · Verify the evidence (does the cited content actually match) · Cite from my library

Where it looks for evidence is set in the control row below the input, shared with AI edit.

  • Web search — finds evidence in the external database (460M papers). Turns blue when on
  • My library — finds evidence in papers you saved. Can be on alongside web search
  • Collections — narrows within your library. Only available while My library is on
  • Search filters — publication year, citation count, open access, journal rank, country. A dot appears on the button when any filter is set
  • Model — Core is fast; Scholar is higher quality but uses more credits

Suggestions appear in gray at the cursor.

  • Apply — commits it to your text. The citation goes in with it and the reference list updates automatically (the style follows your document settings)
  • Follow up — ask again with "shorter" or "add an example", or pick another preset
  • Discard — press Esc or move the cursor elsewhere

Accepting and retrying happen only through the buttons on the result card — there is no accept shortcut, so arrow keys and Tab are never intercepted while you type.

Credits are charged per run against your credit balance, with no usage cap. You are charged at the moment you run it even if you do not accept (retries and follow-ups each count as a run), and nothing is charged if you cancel with Stop or Esc while it is working.

AI edit

For revising sentences you already wrote. Unlike AI autocomplete, which adds new sentences, this rewrites what you selected.

Drag the text you want to change, click AI edit in the toolbar, then pick a preset or describe the revision in your own words and press Enter. While it runs, the progress steps (checking document citations → finding sources → refining) are shown, and it can only be stopped with the Stop button — clicking outside will not close it mid-run.

AI edit popover

Where it looks for evidence (web search, library, collections, filters, model) is shared with AI autocomplete. For edits that need no evidence — translation, list conversion — turning web search off is faster.

Presets come in three groups. Items with sub-options expand sideways on hover (on mobile, tapping switches the list in place).

  • Improve writingImprove fluency (fix flow / add transitions / remove redundancy) · Paraphrase · Simplify · Strengthen argument · Add counterargument. Paraphrase and simplify let you choose a tone: academic · casual · persuasive · bold · friendly
  • ConvertChange tense (past/present/future) · To bulleted list · To numbered list · To prose · To table · Translate (Korean · English · Spanish · German · French · Chinese · Japanese)
  • Academic styleIncrease formality (colloquial to academic register) · Technical precision (vague wording to exact terms) · Strengthen claim · Soften claim (overstatement into careful hedging)

Choose how to apply the result on the result card.

  • Replace selection — swaps the dragged original for the result
  • Insert below — keeps the original and adds the result as a new paragraph, for comparison
  • View changes — overlays original and result. Deletions struck through, additions highlighted
  • What changed and why — an item-by-item explanation (collapsed by default)
  • Follow up — treat the result as the new original and ask again. The presets under the apply button let you try another direction right away

To discard, press Esc or click outside the popover.

Credits are charged against your credit balance at cost. You are charged per run even if you do not apply the result (retries and follow-ups each count), and nothing is charged if you press Stop while it works. Scholar costs more than Core, and turning on web or library search adds the cost of finding evidence.

Import a Docx file

On the start screen of a new document, click Import from Docx and pick a .docx file to load its contents into the editor. Once imported you can use AI autocomplete, AI edit, and citation insertion right away.

Word document import screen

Only .docx is supported — .doc, .pdf, and .hwp are not accepted.

Insert inline citations

For attaching a paper you chose yourself to a sentence you already wrote. If you want the AI to find the evidence for you, AI autocomplete or Citation recommender is the better fit.

There are three ways in and the rest is the same — search the paper picker by title or keyword, choose one, and the citation is inserted at that spot.

Citation search popover

Typing @ where you want the citation is fastest. You can also place the cursor and click @ Cite in the top toolbar, or drag a sentence and click the cite button in the toolbar that appears.

Inserted citations are formatted to the style set on the document (APA, MLA, Chicago and so on) and added to the reference list at the bottom. To change the style, see Change citation style.

AI Review

The five reviews never look at the same thing. Work down from structure (peer review) to evidence (claim credibility, source quality) to sentences (tone of voice, proofread).

Getting started with reviews

Click Review at the top of the editor and the review panel opens on the right. The five reviews are listed as cards, and Run review on any card starts it. If you have run it before the button becomes View results, and after you edit the draft you can re-run it with the refresh icon at the top right of the results screen. The ? on each card opens that review's help. Opening the panel alone costs nothing.

The five reviews never look at the same thing. Working from the big picture down to the sentence is the efficient order — fixing structure rewrites sentences anyway.

ReviewWhat it looks atWhen to run itFree
Peer reviewStructure, logic, methodology, citation depthOnce the draft is roughly complete
Claim credibilityClaims asserted without evidenceOnce the draft has substance
Source qualityThe credibility of the papers you citedOnce citations are in
Tone of voiceWhether the overall register fits academic writingWhen you start polishing
ProofreadGrammar, spelling, punctuation, word choiceLast, once content is final

Claim credibility and source quality are easy to confuse. Claim credibility asks whether evidence is attached; source quality asks whether the attached evidence is any good. A sentence with no citation at all is caught by claim credibility; a retracted or low-ranked citation is caught by source quality.

You can review part of a document. Set the scope with the settings icon on a card and only that part is checked — useful for re-checking a passage you just edited in a long manuscript. Peer review is the exception: it always runs on the whole document, because judging structure and logic from a few isolated paragraphs is meaningless.

The results screen shares the same skeleton across every review. Expand N steps completed to see which checks ran, and Result summarizes the run in a paragraph (the 👍👎 beside it lets you rate the quality). Review changes walks you through findings one at a time, Detailed analysis breaks them down by category (a check mark means nothing was flagged in that category), and All suggestions shows the total. Click an underlined passage in your text to see what the problem is and choose Apply / Dismiss. At the bottom, Try next recommends which review to run after this one.

Each review adds one thing of its own on top — peer review contributes Overall assessment scores and comments, source quality contributes Bibliography notes, and tone of voice contributes Selected preset.

Credits are charged as A4 pages × a per-review rate, because a review reads the whole document and cost scales with length.

ReviewCredits per A4 page
Peer review6
Claim credibility5
Proofread3
Source quality3
Tone of voice3

One A4 page is roughly 2,000 CJK characters or 500 Latin words, counted separately and added together for mixed text. A minimum of 5 pages applies, so even a few lines are billed as five. If you scope the review to part of the document, only that part is counted. For example, peer review on a 10-page document costs 60 credits.

Check your remaining credits under Credits and quotas, and plan differences on the pricing page.

Peer review

Looks at structure and logic. It reads the whole document along four axes — paper structure, logical flow, methodological soundness, and whether citations are sufficient — and leaves the kind of comments a journal reviewer would. How to run it and how credits work are covered in Getting started with reviews.

Run it once your draft is roughly complete. Getting the big picture right first saves you from editing sentences twice, so we recommend it as the first of the five. Sentence-level wording is Proofread's job, and whether claims have evidence is Claim credibility's. Even if you set a review scope, peer review always runs on the whole document.

Unlike the other reviews, the score comes first. Overall assessment rates validity, presentation, and contribution out of 4 each and produces a combined score out of 10, so read the axis scores to find the weak spot and then work down the Weaknesses list.

Review results screen

Findings arrive as comments in your document. Rather than the popover apply/dismiss flow of the other reviews, a reviewer comment is attached beside the sentence in question. Open a comment, read the point, edit the text yourself, then Resolve it to drop it from the list; re-running after edits adds new comments. Unresolved comments N on the results screen matches the badge on the list card, and when the badge hits 0 you have handled everything flagged in this round.

Proofread

Looks at sentence-level wording only. It catches grammar, spelling, punctuation, and word choice sentence by sentence and proposes a rewritten version — particularly useful for tightening the academic register of an English draft. How to run it and how credits work are covered in Getting started with reviews.

Run it once the content is settled. If paragraphs are still going to change, later is better. The skeleton of the piece is Peer review's job, and whether the register fits academic writing is Tone of voice's. If you plan to run both, match the tone first and finish with proofreading — changing tone rewrites sentences.

Fixes are marked directly in your text: a red strikethrough is the original, green is the rewrite. Click an underlined passage and choose Apply / Dismiss.

Review results screen

The full proofreading process is covered in the how to proofread a paper guide.

Claim credibility

Looks at whether evidence is attached. It finds claims asserted without support and passages where the citation is weak, telling you why each is a problem and what kind of evidence it needs — so you use it to shore up citations and reduce plagiarism risk. Available on the free plan; how to run it and how credits work are covered in Getting started with reviews.

Run it once your draft has some substance. The quality of the citations that are attached (retractions, preprints, and so on) is Source quality's job, and to actually fill a flagged sentence with a real citation, use Citation recommender.

Under-supported sentences are marked in your text, categorized as miscited, contradicted by evidence, no evidence, weak evidence, overstated, or source unavailable. Click an underlined passage to see the problem and choose Apply / Dismiss.

Review results screen

Source quality

Looks at the cited papers themselves. It finds retracted papers, preprints that have not been peer reviewed, and low-ranked journals, so you do not have to vet a reference list by hand. How to run it and how credits work are covered in Getting started with reviews.

Run it once you have added some citations — with no citations there is nothing to check. Claims with no citation at all are found by Claim credibility, and replacements for problematic citations can be found with filters in Paper search.

What makes this review distinctive is that it reports the health of your whole bibliography, not just a finding count. On top of the shared result elements, Bibliography notes charts the year distribution and journal distribution of your references, so you can see at a glance whether the literature is dated or concentrated in one venue.

Review results screen

Tone of voice

Looks at the register of the whole piece. It checks whether your draft reads like an academic paper and rewrites sentences that drift. Available on the free plan; how to run it and how credits work are covered in Getting started with reviews.

Grammar errors and typos are Proofread's job. If you plan to run both, match the tone first and finish with proofreading — changing tone rewrites sentences.

Setting the target register first matters. Use the settings icon on the card to pick a preset such as formal or concise, or point it at a paper in your library to match that paper's style. If you set nothing, it judges against general academic register.

The top of the results tells you which register it judged against. Different targets produce different findings, so start there. On top of the shared result elements, Selected preset shows what this run aimed for, and Change re-runs it against a different target.

Review results screen

Research Agents

They handle the stages before writing — forming and evaluating hypotheses, surveying literature, tracing a field's lineage, building surveys and citations. Each runs on its own page.

How agents work

There are six, each run from its own page.

AgentWhat it doesWhat you give it
Hypothesis generatorTurns a topic into testable hypothesis candidatesA research topic, one sentence
Hypothesis evaluatorScores a hypothesis you already have on four criteriaA hypothesis statement
Literature reviewGathers papers and writes a structured reportA topic to survey
Research tracerMaps a field's lineage through the citation networkOne seed paper
Survey generatorBuilds survey items from validated scalesThe hypothesis or topic to measure
Citation recommenderFinds citations that support the claims in your draftText you already wrote (2,500 chars)

Expand the Agents group in the left sidebar and click one to go to its page. Type what that agent needs into the input, press its run button, and you move to a results page with step-by-step progress. If a task in AI chat would suit a particular agent better, a recommendation card appears in the chat and Go takes you to that page.

Running an agent from the sidebar

All six share the same screen layout: one input and a control row beneath it. See example fills in a sample when you are unsure what to write, and model offers Core (fast) or Scholar (best quality). Search filters exist only on literature review and citation recommender, narrowing reference papers by publication year, citation count, journal rank and so on. The run button is named differently per agent (Generate hypotheses, Start review, …) and Enter does the same thing.

While a run is in progress the send button becomes a stop button (■), and pressing it halts immediately. Partial results are not saved, and credits are charged only for what was actually used up to that point — you are not billed the full estimated cost.

Billing happens per run. The charge is whichever is larger, actual AI usage or the agent's minimum, so short runs cost little and heavy analysis costs more. Paper search does not consume credits — it is limited by a per-plan usage count instead — and the five reviews work on a different axis, charged by A4 page count. Check remaining credits under Credits and quotas, and plan limits on the pricing page.

Past runs are kept on each agent's page. They are stored separately from AI chat history, so a literature review run has to be found on the literature review page. Papers an agent collected go to your library, and drafts it wrote go to documents.

Hypothesis generator

For when you have a topic of interest but no hypothesis in testable form yet. It builds hypothesis candidates grounded in 460M papers and attaches supporting papers to each. If you already have a hypothesis, go straight to Hypothesis evaluator.

Write your research topic in one sentence and press Generate hypotheses. It does not need to be a finished hypothesis — something like the effect of sleep deprivation on impulsivity in adolescents is enough. The screen layout and credits are covered in How agents work.

Open the hypothesis generator

The result is a canvas, not a list. Hypothesis cards branch out from the topic you entered, one card per hypothesis.

Rather than expecting a finished hypothesis in one shot, pressing Refine on a card that nags at you and branching two or three times produces far more usable results. You can also branch in a direction of your own with + (for example, "from a policy intervention angle"), and the canvas keeps that exploration visible.

Click a card and the detail panel on the right opens with that hypothesis examined along five axes — overview, plausibility, novelty, feasibility, significance — alongside supporting papers. Every blue parenthetical citation in the text is a real paper, and Sources N at the bottom saves them to your library.

Hypothesis detail panel — overview, plausibility, novelty, feasibility, significance

To get graded scores per criterion, hand it to Hypothesis evaluator with Evaluate this hypothesis.

Hypothesis evaluator

For when you have a hypothesis and need to judge whether it is worth starting research on as it stands. It scores testability, originality, feasibility, and clarity, and tells you how to fix whichever criterion scores low. Originality is measured live against 460M papers.

Paste the hypothesis as it is and press Get evaluation. A single sentence works, and so does a longer statement with conditions and expected effects, such as not using a smartphone in the hour before bed on weekdays increases total sleep time by at least 20 minutes. The screen layout and credits are covered in How agents work.

Open the hypothesis evaluator

Overall assessment at the top names the hypothesis's strength and biggest weakness in a paragraph, and each criterion below carries a grade and a one-line diagnosis. The N papers beside the title is how many papers it actually checked against.

Do not stop at the grades — expand More on whatever scored low. What is written there is not "what is missing" but "how to narrow it". If originality scores low, the topic has already been well covered; narrow the population, conditions, or measurement to create a distinction, then re-evaluate and watch the score move.

Literature review

For when you need papers read and synthesized, not merely found. It gathers related work automatically, reads up to 40 papers in full, and organizes the major currents, methodologies, and open questions into a report with citations attached. If you only need to find things quickly, Paper search is the better fit.

Write the topic to survey in one sentence and press Start review. A sentence produces better results than a list of keywords — something like a study on the effect of sleep quality on academic achievement in adolescents.

Open the literature review agent

Search filters constrain publication year, citation count, journal rank and so on. Filter by year to see only recent trends, or by citation count to see only well-established literature. It takes a while because of the volume analyzed, and can be stopped mid-run. The screen layout and credits are covered in How agents work.

The result is a readable report, not a list. The N papers beside the title is how many were actually analyzed.

Because every paragraph carries citations, you can copy a passage you like straight into your draft as scaffolding and just verify the citations. Blue (Author, Year) links go to the original, and Sources N at the bottom lets you pick papers to save to your library.

The full literature review process is covered in the how to conduct a literature review guide.

Research tracer

For when you need to know why a field developed the way it did, not just a list of recent papers. Starting from one seed paper it follows the citation network in both directions, up to five steps, and draws the lineage — useful for finding research gaps or laying out the narrative spine of a literature review.

Unlike the other agents, this one starts from a paper, not a topic. Search by title or author name, pick a seed, and tracing begins the moment you select it. A landmark paper in the field or a key paper you have read makes a good seed. The screen layout and credits are covered in How agents work.

Open the research tracer

The screen splits in two: the citation network graph on the left and the detail panel for the selected paper on the right. The green node is your seed, and edges are citation relationships — further left is older, further right is later work.

Follow the graph to the far left for the classics of the field, and to the far right for the newest work. That axis works directly as the ordering for a literature review narrative.

Clicking a node opens its bibliographic details and abstract on the right, where Research flow names the lineage that paper belongs to. Citation count and journal quartile (CITED BY / Q2) give you a sense of influence, and DOI and URL copy with the icon beside them.

Survey generator

For when you need to collect survey data but writing items from scratch feels daunting. It finds measurement scales already validated in published research and turns them into items — the point being that they are easier to defend than items you invented.

Write what you want to measure and press Generate survey. A hypothesis works, and so does a topic-level description such as stress factors and coping methods among office workers. The screen layout and credits are covered in How agents work.

Open the survey generator

You get a survey ready to field, not a rough set of items — everything from the introduction through the final question, with 10~30 items mixing Likert, multiple choice, and open-ended formats.

Download gives you a file to move into whatever survey tool you use. Before that, drop items that do not fit your research context and adjust the wording to your respondents.

Citation recommender

For when the sentences are written but you cannot find papers to back them up. Paste your draft and it finds the 3~5 strongest supporting citations per claim and slots them straight into the sentences. Because it searches by meaning rather than keywords, it catches papers covering the same idea in different words.

Paste the sentence or paragraph that needs citations and press Generate citations. A single sentence works, so does a paragraph, up to 2,500 characters. Search filters constrain publication year, citation count, journal rank and so on — set them to match your target journal's standards. The screen layout and credits are covered in How agents work.

Open the citation recommender

You get back your own draft, not a separate list, with (Author, Year) inserted where citations belong. Underlined sentences are the ones that received citations, so you can see at a glance what changed.

Copy takes the whole paragraph as it is, but check first that the cited passages actually match your claim.

To do this inside the editor, AI autocomplete writes sentences with citations already attached.

For finding papers quickly. It searches by meaning, so you do not need the exact academic term, and it is governed by a usage count rather than credits.

Search filters

Click the filter icon to the right of the search input to open the filter panel. Choose conditions and press Apply to narrow results; Reset clears everything. It exists to cut 460M papers down to the ones that fit your research.

Paper search filter options

  • Publication year — All / last 3, 5, or 10 years, or a custom range
  • Minimum citations — keeps only papers cited at least that often. Useful for surfacing foundational work
  • Country — narrows by the authors' country of affiliation
  • Field of study — effective when your query spans several fields and unrelated results creep in
  • Exclude preprints — removes papers posted before peer review (arXiv and similar). Turn it on when you may only cite peer-reviewed work; leave it off if you do not want to miss the newest research
  • Open access only — keeps only papers whose full text is free to read

Journal rank (SJR) measures a journal's influence, weighing both citation counts and the authority of the citing journals. Choose Q1 or Q2+ when looking for a journal to submit to, or when your citations need stronger backing.

OptionMeaning
Q1Top 25% — highest-quality journals in the field
Q2+Top 50%
Q3+Top 75%
Q4+All journals with an SJR rating
No filterRank is ignored

By situation:

Your situationSuggested combination
Quickly scan the latest trendsPublication year, last 3 years
Learn the foundational papers firstHigh minimum citations + journal rank Q1
Pick papers I can actually citeExclude preprints + journal rank Q2+
Read the full text right nowOpen access only
Look at research from a specific countryCountry filter
Results include papers from other fieldsSet field of study

The more filters you stack, the narrower the results. If too few papers come back, relax the strongest conditions first — journal rank Q1 and high citation counts.

Reading results

A paper card carries the title, authors, and publication details (journal, year, volume) along with three indicators you judge by.

  • Citations — how often other research cited it. Higher suggests a core paper in the field
  • Relevance — semantic similarity to your query. Higher means closer to your intent
  • Open access — whether the full text is readable without a subscription

Read relevance and citations together. High on both suggests core literature for your topic. High relevance with low citations may simply mean recent work or an emerging area — that is not a bad sign. When you need a quick scan, start with open access so nothing stands between you and the text.

Full text opens along one of three paths depending on the paper's availability.

  • View PDF — for open access or otherwise public full text, read it here without leaving the page
  • Go to publisher — when no PDF is offered, links out to the publisher or journal page
  • Connect subscription — with an institutional or personal subscription, access it directly inside Nubint

Papers worth keeping can be saved to your library, where they become available for chat and citations.

Paper Library

Where the papers you collect live. What sits here becomes reference material for chat and the source of your citations. Fill it from search, the extension, or Zotero, and organize it with collections.

Import papers

The Import button in the library panel offers two routes.

  • Connect Zotero account — collection structure, author details, tags, and PDF attachments all come across
  • Upload a file — bibliographic data only. For other tools, or when moving just a subset

If you use Zotero, connecting the account is the better option.

Zotero import screen

To connect an account, choose Import → Connect Zotero account and sign in with Zotero; your existing collections transfer automatically.

File upload supports RIS, BibTeX, and CSV. Export the papers you want from your current reference manager as RIS or BibTeX and upload the file. This works for files exported from EndNote, Mendeley, and other tools, not just Zotero.

Save with the extension

With a paper page open, click the Nubint Web Importer icon in your browser toolbar and the title, authors, journal, and DOI are detected automatically. Pick a destination — My Library or an existing collection — and press Add to save it. Papers already saved show as "In library".

Install it by searching for Nubint Web Importer in the Chrome Web Store; the same extension works in Microsoft Edge. After installing, click the icon and sign in with your Nubint account to sync the library and collections you use on the web.

It works on most paper pages that expose standard citation metadata — Nature, PubMed, arXiv, ScienceDirect, and Springer among them. If a paper is not detected you will see "No reference detected"; try again from the abstract or detail page (a DOI, arXiv, or PubMed link).

Saving costs no credits. It only pulls bibliographic data across — no AI analysis or summarization is performed.

Organize with collections

Create one with the New collection button at the top of the library panel. Nesting a collection inside another gives you a hierarchy.

Library collections tab

Add papers with the Add to collection button on a paper card, or select several papers and add them at once. A paper can belong to several collections at the same time, which makes cross-classification possible.

Hovering over a collection name reveals edit options for renaming and deleting. Deleting a collection leaves the papers themselves in your library.

Bulk actions

Tick the checkboxes on paper cards to select several at once; the count appears at the top along with the bulk action options.

Selecting papers in the library

  • Move to collection — drops the selected papers into one collection. A large time saver when you have many
  • Export — downloads their bibliographic data as RIS, CSV, or BIB in one go
  • Delete — removes them all at once. Deleted papers cannot be recovered, so take care

Library filters

Click Filter at the top of the library panel and choose your conditions. Stacking filters narrows the range further.

  • Publication year — last 3, 5, or 10 years, or all
  • Minimum citations — for surfacing influential papers quickly
  • Journal rank (SJR) — Q1 (top 25%) · Q2+ (top 50%) · Q3+ (top 75%) · Q4+ (all rated)
  • Exclude preprints · Open access — filter by type
  • Field of study · Country — narrow to a specific field or country of affiliation

The options largely match the search filters, but these narrow only within papers you already saved.

Export your library

Click Export in the library panel and choose a format to download the file. Ticking the checkboxes on specific paper cards first exports only those.

  • RIS — read by most reference managers, including Zotero, EndNote, and Mendeley
  • BIB — BibTeX format, usable directly in a LaTeX workflow
  • CSV — a general-purpose format for Excel, Google Sheets, and other data tools

Account & Billing

Changing plans and payment methods, plus how credits and quotas are charged and when they reset.

Change your plan

You can change it at any time. Go to profile → Settings → Subscription tab, press Change plan, pick a plan and billing cycle, and review the details on the checkout page.

Plan upgrade screen

Upgrades apply the moment payment completes. The remainder of your current cycle is prorated against the new plan's cost, and the exact amount is shown on the checkout page beforehand.

Downgrades apply from your next billing date, and you keep the current plan until then. No payment is taken when you request one; the new plan's cost is billed on the next date. Before that date you can undo it with Cancel downgrade in the Subscription tab, which leaves your current plan to renew as usual.

Feature and price comparisons for Free, Pro, and Max are on the pricing page. Switching to annual billing applies a discount.

Cancel subscription

Go to profile → Settings → Subscription tab, press Cancel subscription below your current plan details, and confirm.

Cancelling leaves the period you already paid for intact. You keep every Pro or Max feature until the current billing cycle ends, after which the account switches automatically to the Free plan. Saved papers, your library, and documents in progress all remain. No automatic payment is taken for the following cycle.

Payment methods

Your payment method is registered automatically when you choose one at checkout for your first paid subscription. There is no separate registration step.

Which payment methods are available depends on the country you pay from. Alongside credit and debit cards, the checkout may show Apple Pay, Google Pay, PayPal, and local methods such as iDEAL or Pix.

To change it, go to profile → Settings → Subscription tab and press Change payment method in the payment method area. Save the new method at checkout and the change takes effect immediately, with your next billing cycle charged to the new method.

When you change your payment method, the checkout shows a zero amount. This is a verification step, and nothing is actually charged.

The method currently on file is shown in the same place, for example as Visa •••• 1234, or as PayPal if that is what you use.

If your card is nearing expiry, swap it in advance so billing is not interrupted. Your active subscription is unaffected.

Credits and quotas

Click the profile area at the top left to see your remaining credits and per-feature quotas at a glance.

Credits and usage in the profile menu

Credits are charged by actual AI usage rather than a fixed number of runs. A short question costs little; a large literature analysis costs more.

  • AI research agents — charged per run based on usage
  • AI autocomplete and AI edit — no usage cap; charged at cost each time you use them
  • The five AI reviews — charged as A4 page count × a per-review rate

Quotas are usage counts applied to paper search and PDF upload. These two consume no credits and are governed purely by counts, which differ per plan. Both are unlimited on the paid plans (Pro and Max), so the profile area shows only your remaining credits there — no quota rows.

Credits reset on your monthly renewal date; quotas reset daily or monthly depending on the feature and plan.

Paid plans (Pro and Max) can top up in units of 1,500 credits when the monthly allowance runs short. Go to profile → SettingsSubscription tab → Buy credits, where you can purchase up to 15,000 credits at a time at $10 per 1,500 (shown in local currency where applicable). A payment method is required, and the free plan cannot top up.

Purchased credits are valid for six months from the date of purchase. They are consumed in the order bonus credits → purchased credits → monthly credits, and among purchased credits the ones expiring soonest go first.

Turning on auto-charge tops up 1,500 credits ($10) automatically whenever your balance falls below 500, so work is not interrupted by running out mid-task. Toggle it in the buy-credits area of the Subscription tab; it requires a paid plan and a registered payment method.

Delete account

Go to profile → Settings → General/Profile tab at the top left, press Delete account, and confirm with Delete.

Delete account area in settings

If you have an active paid subscription, cancel it first and then delete the account.

Refund policy

Within 14 days of payment and provided you have not used the credits that payment granted, you receive a full refund. Once credit usage has begun, delivery of digital content is considered to have started and refunds are restricted.

Renewal payments and mid-term cancellation of an annual subscription are not refundable. If you do not want to renew, stop automatic renewal before the renewal date via Cancel subscription — cancelling still leaves you access until the end of the period you already paid for.

Send refund requests to contact@nubint.ai.

Contact & Feedback

How to reach us when you cannot find the answer here.

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