Write an abstract for my [DOCUMENT TYPE] titled [TITLE OR TOPIC]. The target venue, word limit, and required style are [VENUE AND LIMIT]. Use only the verified information below: Research purpose or question: [RESEARCH QUESTION] Methods and sample or materials: [METHODS AND MATERIALS] Key results or argument: [KEY FINDINGS] Conclusion, implications, and stated limits: [CONCLUSION AND LIMITS] First identify whether this should be an informative research abstract, a structured clinical abstract, a conference proposal abstract, or a descriptive abstract based on my venue. If the venue does not specify a format, use an informative abstract. Write one abstract within the stated limit. Include, in logical order: context only if necessary, the precise objective, design or approach, sample/data/materials where relevant, main findings with only numbers I supplied, and a conclusion proportionate to those findings. Use past tense for completed methods and results; use present tense only for established context or the paper’s current argument. Define uncommon abbreviations on first use. Do not add citations, literature claims, statistical significance, causal language, sample characteristics, or implications not present in my notes. Output: 1. The final abstract. 2. A four-line audit listing objective, methods, findings, and limitation as extracted from my inputs. 3. A list of missing facts that would materially improve the abstract, if any. Before answering, check that every claim traces to my notes and that the conclusion does not overstate the design. Check the exact word count. Ask up to 3 clarifying questions only if a required input is missing.
Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [DOCUMENT TYPE] | State whether this is a journal article, thesis, report, conference proposal, or another document. | Master’s dissertation |
| [TITLE OR TOPIC] | Provide the working title or a precise description of the topic. | Remote work and informal mentoring among junior accountants |
| [VENUE AND LIMIT] | Give the target journal, course, conference, or organization plus its word limit and formatting rule. | University dissertation repository; 250-word unstructured abstract |
| [RESEARCH QUESTION] | State the objective, hypothesis, or central question. | How did remote work affect access to informal mentoring for junior accountants? |
| [METHODS AND MATERIALS] | Describe the design, data, sample, sources, or materials actually used. | Semi-structured interviews with 18 junior accountants at six UK firms, coded using reflexive thematic analysis |
| [KEY FINDINGS] | List only the results or main argument supported by your work. | Participants reported fewer spontaneous questions and greater reliance on scheduled check-ins; managers’ responsiveness shaped experiences |
| [CONCLUSION AND LIMITS] | State what the findings mean and the important limitations. | Remote work may change rather than remove mentoring access; findings are not statistically generalizable and all participants were volunteers |
How to use
- Paste only verified findings and the exact submission rules, not a rough conclusion you cannot support.
- Check that the opening sentence earns its space and that methods and findings receive more space than background.
- Compare the final word count with the venue’s counting rule, especially for headings and abbreviations.
- Follow up with: “Make this 180 words without removing the objective, design, principal finding, or limitation.”
Variations
Structured abstract
Use this for a journal or clinical format with named sections.
Write a structured abstract for [STUDY TITLE] for [JOURNAL OR VENUE], limited to [WORD LIMIT]. Use these verified notes: objective [OBJECTIVE]; design and setting [DESIGN]; participants/materials [PARTICIPANTS]; intervention or exposure [INTERVENTION]; outcomes [OUTCOMES]; results [RESULTS]; conclusion and limits [LIMITS]. Output Background, Methods, Results, and Conclusions headings exactly. Include only numbers and effect descriptions supplied. Check that results answer the objective and conclusions do not claim causation beyond the design. Ask up to 3 questions only if required inputs are missing.
Conference proposal
Use this to submit an incomplete or in-progress project.
Draft a conference abstract for [CONFERENCE] about [TOPIC], with a limit of [WORD LIMIT]. The problem is [PROBLEM], the proposed argument or research question is [QUESTION], the evidence or method is [EVIDENCE], and the contribution is [CONTRIBUTION]. State clearly what is completed versus planned. Output a title and abstract that fits the conference theme [THEME]. Do not present expected results as findings or invent citations. Check that the contribution is specific and feasible. Ask up to 3 questions only if required inputs are missing.
Lay summary
Use this to explain research to non-specialists.
Turn this research abstract or notes into a lay summary for [AUDIENCE]: [SOURCE TEXT]. The purpose is [PURPOSE], and the required length is [WORD LIMIT]. Explain the question, what was done, what was found, and what remains uncertain using everyday language. Define necessary technical terms once and remove unsupported implications. Output one summary plus five terms that may still need explanation. Check that no sentence promises a benefit the research did not establish. Ask up to 3 questions only if required inputs are missing.
Tips
- Write the abstract after the paper’s findings and conclusion are stable; it is a summary of completed work, not a place to discover the argument.
- Match the strength of the conclusion to the design: observational associations do not establish causation, and small qualitative samples do not estimate prevalence.
- Use exact numbers only when they help a reader judge the result; never add precision that your notes do not provide.
- Read the abstract alone as a screening editor would: the objective, approach, main finding, and limit should each be identifiable.
FAQ
Can AI write an abstract from my paper?
Yes, if you provide verified methods, findings, and limits. Treat it as a draft and check every claim against the paper before submission.
What belongs in a research abstract?
Usually the objective, approach, principal findings, and a conclusion proportionate to the evidence. Follow the target venue’s exact structure and word limit.
Should an abstract include citations?
Usually not unless the submission rules explicitly require them. Use the limited word count for your own study or argument.