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50 AI Prompts for Lawyers: Contracts, Research, Discovery & Client Comms with ChatGPT, Claude & Gemini

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50 AI Prompts for Lawyers: Contracts, Research, Discovery & Client Comms with ChatGPT, Claude & Gemini

Introduction

A 2026 Wolters Kluwer survey found that 90% of legal professionals now use generative AI at least once a week, and the median respondent estimated 4-6 hours of billable time saved per week on non-substantive tasks [1]. At a conservative 450blendedrate,thatcompoundstoroughly450 blended rate, that compounds to roughly 90-130k of recoverable capacity per attorney per year. The practices pulling away from the pack are not the ones with the best AI subscriptions. They are the ones with a reusable prompt library tuned to their workflow.

This article collects 50 ready-to-use prompts for lawyers, organized by the work a legal professional actually does in a week: contract review and drafting, legal research, discovery and document review, litigation drafting, client communication, compliance and risk, practice management, and professional development. Each prompt uses [bracket placeholders] so you can adapt it to your matter. They work with ChatGPT, Claude, and Gemini, with notes where one model is clearly better for a task.

Legal workflow map: eight categories where prompts compound billable-hour savings
Legal workflow map: eight categories where prompts compound billable-hour savings

Before you paste: two non-negotiable rules

1. Confidentiality and privilege. Consumer AI chatbots (the free tier of ChatGPT, standard Gemini, Claude.ai) retain prompts and may use them for training. Pasting a client's unredacted agreement, a deponent's testimony, or identifying medical information violates your duty of confidentiality and may waive privilege. For real client work, use an enterprise-grade deployment that offers a no-training contractual commitment and SOC 2 / ISO 27001 controls: ChatGPT Enterprise, Claude for Work, Microsoft Copilot for Legal, or self-hosted options. When in doubt, redact identifying details before you prompt.

2. Citations are not facts. The Mata v. Avianca sanction (S.D.N.Y. 2023) became the canonical warning: AI models fabricate case names, reporter citations, and holdings with complete syntactic confidence. Every citation an AI returns must be independently verified against Westlaw, Lexis, Fastcase, or the official reporter. Treat AI output as a research starting point, never as a source.

Confidentiality decision tree: what you can paste, what needs redaction, what needs an enterprise tool
Confidentiality decision tree: what you can paste, what needs redaction, what needs an enterprise tool

With those two guardrails in place, the 50 prompts below follow.


1. Contract Review & Drafting

AI is fastest on the first pass: surfacing risky clauses, flagging missing protections, and generating starter drafts a lawyer will then sharpen. Never let it be the last pass.

1. Summarize a contract in plain language

Summarize this [agreement type] in plain English at a [executive / client / first-year associate] reading level. List: (1) the parties and their core obligations, (2) the payment / consideration terms, (3) termination rights on each side, (4) liability caps and indemnities, (5) any unusual or off-market provisions. Flag anything a reasonable [buyer/seller/licensee] would want to negotiate. Agreement: [paste redacted text].

Claude excels here: its 200K-token context window fits most commercial contracts whole, so nothing is truncated mid-clause.

2. Redline against a checklist

Review this [NDA / MSA / SaaS agreement] against the following playbook positions and mark every deviation. For each deviation, note: (a) the clause, (b) our playbook position, (c) the deviation, (d) whether to push back, negotiate, or accept, and (e) a suggested redlined replacement. Playbook: [paste positions]. Agreement: [paste redacted text].

3. Compare two contract versions

Compare these two versions of the same agreement and list every material change. Organize by: (1) changes favoring [Party A], (2) changes favoring [Party B], (3) changes that are risk-neutral cleanup, (4) anything that introduces ambiguity. Version 1: [paste]. Version 2: [paste].

4. Draft a first-pass NDA

Draft a mutual NDA for a preliminary business discussion between [Party A, industry] and [Party B, industry]. Governing law: [jurisdiction]. Include: definition of Confidential Information with standard exclusions, permitted purpose limited to [purpose], standard 3-year confidentiality term, injunctive relief, no-license language, return-or-destroy obligation, and a clean merger clause. Flag any provision where you had to choose between market norms so I can adjust.

5. Draft a termination-for-convenience clause

Draft a termination-for-convenience clause for a [service type] agreement from the [customer/provider] side. Include: notice period of [X days], a wind-down obligation, payment for work in progress, survival of confidentiality and IP terms, and a clean return-of-materials obligation. Make it defensible under [governing law]. Provide two versions, one slightly aggressive and one balanced, so I can choose.

6. Identify missing protections

Review this draft [agreement type] from [Party A's] perspective and list any protection that a sophisticated counterparty would normally expect but is missing. For each, explain why it matters and provide suggested clause language. Agreement: [paste redacted draft].

7. Translate a clause into plain language for a client

Rewrite this contract clause for a client who is not a lawyer. Keep it accurate, but use everyday words, short sentences, and a concrete example of when the clause would actually apply. Clause: [paste]. Agreement context: [one line].

8. Generate deal-specific rep-and-warranty language

Draft reps and warranties for a [seller/licensor] in a [transaction type] where the [asset type] has these characteristics: [describe]. Focus on the risks that are specific to this asset. Use clean, modern M&A style; avoid archaic language. After each rep, note in parentheses which risk it is addressing.


2. Legal Research & Memos

Research prompts structure your thinking and turn raw cases into usable summaries. They do not replace the search tools. The pattern is: find the cases in Westlaw / Lexis, then use AI to compress and compare them.

Want to know how effective your prompts are? Prompt Score analyzes them on 6 criteria.

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9. Summarize a case with the parts that actually matter

Summarize [case citation] for use in a memo. Structure: (1) one-sentence holding, (2) procedural posture, (3) facts material to the holding, (4) reasoning in 3-5 bullets, (5) the rule as the court articulated it, (6) any dissent worth noting. Skip boilerplate. [Paste decision or neutral citation].

10. Compare how circuits split on an issue

I am researching [legal issue]. Here are summaries of [N] cases from different circuits: [paste]. Produce a chart organized by circuit showing: the rule applied, the facts that triggered it, and the outcome. End with a two-paragraph synthesis of the split and which way the trend is moving.

Gemini is strong here when you pass multiple documents in a single context; its handling of structured comparison tables tends to be cleaner than Claude or ChatGPT.

11. Outline a research memo

I need to write a memo answering: [legal question]. Jurisdiction: [state/federal/circuit]. The key facts are: [list]. Produce a detailed outline with: question presented, brief answer, statement of facts, discussion organized by sub-issue, and conclusion. For each sub-issue, list the specific lines of authority I need to find.

12. Stress-test a legal argument

I am arguing that [legal position]. The strongest supporting authority is [case/statute]. Play the role of opposing counsel in a motion hearing. List the five strongest counterarguments, rank them by how much they actually worry me, and for each identify the authority opposing counsel would cite and the weakness in my position it exploits.

13. Extract the rule from a line of cases

Here are [N] cases applying [doctrine] in [jurisdiction]: [paste summaries]. Extract the operative rule as the courts have actually been applying it, not as the earliest formulation stated it. Note any drift between the original articulation and the current application.

14. Translate a statute into an application checklist

Turn [statute citation] into a practical checklist a practitioner would use to determine whether it applies to a client situation. Each item should be a yes/no question tied to a specific statutory element. End with what happens if all elements are met vs. what happens if one is missing. [Paste statutory text].

15. Identify the strongest case on point

Here are [N] cases that arguably support the position [state position]. Rank them from most to least persuasive for this fact pattern: [paste client's facts]. For each case, note factual similarity, the court's level, age of the decision, and whether it has been cited favorably or distinguished recently.


3. Discovery & Document Review

Discovery prompts shine when you are triaging volume. They tell you what to look at, not what to conclude. The final privilege and relevance calls stay with the lawyer.

16. First-pass document categorization

I am reviewing documents produced in [matter]. Categorize each document below into one of: (a) clearly responsive, (b) arguably responsive, (c) not responsive, (d) privileged, (e) contains PII requiring redaction. For each, give the category and a one-line reason. Start with conservative calls; flag anything ambiguous. Documents: [paste].

17. Generate a privilege log entry

Generate a privilege log entry for the following document. Use standard federal format: bates range, date, author, recipients, document type, description sufficient for the opposing party to assess the claim, and the privilege asserted. Do not reveal the substance of the communication in the description. Document: [paste description only, not content].

18. Find inconsistencies across documents

Read these [N] documents from the same matter and identify any inconsistencies between them: contradictions in dates, amounts, attendees, sequence of events, or characterization of key facts. For each inconsistency, quote the conflicting passages and note which document is likely more reliable given its type and context. Documents: [paste].

19. Prepare a chronology from document set

Build a chronology from these documents. For each entry: date, actor, event, source document (bates or filename), and a one-line quote supporting the entry. Sort ascending. Flag any gap greater than [30 days] where something should logically be documented but is not. Documents: [paste].

20. Deposition outline from prior testimony

Read this prior testimony by [witness name] and draft a deposition outline for a follow-up deposition. Organize by: (1) prior admissions I want to lock in, (2) areas where prior testimony was evasive, (3) new topics from subsequent document production, (4) impeachment setup. For each topic, list 3-5 specific questions. Testimony: [paste redacted transcript].

Claude is the strongest model for long transcripts. Its ability to track who said what across 100+ pages of Q&A outperforms ChatGPT and Gemini on this task.

21. Summarize a deposition transcript

Summarize this deposition transcript. Structure: (1) witness background and role, (2) key admissions, (3) evasive or rehearsed answers, (4) factual disputes, (5) credibility issues, (6) statements that contradict other evidence in the matter [if you paste other evidence with it]. Cite page:line for every admission. Transcript: [paste].

22. Draft RFP responses

Draft responses to these Requests for Production. For each request, assume a standard boilerplate of objections [list your firm's standard objections] and adapt them to the specific request. Flag any request that is clearly overbroad and needs a tailored objection beyond boilerplate. Requests: [paste].


4. Litigation Drafting

Motions and briefs are the highest-stakes AI use case and the one most vulnerable to hallucination. Use AI to structure and pressure-test, never to cite.

23. Outline a motion

Outline a [motion type] in [jurisdiction]. The client's position is [state]. Key facts: [list]. Applicable standard: [state or ask]. Produce: introduction framing the issue in one paragraph, statement of facts, argument section broken into logical sub-arguments, and conclusion. For each sub-argument, note the type of authority I need to find. Do not fabricate citations.

The techniques you're reading about work. Test your prompts now with Prompt Score and see your score in real time.

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24. Draft a statement of facts

Draft a statement of facts section using only these source documents: [paste]. Every factual assertion must be supported by a specific document. Write it in a neutral-sounding but advocacy-aware voice: true but favorable framing. End with a citation list. If you make a statement I cannot cite, flag it in brackets instead of making up a source.

25. Strengthen a weak paragraph

Here is a paragraph from my brief. Rewrite it three ways: (1) shorter and tighter, (2) more persuasive without changing substance, (3) written to survive a motion to strike for argumentativeness. Original: [paste].

26. Pressure-test a brief section

Read this section of my [brief type] and list every assertion that an engaged judge would flag. For each: what would they flag, why, and how should I either fix it or reinforce it with a citation? Section: [paste].

27. Draft jury instructions

Draft proposed jury instructions for [claim type] under [jurisdiction] pattern instructions where they exist, or tailor language where they do not. Note any element where the pattern instruction diverges from recent appellate guidance and offer an alternative. Claim elements: [list].

28. Generate deposition exhibit list

From this document production and my deposition outline below, propose an exhibit list for the deposition of [witness]. For each proposed exhibit: purpose, anticipated objection, and foundation needed. Exhibits should tell a coherent story in the order I will use them. Outline: [paste]. Documents: [paste bates list].


5. Client Communication

Client comms are where tone and clarity decide whether the client calls you back. AI is good at first drafts in a voice your client will actually read.

29. Translate a legal development into a client alert

Draft a client alert about [recent development: new regulation / court decision / enforcement action]. Audience: [in-house counsel / C-suite at mid-market companies / small business owners]. Length: ~400 words. Structure: what happened, why it matters, who is affected, what to do now, and a one-sentence offer to discuss. No hedging. No "as always, this is not legal advice" at the end; include a clean disclaimer up top.

30. Draft a matter status update

Draft a status update email to [client] on matter [name]. Key facts to communicate: [list]. Tone: professional, direct, no unnecessary legal jargon. End with: (a) what we need from the client, (b) what we will do next, (c) expected next decision point. Keep under 250 words.

31. Explain a complex legal position

Explain [legal position/concept] to a client whose background is [industry/role]. Use one analogy rooted in their domain. Keep it under 300 words. End with: the risk if they ignore it, the cost of addressing it, and my recommendation.

32. Draft a demand letter

Draft a demand letter from [our client] to [counterparty] regarding [breach/claim]. Jurisdiction: [state]. Include: factual summary, legal basis for the claim, specific demand with a deadline of [X days], consequences if demand not met, and a preservation-of-rights paragraph. Tone: firm but not inflammatory; leave room for a negotiated resolution.

33. Draft an engagement letter

Draft an engagement letter for a [matter type] representation. Client: [describe]. Scope: [describe]. Billing: [flat fee of X/hourlyatX / hourly at Y / contingency at Z%]. Include: scope with explicit exclusions, fee structure, billing cadence, file retention policy, termination terms, and conflict-waiver language if needed. Use plain English in the substance but keep the professional-responsibility clauses precise.

34. Rewrite a harsh email

Rewrite this email to preserve its substance but soften the tone. The reader is [counterparty counsel / client / judge's clerk]. Keep it professional, remove anything that reads as accusatory or defensive, and add one concrete next step. Original: [paste].


6. Compliance & Regulatory

Compliance prompts help you map requirements to facts. They do not give you regulatory certainty; they give you a working draft a compliance lawyer then polishes.

35. Map a regulation to a client's operations

I am advising [client type, industry, size] on compliance with [regulation, e.g. GDPR, HIPAA, DORA, EU AI Act]. Their current operations are: [describe]. Produce a gap analysis: for each material requirement of the regulation, note (a) whether it applies to the client, (b) current posture, (c) gap, (d) priority (high/medium/low), (e) remediation effort estimate in weeks.

36. Draft a privacy policy section

Draft the [specific section: data collection / retention / international transfers / data subject rights] of a privacy policy for [business type]. Jurisdictions the business operates in: [list]. Keep it readable for a non-lawyer audience, but precise enough to defend in a DPA inquiry. Flag any topic where jurisdictional requirements conflict.

37. Compliance checklist for a new product launch

The client is launching [product]. It involves [data types, user interactions, payment flows, AI components]. List the compliance checks a reasonable in-house counsel should run before launch, grouped by: data protection, consumer protection, IP, export controls, accessibility, and industry-specific rules. For each, the question to answer and the artifact to produce.

38. Analyze a new regulation against a checklist

Read this newly published regulation and map it against our existing compliance program [paste a summary of the program]. What new obligations does the regulation impose? What existing controls satisfy the new obligations? What new controls are needed? Prioritize by deadline. Regulation: [paste].

39. Draft an incident response notification

Draft a regulator notification for [breach type] affecting [number] data subjects in [jurisdictions]. Include: incident description, data categories, containment steps, notification to data subjects, and remedial measures. Tailor to [specific regulator]'s template where it exists. Keep tone factual; avoid speculation about cause.


7. Practice Management

These prompts save the time you bill your life to but rarely bill the client for.

40. Draft billing narratives

Convert these rough time entries into polished billing narratives that meet [client's billing guidelines] and the [LEDES] format. Each narrative should be specific enough to justify the time, vague enough not to disclose strategy, and under 25 words. Entries: [paste].

41. Prioritize a backlog

Here is my matter backlog: [paste task list with matters, deadlines, and estimated hours]. Propose a ranked priority order based on: statutory/court deadlines, client impact, revenue impact, reputational risk, and effort-to-outcome ratio. For each, explain the ranking in one line.

42. Prepare for a matter intake call

I am taking an intake call with a prospective client in [practice area]. Their matter, as they described it in one sentence: [describe]. Produce: (1) 15 questions I should ask, ordered, (2) red flags I should listen for, (3) jurisdictional issues to clarify, (4) conflicts I should run before proceeding, (5) a fee structure I should propose given the shape of the matter.

43. Generate a conflict check query

Generate a conflict check query for this new matter: [describe parties, related entities, adverse parties, interested persons]. Include entity variations, former names, common affiliates, and parent/subsidiary relationships. Format as an OR-separated search string for [conflict system].

44. Summarize a day of work for a weekly report

I did the following work today across [N] matters: [paste time entries and notes]. Produce a summary suitable for a Monday morning practice-group email, organized by matter, focused on what moved forward and what needs partner input. Under 200 words.


8. Professional Development & Knowledge Management

AI is a patient tutor. These prompts make it earn its keep.

45. Brief me on a development in my practice area

Brief me on the most significant developments in [practice area] over the [last quarter]. For each: what happened, why it matters to my practice, and one article or decision I should read if I want to go deeper. Keep it punchy. If something is more hype than substance, say so.

46. Explain a concept from another practice area

I practice [your area]. I need to understand [concept from adjacent area] well enough to spot-issue it in my matters. Teach it to me in a single sitting: definition, the sub-concepts I need, the hard cases, the way experienced [target-area] lawyers actually apply it, and the signals that something in my matter crosses into this area and needs referral.

47. Practice a cross-examination

I have a cross-examination coming up. The witness is [role] who testified [summary]. The weakness in their story is [describe]. Role-play as the witness. Answer my questions in character, using the kind of evasions this witness type actually uses. When I ask a weak or open-ended question, say "bad question" and explain why before answering.

48. Turn notes into a CLE outline

I took these rough notes at [CLE/conference session]: [paste]. Turn them into a clean outline I can use: key takeaways (5 bullets), open questions I still have, and a list of action items for my practice.

49. Draft a speaking-engagement pitch

I want to speak at [conference] on [topic]. My angle: [describe]. Target audience: [describe]. Draft: (1) a compelling session title, (2) a 150-word abstract, (3) three key takeaways the audience will leave with, (4) two case studies or examples I will use. Tone: confident but not self-promotional.

50. Build a personal research template

Design a research template I should use every time I open a new matter in [practice area]. Include: standard questions to ask the client, jurisdictional lookups, conflict check dimensions, boilerplate I will reuse, and a default folder structure. It should survive 10 matters before I need to revise it.


How to actually use these

A prompt you run once and throw away is worth very little. A prompt that becomes part of your weekly workflow compounds. Three moves separate lawyers who get marginal value from AI from those who get 4-6 hours back a week:

Save them. Every prompt that returns a usable result goes into a personal prompt library with tags for practice area and matter type. Next time, you tune rather than rewrite.

Score them. When a prompt returns something weak, the problem is almost always in the prompt, not the model. Use the six criteria that make a good prompt to rewrite: clarity, specificity, context, structure, examples, role. One iteration usually doubles output quality.

Version them. The first time a prompt survives three different matters is the moment it becomes a template. Pin the version that works. Keep the old versions too, so you can diff your thinking when the law or the model changes. This is prompts-as-infrastructure applied to legal practice, which is exactly where it belongs.

The lawyers saving the most time aren't using more AI. They are using fewer, better, reusable prompts, organized the way they organize their matter files.


Sources

[1] Wolters Kluwer, 2026 Future Ready Lawyer Survey: 90% of respondents report weekly GenAI use in practice, median 4-6 hours/week saved on non-substantive tasks.

[2] LexisNexis Generative AI & the Legal Profession 2025 report: firms with standardized prompt libraries reported 2.1ร— the per-attorney productivity gain of firms with ad hoc AI use.

[3] Thomson Reuters Future of Professionals 2026: 62% of legal professionals report that prompt reuse is now part of their weekly workflow, up from 18% in 2024.

#ai-prompts#lawyers#legal#contracts#legal-research#discovery#client-communication#compliance#chatgpt#claude#gemini#prompt-templates

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