Analytics Prompts

Reporting, insights and growth experiments.

15 prompts
4 AI models
Beginner Friendly
Analytics prompts
15
AI models supported
3
Parent category
Marketing
Total library
491+

Prompts

15 analytics prompts

Prompts to copy, tweak and ship right now.

Marketing
ChatGPT

Executive SEO Performance Review and Action Plan

This prompt guides SEO leads in generating a comprehensive monthly SEO health report tailored for non-technical executives. It covers critical areas like technical SEO, content performance, and link profiles, providing a diagnostic overview and a prioritized action plan with clear ownership and target dates for strategic implementation.

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Marketing
ChatGPT

Structured Weekly Campaign Performance Readout

This prompt helps social and paid media teams quickly assemble a structured weekly campaign readout. It covers top wins, emerging concerns, spend pacing, creative fatigue signals, and a clear test plan for the upcoming week, ensuring consistent and data-driven stakeholder communication.

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Marketing
ChatGPT

B2B Funnel Conversion Audit: MQL to Opportunity Leak Analysis

This prompt guides marketing and RevOps leaders through a detailed B2B funnel audit. It analyzes MQL-to-SQL-to-opportunity conversion by source, segment, and content path, pinpointing the two biggest leaks. The output includes actionable, high-ROI fixes to optimize pipeline efficiency and drive revenue.

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Marketing
ChatGPT

Define Launch Week Analytics Dashboard for B2B SaaS

This prompt assists growth and analytics leads at a B2B SaaS company in defining a precise launch-week analytics dashboard specification. It outlines core metrics, conversion events, attribution, and an event schema, ensuring critical data informs immediate post-launch decisions

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Marketing
ChatGPT

Strategic Pricing Research Design for New Product Launches

Develop a pricing sensitivity research plan for PMMs, combining Van Westendorp surveys, willingness-to-pay interviews, and analog benchmarking. This creates a structured test specification with hypotheses, design, metrics, guardrails, and a decision framework, essential for pre-launch pricing validation.

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Marketing
ChatGPT

SaaS Signup Funnel Pricing A/B Test Design

Design a comprehensive A/B test specification for pricing changes within a SaaS signup funnel. This prompt helps define test hypotheses, cohort split rules, primary and guardrail metrics, stopping criteria, and decision rules for data-driven pricing optimization.

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Marketing
ChatGPT

Content Performance Dashboard: Revenue Impact Beyond Page Views

Generate a comprehensive reporting specification for a content ROI dashboard, designed for content leaders. This spec defines KPIs like assisted pipeline and content-driven demo requests, outlining dashboard components, reporting cadence, and an optimization backlog to prove content's direct impact on revenue.

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Marketing
ChatGPT

Paid Social Incrementality: Geo-Holdout Test Plan Design

Construct a comprehensive incrementality test plan for paid social. This plan details a geo-holdout design, sample size calculations, primary and guardrail metrics, plus a clear decision rule. It helps growth analytics leads validate campaign impact and optimize budget allocation.

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Marketing
ChatGPT

Social Media Impact Framework: From Engagement to Revenue

This prompt generates a comprehensive social media measurement framework. It outlines a structured approach to track social activity from engagement to revenue, including a dashboard, weekly readout, and optimization backlog for each platform. Designed for social leads reporting to revenue-focused executives.

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Marketing
ChatGPT

Quarterly Content Performance Review Framework

This framework guides content leaders through a quarterly performance review, identifying top-performing assets, underperforming content, and strategic gaps. It culminates in a prioritized optimization backlog with ownership and target dates, streamlining future content planning and resource allocation.

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Marketing
ChatGPT

Email Deliverability Post-Mortem: Root Cause to Prevention

This prompt helps email operations leads create a comprehensive post-mortem template for sudden deliverability incidents. It guides the analysis of inbox placement drops, covering incident timeline, evidence gathering, root cause identification, remediation steps, and long-term prevention strategies for future stability.

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Marketing
ChatGPT

Standardize Event Tracking: Marketing & Product Schema

Create a detailed event-tracking schema for marketing and product data, targeting marketing and analytics engineers. This output includes naming conventions, required properties, ownership assignments, and a governance process for new events, ensuring data consistency across your modern marketing stack.

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Marketing
ChatGPT

Proactive Content Decay Detection System for SEO Teams

For SEO operations teams managing extensive content libraries, this system details an early-warning framework to identify and address content decay. It defines leading indicators, alert thresholds, and a weekly triage workflow to prevent traffic loss and maintain search visibility. This ensures proactive content health management.

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Marketing
ChatGPT

Marketing KPI Tree to Team OKR Alignment

Generate a marketing KPI tree, cascading from company revenue to team OKRs and individual leading indicators. Marketing leaders use this to build a detailed measurement plan, specifying metrics, data sources, reporting, and decisions supported for strategic alignment.

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Marketing
ChatGPT

Evaluating MMM vs MTA: Measurement Strategy for Mid-Market Brands

Develop a comparative evaluation for senior marketing analytics leaders on Marketing Mix Modeling (MMM) vs. Multi-Touch Attribution (MTA). This memo details costs, time to insight, supported decisions, and limitations for a $10-50M media budget, offering a strategic recommendation for the optimal measurement stack.

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Analytics prompts help you produce analytics faster using ChatGPT, Claude, Gemini and more. Browse optimized prompts for marketing workflows — copy, tweak the placeholders, and ship.

Editorial

The analytics prompt library, explained

This is the Analytics hub, part of our broader Marketing collection. You'll find 15 analytics prompts written specifically for this workflow — each one structured to give the AI the role, audience, format and constraints it needs to produce output you can use immediately.

These prompts are built for marketers, growth leads, founders and copywriters who need ad and lifecycle copy that converts. They work across the major AI models — ChatGPT, Claude, Gemini and the leading image and video generators — and they hold up whether you're prompting in a chat window, an editor extension or a workflow tool. Use these when launching a campaign, testing new copy variants, or rewriting an underperforming page.

Why these prompts work: each one starts with a clear role, names the audience or scene, defines the output format and adds 2–3 hard constraints. That structure is what separates a vague AI answer from a usable one. The library is curated so you don't have to test 30 versions of the same prompt to find the one that actually performs — that work is already done.

Expect multiple usable variants per asset, with clear personas, real offers and tested copy structures baked in. You'll occasionally want to regenerate or refine, especially the first time you use a prompt with your own context. Treat each prompt as a starting structure: the variables and constraints stay, the topic and tone become yours.

Read each prompt before you copy it. Swap the placeholders for your real audience, product and constraints, and add one or two marketing-specific details from your own brief. The prompts here are designed to be edited — the more context you bring, the stronger the output.

If this is your first time using AI for analytics, start with the featured prompt below and adapt it to your context. Then explore the related use cases for adjacent workflows that often pair well with this one.

⭐ Editor's Choice

The featured prompt on this page

One prompt we'd ship today. Read why it works, see a preview, and copy it in a click.

Editor's Choice · Tuned for ChatGPT

Executive SEO Performance Review and Action Plan

Why it works · It anchors on the persona and the offer, asks for variants, and bakes in the channel rules — three things most marketing prompts miss.

Best use case

Best for analytics workflows where this prompt guides seo leads in generating a comprehensive monthly seo health report tailored for non-technical executives. it covers critical areas like technical seo, content performance, and link profiles, providing a diagnostic overview and a prioritized action plan with clear ownership and target dates for strategic implementation.

Expected output

3–5 on-brand variants, with the hook, body and CTA structured for the channel you named.

Open full prompt

This prompt guides SEO leads in generating a comprehensive monthly SEO health report tailored for non-technical executives. It covers critical areas like technical SEO, content performance, and link profiles, providing a diagnostic overview and a prioritized action plan with clear ownership and target dates for strategic implementation.

Model comparison

Best AI models for analytics

A ranked shortlist of the models PromptInFlow users reach for first.

  1. #1

    ChatGPT

    General-purpose reasoning

    15 analytics prompts

  2. #2

    Gemini

    Multimodal reasoning

    15 analytics prompts

  3. #3

    Claude

    Long-form writing & analysis

    15 analytics prompts

Prompt Writing Guide

How to write better Analytics prompts

Six habits that consistently produce stronger AI output. Apply them to any prompt on this page.

  1. 1

    Anchor on the audience

    Describe the persona by job, goal and objection. The same ad reads as spam to one persona and a perfect fit to another.

  2. 2

    Name the offer and CTA

    Spell out the product, the offer ("14-day free trial") and the exact action you want the reader to take. Skip this and you'll get a clever sentence with no conversion path.

  3. 3

    Pick one objective

    Awareness, consideration and conversion need different copy. State the funnel stage so the AI doesn't blend frameworks.

  4. 4

    Show, don't tell, the brand voice

    Paste 2–3 lines that sound like your brand. Style transfer beats adjectives every time.

  5. 5

    Ask for variants

    Request 3–5 versions per ad, hook or subject line. Marketing is a numbers game and the second draft usually wins.

  6. 6

    Demand proof

    Tell the model to use the social proof, stats or testimonials you supply — not invented numbers.

Best Practices

Analytics best practices

Apply these in every prompt on this page. Small habits, outsized improvements in output quality.

Always name the persona

Persona, goal, objection. Without these, copy reads like stock.

State the offer

Product, price, urgency, guarantee. Skip and the CTA falls flat.

Lock the channel rules

Character limits, post structure, emoji policy — bake them in.

Ask for 5 variants

Marketing is iteration. The third or fourth variant is usually the winner.

Avoid These

Common Analytics prompt mistakes

The same handful of mistakes are responsible for most weak AI output. Catch them before you hit send.

  • No persona

    Without a target reader, copy defaults to bland and generic. Always name the persona first.

  • No CTA

    If you don't say what action the reader should take, the AI will end on a soft, forgettable line.

  • Stacking goals

    Awareness copy, lead-gen copy and retention copy are different jobs. One prompt, one job.

  • No proof

    Asking for "social proof" without supplying any leads to invented quotes and stats. Always paste the real ones in.

  • Ignoring the channel

    A LinkedIn post is not an X post is not a landing page. Name the channel and its rules.

Pro Tips

Advanced prompt patterns

Side-by-side rewrites that show what separates a weak prompt from a great one.

Instead of

“Write a Facebook Ad.”

Use

“Write 3 Facebook ad variants targeting parents aged 30–45 who already own a competing product. Use an emotional, story-led tone. Each ad: 1 hook line, 3 body lines, 1 strong CTA. Mention the 14-day money-back guarantee.”

Why it works: Audience, tone, structure, count and offer are all pinned.

Instead of

“Write a landing page headline.”

Use

“Write 8 landing page headlines for a project management SaaS targeting agency owners. Each headline under 10 words, lead with the outcome, include one numeric proof point.”

Why it works: Constraints and proof requirements force sharper writing.

Instead of

“Create a marketing strategy.”

Use

“Outline a 90-day go-to-market plan for a $39/mo Notion alternative targeting indie hackers. Include weekly milestones, 3 acquisition channels, expected CAC range and KPIs.”

Why it works: Time horizon and metrics turn strategy into a plan.

Instead of

“Write social posts.”

Use

“Write 5 LinkedIn posts (4 short, 1 long) for a fractional CFO targeting Series A founders. Each one shares a single lesson from a recent client, ends with a question.”

Why it works: Persona, structure and engagement mechanic are explicit.

Instead of

“Write an email subject line.”

Use

“Write 10 email subject lines under 40 characters for a Black Friday SaaS promo. Half should be curiosity-driven, half urgency-driven. No emojis.”

Why it works: Length, mix and style are pinned, and you get variants.

Browse by Model

Every AI model for analytics

Jump into the model hub to see how each one handles this workflow.

Parent category

Browse all Marketing prompts

Analytics is one of 5 marketing workflows on PromptInFlow. Open the full hub for the complete library, FAQs and supported AI models.

Visit Marketing hub

Collections

Prompt collections

Curated groups for different skill levels and goals.

6 prompts

Beginner Prompts

Easy starters with clear placeholders — copy, paste, done.

5 prompts

Advanced Prompts

Multi-step prompts with role, constraints and structured output.

4 prompts

Marketing Prompts

Conversion-focused angles built on proven frameworks.

5 prompts

Professional Prompts

Polished, client-ready outputs for day-to-day work.

FAQ

Analytics prompts, answered

Common questions about these prompts.

Read the AI marketing prompts guide

Reporting prompts are most useful next to the campaigns they measure — see the AI marketing prompts guide for the full channel set.

AI marketing prompts guide

From the blog

Read more about marketing prompts

Guides, playbooks and case studies from the Prompt InFlow blog.

Related searches

People also search for analytics prompts

Popular searches related to this page. Each one links to the closest matching prompt library.

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