# Promptly Market > Systems over prompts. Free, plain-English frameworks and checklists for running marketing with AI. Promptly Market publishes free frameworks, checklists, and playbooks for turning scattered AI tools into one repeatable marketing system. Everything is free to read with no signup. Written for anyone running marketing with AI who has no repeatable system: solo marketers, small teams, business owners, and service businesses. Technical terms are explained in plain language the first time they appear. ## Frameworks - [The AI Content Engine: Stop Buying AI Tools, Start Building a System](https://promptlymarket.com/the-ai-content-engine/): Adding AI to a broken workflow just makes mediocre content faster. Here is the 5-stage AI Content Engine a repeatable system that turns AI into an operating rhythm. - [The Brand Voice OS: A Reference and Review Workflow for AI Drafts](https://promptlymarket.com/the-brand-voice-os/): A five-part editorial framework for documenting brand voice, approved examples and review rules for AI-assisted drafts. - [The Prompt Library System: Stop Rewriting the Same AI Prompt Every Day](https://promptlymarket.com/the-prompt-library-system/): Your best AI prompts vanish into chat history. Turn them into a shared, reusable asset with the Prompt Library System. - [The AEO Scorecard: Log Brand Mentions and Citations in AI Answers](https://promptlymarket.com/the-aeo-scorecard/): A six-part checklist for recording brand mentions and linked sources in AI answers. Results are observations, not a validated visibility score or citation forecast. - [The AI Stack Blueprint: Map Your Marketing AI Tools](https://promptlymarket.com/the-ai-stack-blueprint/): The AI Stack Blueprint is a framework for selecting, integrating, and auditing AI tools across your marketing operations. Stop tool sprawl and build a cohesive AI infrastructure. - [The Differentiation Map: A Framework for Real Positioning](https://promptlymarket.com/the-differentiation-map/): The Differentiation Map helps brands identify and own their unique positioning in crowded markets using AI-powered competitive analysis and messaging strategy. - [The RevOps Loop: Connecting Marketing to Revenue](https://promptlymarket.com/the-revops-loop/): A framework for connecting marketing, sales and customer success through shared source tags, handoffs and retention feedback. - [The Growth System Canvas: See Your Whole Funnel](https://promptlymarket.com/the-growth-system-canvas/): Map funnel stages, acquisition and retention assumptions on one page, then identify the evidence needed for the next decision. - [The Repurposing Engine: Turn One Blog Post Into a Week of Content With AI](https://promptlymarket.com/the-repurposing-engine/): A 4-stage system for turning one pillar article into a week of platform-native content with AI, without writing five separate originals. - [The Consumer Insight Loop: Turn Customer Feedback Into Positioning With AI](https://promptlymarket.com/the-consumer-insight-loop/): A 4-step AI system for mining customer reviews, support tickets, and sales calls for the exact language that should be in your marketing copy. - [The AI Marketing Maturity Curve: 5 Stages From Ad-Hoc to AI Systems](https://promptlymarket.com/the-ai-marketing-maturity-curve/): Five proposed stages for discussing AI marketing workflows and choosing what to review next. This is an editorial model, not a validated maturity assessment. - [The Metrics That Survive AI: Which Marketing KPIs Still Mean Something](https://promptlymarket.com/the-metrics-that-survive-ai/): A practical test for choosing marketing KPIs that connect activity to qualified traffic, pipeline, revenue and retention, with measurement limits. - [AI Search Citations: A Practical Content and Access Review](https://promptlymarket.com/how-to-get-cited-by-chatgpt-perplexity-2026/): A four-part review of content clarity, evidence, service-specific access and sampled AI-answer observations. No guaranteed citation formula or timing promises. - [How to Build an AI Content Calendar (Without Losing Strategic Control)](https://promptlymarket.com/how-to-build-an-ai-content-calendar/): A 5-step system for building an AI content calendar that scales output without losing brand voice or strategy: pick core ideas, map the repurpose, let AI draft inside it, one human checkpoint. - [The Content Gate: How to Quality-Check AI Marketing Output Before It Ships](https://promptlymarket.com/the-content-gate/): Every marketing team using AI right now has the same hidden problem. Content production got 10x faster, but nothing got 10x better at catching the output that is wrong, off-brand, or just… - [The Pricing Ladder: How to Price a Marketing System, Not Just a Tool](https://promptlymarket.com/the-pricing-ladder/): Most marketing teams price the way they were taught to budget: add up the hours, add a margin, call it done. That works for a service. It quietly breaks the moment you… - [The Onboarding Sequence: Audit, Build and Handoff for a New Client](https://promptlymarket.com/the-onboarding-sequence/): A proposed Audit, Build and Handoff framework for client marketing onboarding. Adapt the timeline to scope, access, approvals and team capacity. - [The Competitor Signal Loop: How to Turn Competitor Noise Into Your Next Marketing Move](https://promptlymarket.com/the-competitor-signal-loop/): A weekly three-step system, Scan, Filter, Move, for turning competitor noise into one specific marketing decision instead of a folder of screenshots nobody reopens. - [The Entity Consistency System: How to Build a Brand AI Actually Recognizes](https://promptlymarket.com/the-entity-consistency-system/): A five-step editorial workflow for aligning brand facts across owned surfaces and recording how AI tools describe them. Correct descriptions are not guaranteed. - [The Feedback Loop System: How to Turn Every Customer Reply Into a Better Marketing System](https://promptlymarket.com/the-feedback-loop-system/): A four-stage editorial method for recording customer feedback, reviewing themes and deciding which prompts or copy need a change. - [The Objection Library: Record Buyer Questions and Approved Answers](https://promptlymarket.com/the-objection-library/): A practical workflow for recording buyer questions, approved answers, supporting evidence and review dates. Includes a hypothetical example, not a reported client result. - [The Automation Ladder: Which Marketing Tasks to Give AI First](https://promptlymarket.com/the-automation-ladder/): The Automation Ladder is a running order for handing marketing work to AI: reshape, retrieve, draft, route. Most AI marketing fails on the order, not the tool. - [The Brand Memory Bank: A Dated Reference for Brand Facts](https://promptlymarket.com/the-brand-memory-bank/): Build a dated brand reference for core facts, approved wording and claims to avoid. Check the source version and review AI output before using it. - [The Demand Signal Radar: Finding What to Write Before You Guess](https://promptlymarket.com/the-demand-signal-radar/): A workflow for recording buyer questions, source context and repeated observations to investigate content topics. Includes limits and a hypothetical example, not a conversion claim. - [How Do You Keep AI Chatbots On-Brand? The Voice Mirror System](https://promptlymarket.com/how-to-keep-ai-chatbots-on-brand/): A four-step editorial framework for capturing voice examples, building a reference and testing chatbot drafts against it. ## Articles - [Synthetic Response Review Worksheet: From Generated Claim to Next Check](https://promptlymarket.com/synthetic-response-review-worksheet/): A copyable research review sheet that labels generated claims, identifies missing evidence and assigns the next validation step. - [AI Survey Responses Are Not Customer Evidence: A Practical Review](https://promptlymarket.com/synthetic-survey-responses-research-decisions/): Use synthetic responses to test a research workflow without treating generated opinions as measured customer demand. - [AI Content Release Worksheet: Claims, Owners and Proof](https://promptlymarket.com/ai-content-release-worksheet/): A copyable worksheet for claim evidence, release ownership, destination checks and recovery in AI-assisted marketing. - [How to Measure a Content Operating System: Cycle Time, Rework and Defects](https://promptlymarket.com/measure-content-operating-system/): A practical scorecard and clearly illustrative eight-piece example for measuring content cycle time, review returns and publication defects. - [How Do You Know If You Actually Have an AI Marketing System? A 10-Point Checklist](https://promptlymarket.com/do-you-actually-have-an-ai-marketing-system/): You actually have an AI marketing system when a set of connected steps runs on a schedule without you starting each one by hand, produces work you can trace back to why… - [What Is a RevOps Funnel, and Why Does It Fix the Handoff Marketing Keeps Losing?](https://promptlymarket.com/what-is-a-revops-funnel/): A RevOps funnel is a single, shared pipeline that marketing and sales both work from, using the same lead definitions and the same record system, instead of each team keeping its own… - [How Do You Price a Productised Service? Applying the Pricing Ladder](https://promptlymarket.com/how-to-price-a-productised-service/): Pricing a productised service means replacing an hourly quote with three fixed packages built around outcomes, not hours worked, so a buyer picks a tier instead of negotiating a rate. The work… - [What Is a Brand Voice AI Tool, and Do You Actually Need One?](https://promptlymarket.com/what-is-a-brand-voice-ai-tool/): Style checkers, custom-trained assistants, and voice-analysis dashboards all still need a written voice definition to check against. Here is what these tools actually do and when paying for one is worth it. - [We Checked 50 Software Companies: 55% Cannot Say What They Are in Machine-Readable Form](https://promptlymarket.com/entity-schema-study-50-companies/): Original data on 50 software homepages. 20% publish no Organization schema at all, 32% have no sameAs, and only 45% name their category. - [Schema Markup for Brand Entities: What to Add and What Goes Wrong](https://promptlymarket.com/schema-markup-brand-entities/): Review Organization and Person markup, sameAs links and common implementation errors against the facts on the page. - [What Is a Knowledge Panel, and How Does It Relate to How AI Describes You?](https://promptlymarket.com/what-is-a-knowledge-panel/): A knowledge panel cannot be created, bought or requested. What it actually is, where its data comes from, and what it tells you about AI descriptions. - [The 12 Surfaces That Decide How AI Describes Your Brand](https://promptlymarket.com/brand-description-surfaces/): A review of twelve surfaces where brand descriptions can differ. Use the checklist to find inconsistencies, not as a proven ranking of AI influence. - [What Is Entity Consistency in SEO, and Why Does It Matter More With AI Search?](https://promptlymarket.com/what-is-entity-consistency-seo/): Check whether the sources describing your brand agree on names, categories and core facts, then record and correct the differences you control. - [Why Does ChatGPT Get My Company Wrong, and How Do I Fix It?](https://promptlymarket.com/why-chatgpt-gets-my-company-wrong/): ChatGPT gets your company wrong for one of six reasons. How to diagnose which one applies to you, how to test it properly, and the fix for each. - [Entity Consistency in Press Releases: What It Is and Why It Matters for PR](https://promptlymarket.com/entity-consistency-press-releases/): Review company names, category descriptions and factual claims in a press-release boilerplate against the brand reference. - [AEO vs SEO in 2026: What to Check and Measure](https://promptlymarket.com/aeo-vs-seo-2026/): Compare SEO and answer-engine visibility, review clear answers and source evidence, and test observed results without assuming AI citations. - [What Is AI Content Operations? The Complete System for Scaling Without Losing Quality](https://promptlymarket.com/what-is-ai-content-operations/): A practical workflow for planning, drafting, reviewing and distributing AI-assisted content, with clear ownership and quality checks. - [How to Audit Your AI Marketing Stack in 2026 (Stop Paying for Tools You Don’t Use)](https://promptlymarket.com/how-to-audit-ai-marketing-stack-2026/): Audit tool use, overlapping functions and workflow gaps before deciding which subscriptions to keep. Any savings depend on your actual costs and needs. - [How to Use AI for Marketing Reporting (Without Drowning in Dashboards)](https://promptlymarket.com/how-to-use-ai-for-marketing-reporting/): A four-step workflow for collecting, structuring, interpreting and delivering a marketing report. Review definitions and causal explanations before sharing. - [Free Resource Library: Frameworks, Prompts & Templates](https://promptlymarket.com/assets/): Download Promptly Market's free AI-marketing frameworks, prompt packs, and templates: practical systems you can put to work today. ## Pages - [Marketing Workflow Examples: Three Decisions Before You Publish](https://promptlymarket.com/worked-marketing-decisions/): Three fictional marketing workflow examples: rewrite an unsupported newsletter claim, compare monthly reports fairly and repurpose an article without inventing proof. - [Entity Consistency Checker: Free Tool](https://promptlymarket.com/entity-consistency-checker/): Paste a domain and see exactly what a machine reading its homepage can tell about it: whether Organization schema exists, whether the description names a real category or… - [Home](https://promptlymarket.com/): Free, plain-English playbooks to run your marketing with AI. Get found, sound like your brand, and turn AI into results. No jargon, built by an operator. - [Free AI Marketing Audit](https://promptlymarket.com/consulting/): Free · 4 audits a monthGet a free 20-minute AI marketing auditShow me your marketing. I'll give you 3 specific fixes you can use this week, and show… - [Free Website Content Self-Checklist](https://promptlymarket.com/aeo-scorecard-tool/): Website Content Self-Checklist Check 12 statements about your own website. Points summarize your answers using editorial weights, not validated ranking factors. This tool does not inspect your site,… - [Contact](https://promptlymarket.com/contact/): CONTACTGet in touchQuestions, partnerships, or feedback? Send a note and get a reply soon. Promptly Market is built and run by an operator: a marketer with hands-on B2B… - [Marketing Operating System: Workflow, Ownership and Proof](https://promptlymarket.com/marketing-operating-system/): Connect research, decisions, production, release and verified outcomes in one marketing operating system. Includes a practical recovery workflow. - [Marketing Operations](https://promptlymarket.com/marketing-operations/): Automate marketing operations and build growth loops that compound. RevOps and automation frameworks for systems that scale without babysitting. - [Brand Strategy](https://promptlymarket.com/brand-strategy/): Build a brand AI can't commoditize. Positioning and brand-voice systems that compound and differentiate you in an AI-saturated market. - [AI Marketing Systems](https://promptlymarket.com/ai-marketing-systems/): Implement AI across your marketing stack without losing strategy or brand voice. Frameworks and templates to build a repeatable AI marketing system. - [Frameworks](https://promptlymarket.com/frameworks/): A free library of practical AI marketing frameworks across three pillars: systems, brand, and automation. Repeatable systems built for marketers who ship. - [Start Here](https://promptlymarket.com/start-here/): Get the free AI Marketing Systems Starter Kit plus one battle-tested framework every week. Turn AI into a marketing system that actually scales. - [Newsletter](https://promptlymarket.com/newsletter/): The Promptly Market Newsletter One system beats seventeen tools. A short weekly email for marketers and business owners who want to run AI as a repeatable system, not… - [About](https://promptlymarket.com/about/): Promptly Market turns the noise of AI tools into practical frameworks and operating systems, helping marketers adopt AI with clarity, confidence, and execution. - [Blog](https://promptlymarket.com/blog/): Deep dives, frameworks, and playbooks on building marketing systems with AI. Practical insights for marketers, minus the hype.