Prompts that actually do real work.
32 battle-tested prompts for GEO audits, AI search visibility, content optimization, and AI workflow design. Copy any one and run it today. No signup required.
If you're new, run these three first.
A GEO audit, a content fix, and the meta-prompt that makes every other prompt better. They cover the breadth of the library and each takes under 30 minutes to run.
Citation Share Audit Across AI Engines
Run a fixed panel of high-intent prompts across ChatGPT, Claude, Perplexity, and Google AI Overviews to score brand visibility and citation share.
View prompt → ★ Start hereFAQ Generator from an Existing Page
Extract real buyer questions from an existing page and generate FAQ-schema-ready answers that match the page's voice and substance.
View prompt → ★ Start hereMeta-Prompt Optimizer
Take a weak or inconsistent prompt and rewrite it using 2026 best practices: XML structure, literal instructions, output contracts, and hallucination guards.
View prompt →No prompts match that tag yet.
GEO Audit
7 promptsAI Overview Presence Tracker
Determine whether a target query triggers a Google AI Overview, who is cited inside it, and what content shape the cited sources share.
Brand-in-Answer Visibility Check
Quick single-prompt check to see whether a target brand appears in an AI-generated answer for a specific buyer query.
Branded SERP Audit for Entity Authority
Audit what surfaces when someone searches your brand name: knowledge panel, AI Overview, social profiles, reviews, and any low-quality results that can erode trust.
Citation Share Audit Across AI Engines
Run a fixed panel of high-intent prompts across ChatGPT, Claude, Perplexity, and Google AI Overviews to score brand visibility and citation share.
Competitor Citation Comparison
Score your brand against three competitors on the same prompt panel to identify where you are winning, losing, or invisible in AI search.
E-E-A-T Signal Audit for a Page
Score a page's expertise, experience, authoritativeness, and trust signals using the same dimensions Google's quality raters and AI retrieval systems weight.
Reddit and Forum Citation Finder
Find every Reddit thread, Stack Exchange answer, Hacker News post, and niche forum discussion where your brand or category is mentioned, scored by AI-citation potential.
Content & Editorial
10 promptsHeadline Variant Tester
Generate 5 headline variants for any piece of content and rank them on three dimensions (specificity, curiosity, fit-for-buyer) with rationale per variant.
Newsletter Draft from Raw Notes
Take 5 to 15 bullets of rough notes and draft a coherent newsletter issue with a hook, one main idea, and a clean closing.
Comparison Page Outline Generator
Generate the structure for a 'X vs Y' or 'best X' comparison page that ranks in Google, gets cited in AI Overviews, and converts buyers in a comparison stage.
Entity Clarity Rewrite for Service and About Pages
Tighten entity references on a key page so AI engines can reliably identify what the brand is, who it serves, and how it fits in its category.
FAQ Generator from an Existing Page
Extract real buyer questions from an existing page and generate FAQ-schema-ready answers that match the page's voice and substance.
Glossary Entry Generator for AI Citation
Write clean, definition-style glossary entries optimized for AI engines to extract and cite directly. Each entry follows the structure retrieval systems prefer.
Internal Linking Audit for a Page
Identify missing internal links from a page to other relevant pages on the site, with specific anchor-text suggestions and a priority order.
Passage Extraction Rewrite for AI Citation
Rewrite existing paragraphs into self-contained, extractable passages that AI engines can pull and cite directly in generated answers.
Schema Markup Generator from a Page
Generate validated JSON-LD schema markup (Article, Product, Service, FAQ, HowTo, Organization, BreadcrumbList) for any page based on its actual visible content.
Topic Cluster Builder
Design a pillar-and-spoke content architecture for a topic, including the pillar page, supporting articles, internal link map, and priority order.
Workflow & Business
6 promptsHiring Rubric Generator
From a job description, produce a structured candidate rubric with skills weights, evaluation prompts per skill, and red flags to listen for during interviews.
Vendor Selection Scorecard
Compare 3 to 5 vendors against named criteria with weighted scores, plus a 'watch list' of risks per vendor and a single recommendation.
AI Readiness Assessment for a Business Process
Evaluate which parts of an existing business process are agent-ready, which need human-in-the-loop, and which should stay fully manual.
Content Refresh Prioritization
Score a backlog of older posts by refresh ROI and decide which to update first, which to consolidate, and which to retire.
Human Handoff Map for Agent Workflows
Generate a documented list of every point in an agent-driven workflow where a human must review or approve before the next step runs.
Meta-Prompt Optimizer
Take a weak or inconsistent prompt and rewrite it using 2026 best practices: XML structure, literal instructions, output contracts, and hallucination guards.
Productivity
5 promptsCalendar Audit for Focus Time
Take a week of meeting titles and durations and return a focus-time audit identifying meetings to decline, batch, shorten, or replace with async.
Email Reply Drafter in Three Variants
Draft three reply variants (acknowledge-only, action-oriented, escalating) for an inbound email with specific tone and length controls.
Customer Review Synthesis
Turn 50 to 200 customer reviews into a structured insight brief: top themes, sentiment-weighted strengths and weaknesses, persona signals, and content opportunities.
Meeting Notes to Action Items
Convert raw meeting transcripts into clean, owner-tagged action items with due dates that go straight into your task system.
Research Synthesis from Multiple Sources
Turn five to ten sources on the same topic into a structured research brief with citations, agreements, disagreements, and a confidence read.
Personal Brand & Thought Leadership
4 promptsAuthor Bio Refresh in Three Lengths
Take a generic existing bio and tighten it into three lengths (one-liner, paragraph, full bio) with specific named achievements replacing generic credentials.
LinkedIn Post from a Blog Article
Repurpose a long-form blog post into a LinkedIn post that earns engagement on its own terms, without summarizing the article away.
Podcast Guest Pitch Drafter
Write a pitch to a specific podcast host that names the show, names the angle, and offers three episode topics tied to recent episodes the host has actually run.
Thought Leadership Essay Planner
Outline an opinion piece with a clear claim, the contrarian angle, three pieces of evidence, and a closing the reader can act on.
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