← PrePilot LiteCONTENT HISTORYWHAT CHANGED · RULE-BASED ANALYSIS
changed
changed
Update to PrePilot Lite
Snapshot Oct 9, 2026 · 00:05 UTC · version 0.1.0
Package or technical metadata updated
Discoverability changed from “UNLISTED” to “LISTED”.
Observed in package metadata. These changes alone do not establish a new customer-facing feature.
Discoverability
Before
UNLISTED
After
LISTED
Share url
Before
Not present
After
https://chatgpt.com/plugins/plugins_6a78f4659d108191877f1a968a4ae987?open_in_app
Compare saved observations
Download comparison JSONFull technical diff · 2 changed fields
changed /discoverability
BEFORE
"UNLISTED"
AFTER
"LISTED"
changed /share_url
BEFORE
null
AFTER
"https://chatgpt.com/plugins/plugins_6a78f4659d108191877f1a968a4ae987?open_in_app"
Full snapshot data
{
"canonical_app_id": null,
"connector_id": null,
"created_at": "2026-08-09T21:52:59.376887Z",
"discoverability": "LISTED",
"id": "plugins_6a78f4659d108191877f1a968a4ae987",
"is_template": false,
"name": "prepilot-for-marketing",
"release": {
"app_ids": [],
"app_manifest": null,
"app_templates": [],
"description": "A skills-only PrePilot marketing plugin for research, strategy, paid media, content, SEO, GEO/AEO, CRO, lifecycle, growth, measurement, launches, localization, and quality review.",
"display_name": "PrePilot Lite",
"id": "pluginrel_772f0b16f278819181dcdf92a0016dd6",
"interface": {
"brand_color": "#FE5F03",
"capabilities": [
"Marketing request routing",
"Customer and competitor research",
"Positioning and messaging",
"Campaign and launch planning",
"Paid media planning and review",
"Copy and content production",
"SEO and GEO/AEO planning",
"CRO and funnel analysis",
"Lifecycle email planning",
"Growth experimentation",
"Analytics and measurement",
"MENA localization and quality review"
],
"category": "Business & Operations",
"composer_icon_dark_url": null,
"composer_icon_url": "https://files.openai.com/content?id=file_00000000d01481f491f51535cd6524e0",
"default_prompt": "Build a digital marketing plan from my current context and tell me what evidence is missing.",
"default_prompts": [
"Build a digital marketing plan from my current context and tell me what evidence is missing.",
"Audit this campaign and prioritize the changes most likely to matter.",
"Turn this brief into channel-ready marketing work with a clear measurement plan."
],
"developer_name": "Mamdouh Aboammar",
"logo_url": "https://files.openai.com/content?id=file_00000000648481f491f930b8f8c2e1b0",
"logo_url_dark": null,
"long_description": "A Lite Version Of PrePilot marketing plugin that turns broad marketing requests into focused workflows for research, strategy, campaigns, copy, content, paid media, SEO, GEO/AEO, CRO, lifecycle, growth experiments, analytics, launches, MENA localization, and final quality review. It is skills-only and does not require an MCP server or external account.",
"plugin_category_id": "business & operations",
"privacy_policy_url": "https://app.prepilot-system-agency.space/privacy",
"screenshot_urls": [],
"short_description": "Practical marketing workflows",
"terms_of_service_url": "https://app.prepilot-system-agency.space/terms",
"website_url": "https://app.prepilot-system-agency.space/"
},
"keywords": [
"marketing",
"strategy",
"copywriting",
"paid-media",
"seo",
"geo",
"cro",
"growth",
"analytics",
"prepilot"
],
"mcp_servers": [],
"onboarding_skill_name": null,
"requires_local_executor": false,
"skills": [
{
"description": "Use when the user needs KPI design, tracking plans, events, UTMs, attribution, dashboards, campaign measurement, experiment readbacks, anomaly analysis, CAC/LTV/ROAS logic, or a way to connect marketing activity to business outcomes.",
"interface": {
"brand_color": null,
"default_prompt": "Use Analytics and Measurement to help with this marketing task.",
"display_name": "Analytics and Measurement",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "chart",
"short_description": "Plan KPIs, tracking, attribution, and readbacks."
},
"name": "analytics-measurement",
"plugin_release_skill_id": "pluginrsk_6a78f46811ac8191b20df7038b58052a"
},
{
"description": "Use when the user wants blog strategy, topic selection, briefs, outlines, article writing, editing, fact-checking, content refreshes, internal linking, SEO alignment, GEO readiness, or repurposing.",
"interface": {
"brand_color": null,
"default_prompt": "Use Blog Engine to help with this marketing task.",
"display_name": "Blog Engine",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Plan, write, audit, and refresh useful blog content."
},
"name": "blog-engine",
"plugin_release_skill_id": "pluginrsk_6a78f4713d888191a0974813c9042938"
},
{
"description": "Use when the user needs a reusable marketing context for a brand, product, client, campaign, or offer. Captures audience, pains, alternatives, differentiation, proof, objections, voice, goals, and constraints.",
"interface": {
"brand_color": null,
"default_prompt": "Use Brand Context Builder to help with this marketing task.",
"display_name": "Brand Context Builder",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Build reusable brand and product marketing context."
},
"name": "brand-context",
"plugin_release_skill_id": "pluginrsk_6a78f46937e48191bae2f9e5502b5f8d"
},
{
"description": "Use when the user needs a campaign brief or integrated campaign plan with objective, audience, message, offer, channel roles, assets, budget logic, timeline, measurement, dependencies, and launch readiness.",
"interface": {
"brand_color": null,
"default_prompt": "Use Campaign Planning to help with this marketing task.",
"display_name": "Campaign Planning",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Plan integrated campaigns from brief to measurement."
},
"name": "campaign-planning",
"plugin_release_skill_id": "pluginrsk_6a78f46aaa7881919cc277a9c1f1b958"
},
{
"description": "Use when the user wants competitor research, category analysis, positioning comparison, offer comparison, content or channel gaps, battlecards, alternative pages, or a market narrative scan.",
"interface": {
"brand_color": null,
"default_prompt": "Use Competitive Intelligence to help with this marketing task.",
"display_name": "Competitive Intelligence",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "search",
"short_description": "Compare competitors and category evidence."
},
"name": "competitive-intelligence",
"plugin_release_skill_id": "pluginrsk_6a78f46e96008191b5df9a60e4139572"
},
{
"description": "Use when the user needs a content strategy, editorial direction, topic architecture, content pillars, format mix, distribution plan, repurposing plan, calendar logic, or a way to decide what content to create.",
"interface": {
"brand_color": null,
"default_prompt": "Use Content Strategy to help with this marketing task.",
"display_name": "Content Strategy",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Plan content territories, formats, and distribution."
},
"name": "content-strategy",
"plugin_release_skill_id": "pluginrsk_6a78f472154c81919e412e811073c703"
},
{
"description": "Use when the user wants to write, rewrite, sharpen, or review marketing copy for landing pages, websites, ads, emails, product pages, sales pages, CTAs, scripts, or campaign assets.",
"interface": {
"brand_color": null,
"default_prompt": "Use Marketing Copywriting to help with this marketing task.",
"display_name": "Marketing Copywriting",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Write clear, evidence-backed marketing copy."
},
"name": "copywriting",
"plugin_release_skill_id": "pluginrsk_6a78f46b39d081919ae6a03f3eb43970"
},
{
"description": "Use when the user needs ad angles, hooks, creative briefs, test matrices, fatigue diagnosis, message tests, visual concepts, UGC directions, or a structured way to learn which creative idea drives better response.",
"interface": {
"brand_color": null,
"default_prompt": "Use Creative Testing to help with this marketing task.",
"display_name": "Creative Testing",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "radar",
"short_description": "Design meaningful creative hypotheses and tests."
},
"name": "creative-testing",
"plugin_release_skill_id": "pluginrsk_6a78f469f4fc8191984afba1acdf2afb"
},
{
"description": "Use when the user wants to improve landing pages, websites, forms, signup, checkout, onboarding, funnels, conversion paths, message match, trust, friction, or test priorities.",
"interface": {
"brand_color": null,
"default_prompt": "Use CRO and Funnel to help with this marketing task.",
"display_name": "CRO and Funnel",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "chart",
"short_description": "Diagnose conversion friction and prioritize tests."
},
"name": "cro-funnel",
"plugin_release_skill_id": "pluginrsk_6a78f46f9be08191aa584403f00d05ed"
},
{
"description": "Use when the user wants to understand customers, buyers, users, pains, triggers, objections, Jobs-to-Be-Done, buying language, or patterns in interviews, reviews, calls, communities, surveys, and support data.",
"interface": {
"brand_color": null,
"default_prompt": "Use Customer Research to help with this marketing task.",
"display_name": "Customer Research",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "search",
"short_description": "Synthesize customer evidence into useful insights."
},
"name": "customer-research",
"plugin_release_skill_id": "pluginrsk_6a78f46d88408191833251810f41625c"
},
{
"description": "Use when the user needs lifecycle email strategy, welcome, nurture, activation, onboarding, abandoned flow, post-purchase, retention, win-back, newsletter, cold outbound, segmentation, frequency, or sequence copy.",
"interface": {
"brand_color": null,
"default_prompt": "Use Email Lifecycle to help with this marketing task.",
"display_name": "Email Lifecycle",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Plan lifecycle sequences, logic, and email copy."
},
"name": "email-lifecycle",
"plugin_release_skill_id": "pluginrsk_6a78f46bf52881918adeaf099e78f38b"
},
{
"description": "Use when the user wants visibility in AI-generated answers, citations, answer influence, entity consistency, AI-search content structure, AEO/GEO audits, citation readiness, or monitoring across AI answer surfaces.",
"interface": {
"brand_color": null,
"default_prompt": "Use GEO and AEO to help with this marketing task.",
"display_name": "GEO and AEO",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "radar",
"short_description": "Improve AI answer visibility and citation readiness."
},
"name": "geo-aeo",
"plugin_release_skill_id": "pluginrsk_6a78f46a862881918c7e2244834b54d0"
},
{
"description": "Use when the user wants growth ideas, acquisition or retention experiments, growth loops, referral mechanics, activation ideas, experiment prioritization, or a disciplined way to test growth hypotheses.",
"interface": {
"brand_color": null,
"default_prompt": "Use Growth Experiments to help with this marketing task.",
"display_name": "Growth Experiments",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Design growth hypotheses, tests, and readbacks."
},
"name": "growth-experiments",
"plugin_release_skill_id": "pluginrsk_6a78f469d1948191b2a163ee6b028606"
},
{
"description": "Use when the user needs a product launch, feature launch, go-to-market plan, launch tier, readiness checklist, message house, channel mobilization, sales enablement, launch timeline, or post-launch readback.",
"interface": {
"brand_color": null,
"default_prompt": "Use Launch and GTM to help with this marketing task.",
"display_name": "Launch and GTM",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Plan product launches and go-to-market execution."
},
"name": "launch-gtm",
"plugin_release_skill_id": "pluginrsk_6a78f469129c81918c8afa3f4d1d6e40"
},
{
"description": "Use when the user wants behavioral science, decision psychology, mental models, persuasion analysis, friction diagnosis, choice architecture, trust, motivation, or habit principles applied to a marketing problem.",
"interface": {
"brand_color": null,
"default_prompt": "Use Marketing Psychology to help with this marketing task.",
"display_name": "Marketing Psychology",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "radar",
"short_description": "Apply behavioral science to marketing decisions."
},
"name": "marketing-psychology",
"plugin_release_skill_id": "pluginrsk_6a78f46823288191a8a3319fdb2060d6"
},
{
"description": "Use to review marketing work before it is published, spent against, presented to a client, or treated as a decision. Checks evidence, clarity, audience fit, claims, consistency, channel fit, execution readiness, measurement, and generic AI-style writing.",
"interface": {
"brand_color": null,
"default_prompt": "Use Marketing Quality Gate to help with this marketing task.",
"display_name": "Marketing Quality Gate",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "search",
"short_description": "Review marketing work before it is acted on."
},
"name": "marketing-quality",
"plugin_release_skill_id": "pluginrsk_6a78f47078748191883a40bd0ef8b2fb"
},
{
"description": "Use when the user needs a marketing direction, annual or quarterly plan, channel priorities, growth thesis, budget logic, objectives, funnel choices, or a strategy that connects market evidence to execution.",
"interface": {
"brand_color": null,
"default_prompt": "Use Marketing Strategy to help with this marketing task.",
"display_name": "Marketing Strategy",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Make focused marketing choices and plans."
},
"name": "marketing-strategy",
"plugin_release_skill_id": "pluginrsk_6a78f46fdad881919c4cd11f37c03724"
},
{
"description": "Use when marketing work needs adaptation for Egypt, Saudi Arabia, UAE, Qatar, GCC, or broader Arabic-speaking markets, including Arabic copy, dialect, code-switching, cultural fit, currency, CTA length, RTL, and market-specific context.",
"interface": {
"brand_color": null,
"default_prompt": "Use MENA Localization to help with this marketing task.",
"display_name": "MENA Localization",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Adapt marketing work for Egypt and GCC markets."
},
"name": "mena-localization",
"plugin_release_skill_id": "pluginrsk_6a78f46c620481919dbdfba31fff2615"
},
{
"description": "Use when the user wants to design or improve an offer, package, price, guarantee, bonus, trial, promotion, value framing, monetization model, or pricing test.",
"interface": {
"brand_color": null,
"default_prompt": "Use Offer and Pricing to help with this marketing task.",
"display_name": "Offer and Pricing",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "chart",
"short_description": "Design offers, packages, pricing, and tests."
},
"name": "offer-pricing",
"plugin_release_skill_id": "pluginrsk_6a78f46c79988191b3fcd31eadc5e598"
},
{
"description": "Use when the user needs paid-media strategy, account review, budget allocation, campaign structure, audience strategy, bidding logic, Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, creative planning, pacing, or spend diagnosis.",
"interface": {
"brand_color": null,
"default_prompt": "Use Paid Media to help with this marketing task.",
"display_name": "Paid Media",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "chart",
"short_description": "Plan and review paid media with evidence guardrails."
},
"name": "paid-media",
"plugin_release_skill_id": "pluginrsk_6a78f46f0220819180844e94b02d8796"
},
{
"description": "Use when the user needs positioning, value proposition, message hierarchy, message house, category framing, audience-specific messaging, proof architecture, or a sharper reason to choose the product.",
"interface": {
"brand_color": null,
"default_prompt": "Use Positioning and Messaging to help with this marketing task.",
"display_name": "Positioning and Messaging",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Build positioning, messaging, proof, and objections."
},
"name": "positioning-messaging",
"plugin_release_skill_id": "pluginrsk_6a78f46aefb88191b69f38f5c2740bbd"
},
{
"description": "Use for any broad or multi-part marketing request. Classifies the job, selects the smallest useful set of PrePilot marketing skills, sequences them, and keeps evidence, execution, QA, and measurement aligned.",
"interface": {
"brand_color": null,
"default_prompt": "Use PrePilot Marketing Router to help with this marketing task.",
"display_name": "PrePilot Marketing Router",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "hierarchy",
"short_description": "Route marketing requests to the right workflow."
},
"name": "prepilot-router",
"plugin_release_skill_id": "pluginrsk_6a78f46d94b88191864661883bb2bedc"
},
{
"description": "Use when the user needs SEO strategy, keyword research, content gaps, on-page SEO, technical SEO diagnosis, internal linking, site architecture, local SEO, programmatic SEO, schema planning, or organic-search prioritization.",
"interface": {
"brand_color": null,
"default_prompt": "Use SEO to help with this marketing task.",
"display_name": "SEO",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "search",
"short_description": "Plan and diagnose organic search work."
},
"name": "seo",
"plugin_release_skill_id": "pluginrsk_6a78f46917608191bcdaff7b2b64d9c9"
},
{
"description": "Use when the user wants social media strategy or content for LinkedIn, X, Instagram, TikTok, Facebook, YouTube Shorts, or similar channels, including hooks, post concepts, scripts, calendars, and repurposing.",
"interface": {
"brand_color": null,
"default_prompt": "Use Social Content to help with this marketing task.",
"display_name": "Social Content",
"icon_large_url": null,
"icon_small_url": null,
"iconography": "pen",
"short_description": "Plan and create channel-native social content."
},
"name": "social-content",
"plugin_release_skill_id": "pluginrsk_6a78f46b72c08191962f88aa02654582"
}
],
"version": "0.1.0"
},
"scope": "GLOBAL",
"share_url": "https://chatgpt.com/plugins/plugins_6a78f4659d108191877f1a968a4ae987?open_in_app",
"status": "ENABLED"
}SHA-256 of public snapshot: 54a0704eac6be681b8e4a38fe3f363f2ca55f14e5255c753adb1f0b91c4f617c