AutoGPT

Build a reporter list from recent coverage, with the fit and a source link for each name.

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Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.

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Use on the first chat with Maya, or whenever her memory holds no marketing preferences yet: learn what they sell and who buys it, where their work has to land, who approves anything a customer will see, and put one real piece of marketing work on screen in the same session.

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Use on the first chat with Max, or whenever their memory has no sales preferences yet: learn the book they sell into and put one real read in front of them.

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Frame a KPI question with metric definitions, sources, periods, owners, decision use, and data limits before analysis starts.

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Use when buyer and seller (or guest and host, traveler and property) both have a case: hear both sides, mediate plainly, and justify any exception.

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Use when growing a travel or marketplace partner's revenue through their listing content, rates, promos, and partner-tool reads.

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Plan a launch's messages, channels, owners, timing, and approvals on one page.

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When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers.

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When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.

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Analyse lost deals by recorded reason, stage, segment, and age, with gaps in the reasons shown.

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Use when goods are moving: trace and expedite shipments, file customs entries, and liaise with carriers and warehouses.

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Use when a finalist emerges and the offer needs shaping, approving, negotiating, or closing to a signed yes — composition, letter, approvals, and the dated close plan.

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Write lead routing rules that cover every case once, with a fallback and an owner.

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Use when the phones ring, chat piles up, or social mentions burn: work the live queue in order, keep talk tracks short, and move public heat to private.

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When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding.

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Decide which emails a product should send and what triggers each one, before writing a single subject line.

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Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.

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Build a sourced investor target list from published stage, sector, geography, cheque range, portfolio, and conflict facts.

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Set up a controlled fundraising and investor-relations workspace with approved sources, audiences, owners, and disclosure rules.

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Compare each ad's promise with its landing page and list the gaps that cost conversions.

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Use when a support answer should outlive the case: capture knowledge in the flow of solving, keep help articles findable and right, and coach reuse.

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Draft a knowledge base article from a resolved issue or common question. Use when a ticket resolution is worth documenting for self-service, the same question keeps coming up, a workaround needs to be published, or a known issue should be communicated to customers.

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Discover what customers truly need by analyzing the "job" they hire your product to do. Use when the user mentions "customer discovery", "why customers churn", "what job does this solve", "competing against luck", "product-market fit", "switching behavior", "milkshake moment", or "functional vs emotional jobs". Also trigger when investigating why users choose competitors, designing features around real customer needs, or reframing a value proposition. Covers JTBD interviews, competition analysis, and jobs-oriented roadmaps. For product positioning, see obviously-awesome. For rapid validation, see design-sprint. For non-leading interview technique, see mom-test.

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