LinkedIn Founder Post
ROI-first angle
Use when speaking to founders, agencies, SEO operators, and budget owners who are considering AI SEO or GEO spend.
Before buying AI SEO software or hiring a GEO agency, I think teams should answer one boring question:
How many qualified leads does this need to create before it pays back?
I built a free ROI forecast calculator for that first-pass math. It estimates break-even sales, break-even qualified leads, max CPL, and payback pressure.
It does not guarantee rankings, AI answer inclusion, citations, revenue, or leads. It is a planning guardrail before spending more.
Try it: https://growthpilot-ai.pages.dev/tools/ai-seo-roi-forecast-calculator.html?utm_source=linkedin&utm_medium=social&utm_campaign=roi_forecast
Hacker News / Indie Hackers
Critique-first launch
Use for technical founder communities. Keep the ask honest: feedback, not a manufactured success claim.
Show HN: GrowthPilot AI - one URL to an AI-search and ad test plan
I built a small tool that turns one product or service URL into:
- AI-search visibility findings
- competitor gaps
- ad hooks and break-even math
- SEO/AEO/GEO page ideas
- a 7-day growth test plan
I am looking for critique on the workflow and whether the output is useful enough for founders or agencies before they spend on SEO, GEO, content, or ads.
Launch URL: https://growthpilot-ai.pages.dev/?utm_source=hackernews&utm_medium=community&utm_campaign=show_hn
AI Tool Directory
Submission fields
Use for directories after a durable production URL is live. Avoid paid listings until budget is approved.
Name: GrowthPilot AI
Tagline: One URL to an AI SEO, AEO/GEO, and ad-growth test plan.
Category: AI SEO, marketing automation, growth analytics, ad testing, agency tools
Short description: GrowthPilot AI audits a product, service, SaaS, or agency-client URL, then generates page clarity findings, competitor gaps, ad hooks, paid-media guardrails, SEO/AEO page ideas, and a 7-day growth plan.
Primary URL: https://growthpilot-ai.pages.dev/?utm_source=directory&utm_medium=ai_tool_directory&utm_campaign=first_exposure
Profile: https://growthpilot-ai.pages.dev/directories/
Evidence: https://growthpilot-ai.pages.dev/launch-evidence.html
Agency Partner Outreach
Partner message
Use for low-volume, personalized outreach only. Do not mark a lead until someone replies with real intent.
Subject: quick AI visibility audit idea for {{agency/client type}}
Hi {{name}},
I am testing GrowthPilot AI, a lightweight workflow that turns one URL into AI-search findings, competitor gaps, ad hooks, paid-media math, and a 7-day growth test plan.
The useful agency angle: it can package a first-pass audit before a client spends on SEO, GEO, content, or ads.
If you want, send one public client/product URL and I will run a small sample audit. No ranking or ROI promises, just a practical diagnosis.
Reference: https://growthpilot-ai.pages.dev/partners/?utm_source=email&utm_medium=direct_outreach&utm_campaign=agency_partners
Evidence Record Format
After a real post, submission, reply, or listing exists, record it with this structure. This is what separates useful growth work from wishful dashboard confetti.
channel:
account_or_source:
published_url:
tracking_url:
published_at:
evidence_url_or_screenshot_note:
result_type: posted | accepted | replied | lead | rejected | pending
observed_result:
next_follow_up:
Boundary
GrowthPilot AI provides planning, analysis, launch assets, and operating workflows. Real ad spend, social posting, directory submissions, DMs, email outreach, CRM writes, backlinks, and lead claims require real account authorization and evidence. Temporary previews are useful for QA and small feedback loops, not production launch claims.