We Launched on Product Hunt: Why We Built Foglift for AI Search Visibility

Your Brand Is Invisible in AI Search

Something fundamental has changed about how people find products and services. Millions of potential customers now skip Google entirely and go straight to ChatGPT, Perplexity, Claude, or Gemini. They type questions like “What's the best project management tool for remote teams?” or “Which CRM works best for startups?” and the AI gives them a direct answer — a short list of recommendations, sometimes with explanations for each.

If your brand isn't on that list, you don't just rank lower. You don't exist. There's no page two of AI search. There's no snippet you can optimize. The AI either mentions you or it doesn't.

We started digging into this in late 2025 and what we found was alarming. Brands spending tens of thousands on traditional SEO were completely invisible in AI-generated answers. Companies with strong domain authority on Google were being overlooked by ChatGPT. Businesses that dominated their niche in organic search were nowhere to be found when Perplexity answered questions about their industry.

The worst part? Most of them had no idea. Without monitoring tools for AI search, there was no way to know what these engines were saying about you — or whether they were saying anything at all.

Why We Built Foglift

We looked at the existing landscape of SEO and visibility tools and saw a clear blind spot. Tools like Ahrefs, SEMrush, and Moz are excellent at what they do — tracking Google rankings, analyzing backlinks, and monitoring keyword positions. But they were built for a world where Google was the only search engine that mattered.

That world is ending. AI-powered search is growing exponentially, and a new category of optimization has emerged: Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO). These disciplines focus on making your content visible not just to search crawlers, but to the AI models that synthesize answers from web content.

The problem was that the tools didn't exist yet. You couldn't log into a dashboard and see “ChatGPT mentions you for 12 of 50 tracked prompts” the way you could see keyword rankings in Google Search Console. You couldn't get alerts when Perplexity stopped recommending you. You couldn't score your content's readiness for AI citation.

So we built Foglift. A single platform that combines traditional SEO auditing with GEO and AEO monitoring. One tool that answers the question every brand should be asking: “What do AI search engines say about us?”

What Makes Foglift Different

There are a handful of early GEO tools on the market. Here's what sets Foglift apart.

Combined SEO + GEO in One Platform

Most tools make you choose: traditional SEO or AI optimization. Foglift does both. Every audit gives you a complete website audit — meta tags, structured data, performance, accessibility, security headers — alongside an AI visibility check across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overview. You get one score, one report, one set of action items.

Free Unlimited Website Audits (No Signup Required)

We believe everyone should be able to check their website's health without creating an account or entering a credit card. Foglift's free website scan runs a comprehensive 100+ check audit on any URL, instantly. No limits, no paywalls, no trial periods. The AI visibility check on the free tier covers one prompt — enough to see how the system works and whether you need to take action.

API, CLI, and MCP Connector on Every Paid Tier

This is a big one. Most SaaS tools gate their API behind enterprise plans costing $500/month or more. Foglift includes full API access, a CLI tool, and an MCP connector starting at Launch ($49/month). If you want to integrate GEO monitoring into your CI/CD pipeline, your internal dashboards, or your agency workflow, you can do it on day one without negotiating an enterprise contract.

Real Browser Automation for Accuracy

Some tools check AI visibility by calling APIs or scraping cached responses. Foglift uses real browser automation — it literally opens ChatGPT, Claude, and Perplexity in a browser, sends your prompts, and reads the actual responses. This means you see exactly what your customers see, including real-time search results, not stale or approximated data.

AEO Content Score with Actionable Recommendations

Foglift doesn't just tell you whether AI engines mention you. It gives you an AEO Content Score that measures how ready your content is for AI citation. The score is broken down into specific factors — structured data quality, entity clarity, factual density, citation readiness — each with concrete recommendations. Not vague advice like “improve your content.” Specific steps like “Add FAQ schema to your pricing page” or “Your Organization JSON-LD is missing the foundingDate property.”

Daily Monitoring with Alerts

AI search results change constantly. A brand that ChatGPT recommends today might disappear tomorrow if a competitor publishes better content or OpenAI updates its model. Foglift's monitoring runs daily, tracks changes over time, and sends you alerts when your visibility shifts. You'll know the moment ChatGPT drops you from its recommendations for a key query — not three months later when revenue dips.

Product Hunt Launch Special: 30% Off for 3 Months

To celebrate our Product Hunt launch, we're offering an exclusive deal for the PH community.

The promo code works at checkout and applies automatically to the first three billing cycles. No annual commitment required — you can cancel anytime. We'd rather earn your business month over month than lock you in.

What's Next: Our Roadmap

Launching on Product Hunt is a milestone, not a finish line. Here's what we're building next:

• Zapier and Make integrations — Connect Foglift to your existing marketing stack. Trigger workflows when AI visibility changes, auto-sync reports to Google Sheets, or push alerts to your team's Slack.
• More AI engines — We're adding coverage for Microsoft Copilot, Meta AI, and regional AI search tools. The goal is to monitor every AI engine your customers might use.
• Agency white-label — If you run an SEO or marketing agency, you'll be able to white-label Foglift reports with your own branding and deliver AI visibility data to your clients under your own name.
• AI Content Briefs — Automated content recommendations based on what AI engines are actually looking for in your industry. Not keyword-stuffed suggestions — specific guidance on structure, entities, and facts to include.
• Competitor benchmarking — Side-by-side comparison of your AI visibility against competitors, with trend analysis and share-of-voice tracking across all monitored engines.

We publish our product roadmap publicly and take feature requests seriously. Many of the features above came directly from beta user feedback.

How You Can Support Foglift

Foglift launched on Product Hunt on March 24. Here's how you can still help us grow:

Why This Matters Right Now

AI search adoption is accelerating. ChatGPT has over 200 million weekly active users. Perplexity handles millions of queries daily. Google's AI Overviews appear on a growing percentage of search results. Claude is becoming the go-to for developer and business research. The shift from “ten blue links” to “one synthesized answer” isn't coming — it's already here.

The brands that start monitoring and optimizing for AI search today will have a compounding advantage over those who wait. Every month you're not tracking AI mentions is a month where competitors could be quietly taking your share of voice in these new channels.

Foglift exists to make that invisible channel visible. To give you data where there was guesswork. To turn AI search optimization from a buzzword into a measurable, repeatable discipline.

We're a small, scrappy team and we've built this from the ground up. We launched on Product Hunt on March 24 and we'd love to hear what you think.

Frequently Asked Questions

Fundamentals: Learn about GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) — the two frameworks for optimizing your content for AI search engines.