ProductApril 15, 2026 · 18 min read

How AIExposureTool Helps You Get Recommended by ChatGPT, Claude & Gemini — And What We Don't Do

No black boxes, no magic promises. Here is exactly what our platform does to help your brand show up in AI answers — every step, every feature, with real examples — plus an honest list of what you still need to do yourself. We built this post so you know exactly what you're getting.

Part 1: What We Do For You

8 specific things AIExposureTool handles — from your first scan to continuous monitoring.

1Scan Your Site in 60 Seconds

Enter your URL. In about 60 seconds, we scan your site across 25+ AI visibility signals in 6 categories and return your AI Exposure Score (0-100).

AI Crawl Access

Can GPTBot, ClaudeBot, PerplexityBot, Google-Extended reach your pages?

Content Quality

Is your content structured for AI extraction? Facts-first?

Product Clarity

Does AI know what you do, who you serve, what you cost?

Structured Data & Meta

JSON-LD, Schema.org, Open Graph, meta descriptions?

Agent Readiness

llms.txt, llm.json, FAQ schema, sitemap present?

Trust & Social Proof

Testimonials, user counts, third-party reviews in HTML?

What you see in the report:

  • AI Exposure Score — a single number (0-100) that tells you how visible your product is to AI. Scores below 40 mean AI likely can't describe you. Scores above 70 mean you're competitive.
  • Top blockers — ranked by impact on your score, with severity labels (critical, high, medium, low)
  • Quick wins — the 3-5 fixes that will move your score the most, with estimated point gains
  • Projected score — what your score would be if you implemented all fixes
  • Product profile — how AI currently understands your product: name, category, features, pricing, audience

A typical first-time scan reveals 8-12 issues. The most common are blocked AI crawlers (40% of sites), missing llms.txt (90%+ of sites), and no JSON-LD structured data (70%+ of sites).

Free AI Visibility Scan

Enter any URL. Get your score, every blocker, and auto-generated fix files in 60 seconds.

Run free scan

2Show You Exactly What's Blocking You

The scan doesn't just give you a number. It shows every specific issue with severity, impact, and exactly what to do about it.

What a typical blocker looks like in your report:

Criticalrobots.txt blocks GPTBot and ClaudeBot

Your robots.txt contains "Disallow: /" for GPTBot and ClaudeBot. ChatGPT and Claude cannot crawl any page on your site. This alone costs you ~15 points on your AI Exposure Score.

Impact: -15 points · Category: AI Crawl Access · Fix time: 2 minutes

Common blockers we find on most sites:

  • robots.txt blocking AI crawlers — 40% of sites do this accidentally, often via Cloudflare defaults
  • No llms.txt file — 90%+ of sites are missing this. AI guesses about your product instead of reading a structured summary.
  • Missing JSON-LD — No SoftwareApplication or Organization schema. AI can't extract your pricing, features, or category reliably.
  • No FAQ schema — The #1 most-cited structured data type is missing entirely
  • Vague homepage H1 — "Welcome to our platform" tells AI nothing about what you do
  • No /pricing page — Pricing is behind a login, in a JS modal, or missing. AI can't answer "how much does X cost?"
  • Social proof in images only — Testimonials exist but aren't in crawlable HTML

3Auto-Generate the Files AI Needs

We don't just tell you what's missing — we generate it for you. After every scan, you get production-ready files tailored to your product:

  • llms.txt — Structured plain-text file with your product name, description, features, pricing, target audience, and key pages. AI crawlers read this first. We generate it from your actual site content — not a generic template.
  • JSON-LD structured data — Production-ready <script> tag with SoftwareApplication schema including your actual pricing tiers, features, and ratings.
  • FAQ schema — 5-10 Q&As generated specifically for your product, based on what buyers typically ask about your category.
  • robots.txt suggestion — Pre-written rules allowing all 8 major AI crawlers.

All files are copy-paste ready. Open the file, copy, deploy to your site. The llms.txt and JSON-LD alone typically move scores from the 20-30 range to 55-65+.

Free llms.txt Generator

Check if your site has llms.txt. If not, we auto-generate one from your content.

Generate yours

4Give You Fix Prompts for Every Issue

Every blocker in your report comes with a ready-made AI fix prompt you can paste directly into Claude, Cursor, ChatGPT, or Gemini. The prompt includes context about your specific site, the exact issue, and what the fix should look like.

Example fix prompt (for missing FAQ schema):

Add FAQPage JSON-LD schema to my homepage at yourdomain.com.

Generate 7 questions that buyers would ask about my product:
- Product: [Your Product] — [one-line description]
- Category: [Your Category]
- Pricing: Free plan, Starter $29/mo, Pro $79/mo
- Target audience: [Your audience]

Questions should cover: what the product does, pricing,
comparison to alternatives, who it's best for, free plan,
integrations, and how to get started.

Output a complete <script type="application/ld+json"> tag
I can paste into my <head>.

You don't need to be a developer. Copy the prompt, paste it into your AI coding tool, review the output, and add it to your site. Each fix takes 5-15 minutes. If you have a developer, the prompts are specific enough to hand off directly.

5Generate Content Assets with AI

Beyond the core fix files, paid plans unlock our Content Studio — an AI-powered generator that creates marketing and technical assets tailored to your product from the scan data:

  • About page (400-600 words) — product story optimized for AI extraction, not marketing fluff
  • Comparison pages — "Your Product vs Competitor" with feature tables and honest pros/cons
  • Product descriptions — one-liner, short paragraph, and full description versions
  • LinkedIn post — launch or product update announcement
  • Reddit post — r/SaaS or r/startups formatted introduction
  • GitHub README — if you have a public repo
  • Use case pages — audience-specific landing pages

You choose the tone (professional, casual, technical, friendly, authoritative), review the draft, edit as needed, and publish. We generate — you own and publish.

Plan limits: Free plan gets 0 generated assets. Starter ($29/mo) gets 10/month. Pro and Agency plans get unlimited generation.

6Monitor Your Visibility Across 7 AI Platforms

A one-time scan tells you what to fix. Monitoring tells you if it's actually working. This is where AIExposureTool is fundamentally different from a static audit tool.

You add the buyer prompts your customers actually ask AI — like "best project management tool for startups" or "alternative to Asana for remote teams." We check those prompts daily across all 7 AI platforms:

Perplexity

Live citations with source URLs

ChatGPT

Web search-powered recommendations (Bing)

Gemini

Google search index + YouTube transcripts

Google AI Overviews

AI summaries in Google search results

Google AI Mode

Google's conversational AI search

Microsoft Copilot

Bing-powered AI answers

DeepSeek

Open-source AI model tracking

What you see for each prompt check:

Prompt: "best AI visibility tool for SaaS startups"

Perplexity: Cited (1st)
ChatGPT: Cited (2nd)
Gemini: Not found
AI Overviews: Cited (1st)
AI Mode: Cited (3rd)
Copilot: Not found

Visibility: 57% · Competitors: Otterly, Peec AI · Sentiment: Positive · Sources: aiexposuretool.com, g2.com

  • Mentioned? — Yes or no, per platform
  • Position — Where you appear in the AI's response (1st, 2nd, 3rd mentioned)
  • Competitors — Which other brands the AI recommended
  • Sentiment — Positive, neutral, or negative description of your product
  • Source domains — Where the AI pulled its information from
  • Visibility Score — 0-100% across all platforms for that prompt

Plan limits: Free plan has no monitoring. Starter gets 15 tracked prompts. Pro gets 50. Agency gets 200.

See the full dashboard in action

Interactive demo with real monitoring data — prompts, competitor gaps, 7-platform breakdowns.

View live demo

7Show You Who's Beating You and Why

For every buyer prompt you track, we show you which competitors appear when you don't. This isn't abstract — you see the exact prompts, the exact platforms, and the exact competitors getting mentioned.

What competitor analysis reveals:

  • Which competitors have better AI visibility than you — and on which specific platforms
  • Prompts where competitors appear but you could too (the "gap" prompts — your biggest opportunities)
  • What content or signals competitors have that you're missing (comparison pages, FAQ schema, Reddit presence)

The recommendations engine uses this data to suggest specific content actions: "Create a comparison page for [competitor]," "Add FAQ answering [specific question]," or "Get listed on G2 where [competitor] has 50+ reviews." Each recommendation has an impact score so you know what to prioritize.

Plan limits: Starter tracks 5 competitors per project. Pro tracks 15. Agency tracks 50.

8Alert You When Things Change

AI answers change constantly. A competitor publishes a comparison page and suddenly starts appearing in your prompts. A model update shifts which brands get cited. Your llms.txt fix lands and your visibility jumps.

What we alert you about:

  • Score changes — Your AI Exposure Score is recalculated on weekly rescans. You see the delta and which signals improved or dropped.
  • Visibility shifts — A prompt that used to mention you stops, or a new one starts citing you
  • Competitor movements — A new competitor appears in your tracked prompts
  • Recommendations — New fix suggestions based on the latest data, ranked by projected impact

The goal is continuous proof: you always know where you stand, what changed, and what to do next. No more guessing.

Part 2: What We Don't Do (Yet)

We're honest about our limitations. Here's what you still need to do yourself.

9What You Still Need to Do Yourself

AIExposureTool is a diagnostic, monitoring, and intelligence platform. We tell you exactly what's broken, generate the assets to fix it, and continuously prove whether it's working. But you do the implementation. Here's specifically what that means:

Deploy the generated files

We generate llms.txt, JSON-LD, and FAQ schema. You copy them to your site via your CMS, hosting dashboard, or code editor. We don't have access to your hosting.

Workaround: Every file is copy-paste ready. If you use Cursor or Claude Code, paste the file content and ask it to deploy.

Edit your robots.txt

We show you the exact lines to add. You edit the file on your server, through your hosting provider, or in your repo.

Workaround: We provide the exact text to copy-paste. Takes 2 minutes if you know where your robots.txt lives.

Publish content

We draft comparison pages, about pages, LinkedIn posts, and Reddit posts. You review, edit, and publish them.

Workaround: Content is generated in markdown. Copy into your CMS, review for accuracy, and hit publish.

Submit to third-party platforms

We tell you to list on Product Hunt, G2, Reddit, and others. You create the accounts and make the submissions.

Workaround: Our Launch Toolkit shows submission URLs and generates platform-specific copy for each.

Fix technical issues

We identify missing HTTPS, security headers, exposed API keys. You or your developer implement the fixes.

Workaround: Every issue has a fix prompt you can paste into Claude Code, Cursor, or hand to a freelancer.

Write original thought leadership

We draft AI-optimized content. But real expertise, case studies, and original insights need to come from you.

Workaround: Use our drafts as starting points. Add your real numbers, customer stories, and unique perspective.

Build backlinks and do PR

We don't do outreach, link building, or media relations. Third-party authority is critical, but you earn those mentions.

Workaround: Use HARO (free) for PR. For backlinks, our cited-source outreach strategy in the companion guide works well.

Create video content

YouTube is a strong signal for Gemini. We don't create video.

Workaround: Screen-record a product demo with Loom (free). Even a 5-minute walkthrough with a good description helps.

The honest take

No tool can make AI recommend you automatically. AI models decide what to cite based on hundreds of signals across the entire web. What we provide is the intelligence (what's broken, what competitors have, what's changing), the assets (generated files and fix prompts), and the proof (continuous monitoring across 7 platforms). The execution is yours — but we make sure you know exactly what to execute and whether it worked.

10What's on Our Roadmap

We're working on closing the gap between "here's what to do" and "it's done." Here's what's coming:

  • One-click deploy for llms.txt and JSON-LD — Connect your Vercel, Netlify, or hosting provider and deploy generated files without touching code
  • Third-party submission tracking — Track whether you're listed on Product Hunt, G2, Reddit, and other platforms that drive AI authority
  • Content calendar — Based on your competitor gap data, a prioritized list of what content to publish and when
  • Deeper competitor content analysis — Not just "they appear and you don't," but "here's what specific content they have that's getting cited"
  • AI rank tracking over time — Historical charts showing how your position in AI answers changes week over week per prompt
  • Automated Bing Webmaster Tools integration — Submit your sitemap to Bing automatically for better ChatGPT web search coverage

If any of these matter to you, let us know — we prioritize based on what users actually need.

Realistic Timeline: What to Expect

Here's what most users experience after signing up and implementing the recommended fixes:

Day 1

Scan done. Score in hand. llms.txt, JSON-LD, and FAQ schema generated. robots.txt issues identified. Most users deploy the fix files within the first hour.

Week 1

Core files deployed. robots.txt updated. Pricing page created or fixed. AI crawlers start re-indexing your site. Perplexity and Google AI Mode may show changes within days.

Week 2-3

Monitoring set up with 5-10 buyer prompts. First visibility data comes in. You see which platforms mention you and which don't. Competitor gaps become clear.

Month 1-2

Reddit posts published. Third-party listings submitted. Comparison pages live. ChatGPT and Claude start picking up your updated content. Score typically up 20-40 points from baseline.

Month 3+

Compound growth kicks in. More platforms cite you. Competitor gap narrows. Weekly monitoring shows consistent improvement. Press mentions (if any) start feeding into AI trust signals.

Honest caveat

These timelines assume you actually implement the fixes. If you scan but don't deploy the generated files, nothing changes. The tool provides the intelligence and the assets — the speed of results depends entirely on how quickly you act on them.

Frequently Asked Questions

Does AIExposureTool automatically fix my site?

No. AIExposureTool is a diagnostic and monitoring platform. We scan your site, identify every blocker, auto-generate the files you need (llms.txt, JSON-LD, FAQ schema), and give you copy-paste fix prompts for Claude, Cursor, or ChatGPT. But you deploy the files and implement the changes on your own site. We tell you exactly what to do — you execute it.

How quickly will I appear in AI answers after using the tool?

For real-time platforms like Perplexity and Google AI Mode, changes can take effect within days of deploying fixes. For ChatGPT and Claude, it depends on crawler re-indexing — typically 1 to 4 weeks. Most users who implement all recommended fixes see measurable improvement within 2-4 weeks. Building third-party authority (Product Hunt, G2, Reddit) accelerates results.

Do I need a paid plan to benefit?

The free plan gives you 5 scans per month, your AI Exposure Score, top 3 blockers, and auto-generated llms.txt and JSON-LD. That alone is enough to make significant improvements. Paid plans ($29/mo+) add daily prompt monitoring across 7 AI platforms, competitor tracking, AI-generated content assets, alerts, and team features.

What's the difference between the scan and monitoring?

The scan is a one-time audit of your website's AI-readiness signals — robots.txt, structured data, content quality, etc. It tells you what to fix. Monitoring is ongoing: it checks real buyer prompts daily across 7 AI platforms to see if your brand is actually being mentioned, which competitors appear, and how your visibility changes over time.

Can AIExposureTool guarantee I'll be mentioned by ChatGPT?

No tool can guarantee AI mentions — AI models decide what to recommend based on many factors. What we provide is the intelligence (what signals you're missing), the assets (generated files and fix prompts), and the proof (continuous monitoring across 7 platforms). Most users who implement all fixes see measurable improvement, but we cannot guarantee specific outcomes.

What if I don't have time to implement the fixes myself?

Every fix comes with a copy-paste prompt you can hand to your developer, paste into Claude Code or Cursor, or give to a freelancer. The prompts are specific enough that anyone can implement them — they include the exact code, file paths, and context needed. For agencies, we offer white-label reports you can share directly with clients or their dev teams.

How is this different from regular SEO tools?

SEO tools like Ahrefs or Semrush optimize for Google's link-based ranking. AIExposureTool optimizes for AI citation — a different set of signals. We check llms.txt, AI crawler access, FAQ schema, structured data, and entity clarity. We also monitor real AI responses across 7 platforms daily, which no traditional SEO tool does.

Does the tool work for non-SaaS products?

Yes. While many of our users are SaaS founders, the tool works for any website: ecommerce, agencies, content sites, professional services, and startups of all kinds. The AI visibility signals — structured data, llms.txt, content clarity, third-party authority — apply to every product category that people ask AI about.

What does the monitoring actually show me?

For each buyer prompt you track, you see: whether your brand was mentioned (yes/no per platform), your position in the AI response (1st, 2nd, 3rd mentioned), which competitors appeared instead, sentiment analysis (positive/neutral/negative), source domains the AI cited, and a visibility score (0-100%). All of this is tracked daily across Perplexity, ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot, and DeepSeek.

How many prompts should I track?

Start with 5-10 prompts covering your core buying queries: 'best [category] tool for [audience]', '[your product] vs [competitor]', 'how to [solve problem your product addresses]'. Focus on specific, buyer-intent prompts rather than broad terms. The Starter plan includes 15 tracked prompts, which is enough for most early-stage products.

See what AI knows about your product

Free scan. 60 seconds. Your AI Exposure Score, every blocker, and auto-generated fix files — no credit card required.