AEO and AI visibility, answered.
The questions operators actually ask when they start measuring how ChatGPT, Claude, Gemini, and Perplexity recommend their business. If you have one we didn't cover, send it over.
About AEO (the category)
What is AEO (Answer Engine Optimization)?
AEO is the practice of getting your business cited, recommended, and referenced by AI answer engines like ChatGPT, Claude, Gemini, and Perplexity. Where SEO optimizes URLs to rank in a list, AEO optimizes brand entities to be cited in a generated answer.
Is AEO different from SEO?
Yes. SEO measures position in a list of Google results. AEO measures whether your brand is cited at all in an AI-generated answer. They are complementary: SEO still matters for transactional queries, and AEO matters increasingly for awareness and research queries.
Is AEO different from GEO or LLMO?
No. AEO (Answer Engine Optimization), GEO (Generative Engine Optimization), and LLMO (LLM Optimization) are different names for the same practice. AEO is the most common term in 2026.
Why does AEO matter now?
Because 71% of Americans use AI tools to research purchases, AI answer engines cite only 3 to 5 businesses per query, and traditional Google search volume is projected to drop 25% by 2026. If you are not one of the cited businesses, you have no exposure to that buyer.
Does AEO replace SEO?
No. AEO is additive. Most buying journeys touch both Google and AI answer engines. Cutting SEO budget to fund AEO leaves a gap in the transactional part of the funnel. Invest in both and measure both.
About Fairline AI (the product)
How does Fairline AI track AI visibility?
Fairline sends real buyer prompts to ChatGPT, Claude, Gemini, and Perplexity on a schedule, analyzes the responses, and reports whether your business is cited, in what position, and alongside which competitors.
Which AI platforms does Fairline cover?
ChatGPT (with GPT-5.2), Claude (with Opus 4.7), Gemini (with 3.0), and Perplexity. Fairline also logs AI crawler visits from GPTBot, ClaudeBot, Google-Extended, and PerplexityBot via a lightweight JavaScript pixel.
Does Fairline generate prompts automatically?
Yes. Fairline auto-generates industry-specific prompts based on your website, location, and category. Manual prompt setup is a common failure point in AEO programs; automated generation keeps the coverage current.
Does Fairline support multi-location operators?
Yes. Fairline reports per rooftop and per geography, because AI recommendations vary by city. Dealer groups and multi-location operators can see which rooftops are winning and which are losing in AI recommendations.
What industries does Fairline support?
Automotive, marine, powersports, retail, restaurants, home services, healthcare, and law firms have dedicated vertical playbooks. The core platform works for any local or multi-location business.
Does Fairline integrate with my CRM?
Fairline does not connect natively to CRMs like CDK, Reynolds, DealerSocket, or Salesforce. It operates as a measurement layer via AI platform queries and browser-based crawler logging, independent of your CRM stack.
Setup and onboarding
How long does setup take?
About 5 minutes. Add your website, select your industry, and the first visibility report runs within the hour. No demo call or enterprise onboarding cycle required.
Do I need to install anything on my website?
Only if you want AI crawler tracking. The crawler pixel is a single JavaScript snippet you drop into your site head. Visibility tracking itself runs on our infrastructure and requires no install.
How long until I see improvements in AI rankings?
Baseline visibility is visible immediately. Improvements typically take 2 to 4 weeks as AI models re-index optimized content. Consistency week over week matters more than any one-time push.
Do I need to write content to improve my visibility?
Usually yes. Fairline identifies the gaps and prioritizes fixes (content, schema, Bing indexation, third-party presence). Most operators ship two or three specific content updates per month based on what the tool surfaces.
Pricing and trials
Is there a free trial?
Yes. Every plan includes a 14-day free trial. No credit card required to start.
What does Fairline cost?
Plans start at $49/month for single-location operators. Multi-location and agency tiers scale with rooftop count. See /pricing for current tiers.
Can I cancel anytime?
Yes. Cancel from your account settings at any time. No minimum commitment.
Is there an agency or reseller tier?
Yes. Agencies managing multiple brands can use a single workspace with per-client reporting. Contact sales for agency pricing.
Reporting and competition
Can I track competitors in Fairline?
Yes. Fairline shows which competitors are cited alongside you on every prompt, how often each one wins, and where your visibility gaps are.
Do you support geographic or per-location reporting?
Yes. Prompts can be tested from different locations to capture geographic variation in AI recommendations. Per-rooftop reporting is included for multi-location accounts.
Can I export reports for clients or leadership?
Yes. Reports are shareable links and can be exported as PDF. Popular with agencies presenting AEO performance to clients and with marketing directors reporting to leadership.
Does Fairline track AI Mode results in Google?
Yes. Gemini-powered AI Overviews and AI Mode results are tracked as part of the Gemini 3.0 coverage.
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