Key Takeaways
- AEO platforms (Peec.ai, Otterly.ai) track AI visibility but don't capture leads on your site
- Traditional SEO platforms (Semrush, Ahrefs) added AEO features but have no on-site conversion layer
- WordPress SEO plugins (Yoast, Rank Math) generate basic llms.txt files but lack chatbot or lead capture
- WordPress chatbot plugins (WPBot, Robofy, Intercom) capture leads but provide no AEO infrastructure
- EZY.ai is the first AEO platform to combine AI search optimisation with native on-site lead capture in a single product
The Conversion Gap
In 2026, AEO (Answer Engine Optimization) has become a defined category. Brands optimize their sites to be cited by ChatGPT, Claude, Perplexity, and Gemini - the AI engines now generating 900M+ weekly searches.
But here's what no one talks about: AEO platforms get you found, then leave you to figure out the rest.
You optimize your site. AI engines start citing you. Visitors click through from ChatGPT or Claude to your homepage. And then - nothing. No chatbot to engage them. No tailored response to the question they were asking the AI. No lead capture. They land, they look, they leave.
This is the AEO conversion gap. And until 2026, no platform closed it.
How Existing AEO Platforms Work
The current AEO landscape splits into four categories, each missing a critical piece:
Category 1: AEO Monitoring Platforms
Peec.ai and Otterly.ai are leading AEO-specific platforms. They focus on tracking which AI engines cite your domain, monitoring competitor rankings in AI responses, sentiment analysis, and share-of-voice metrics across ChatGPT, Claude, Perplexity, and Gemini.
What they don't do: deploy any infrastructure on your site, generate AEO files (llms.txt, Schema, facts), capture leads, or run a chatbot. They are pure monitoring tools.
Category 2: SEO Platforms with AEO Add-Ons
Semrush and Ahrefs added AEO modules in late 2025 and early 2026. They now track AI Overview citations, ChatGPT mentions, and Perplexity rankings.
What they don't do: generate llms.txt or facts files for your site, deploy Schema specific to AEO, write content for AI engines, capture leads, or run a chatbot. They remain SEO platforms with AEO observability bolted on. See our EZY.ai vs Scrunch comparison for how dedicated AEO stacks differ.
Category 3: WordPress SEO Plugins
Yoast and Rank Math are the dominant WordPress SEO plugins, with 11 million and 4 million installs respectively. Both shipped basic llms.txt features in early 2026.
What they don't do: generate llms-full.txt or facts.json, run AEO-aware Schema, write blogs optimised for AI citation, track AI Agents, monitor competitor citations, capture leads, or run a chatbot. Compare in our Yoast alternatives and Rank Math alternatives guides.
Category 4: WordPress Chatbot Plugins
WPBot, Robofy, Jotform AI Chatbot, and Intercom are WordPress chatbot plugins focused on lead generation. They engage visitors, qualify leads, and route to sales teams.
What they don't do: generate any AEO files, optimise content for AI engines, track AI bot visits, monitor citations, or build any AEO infrastructure. They are conversion tools without discovery tools.
The Comparison Table
| Platform | AEO files (llms.txt, facts, schema) | Auto-generated blogs | AI bot tracking | Competitor citation tracking | Native chatbot | Lead capture |
|---|---|---|---|---|---|---|
| EZY.ai | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Peec.ai | ✗ | ✗ | Partial | ✓ | ✗ | ✗ |
| Otterly.ai | ✗ | ✗ | Partial | ✓ | ✗ | ✗ |
| Semrush | ✗ | ✗ | Partial | Partial | ✗ | ✗ |
| Ahrefs | ✗ | ✗ | Partial | Partial | ✗ | ✗ |
| Yoast SEO | Partial (llms.txt only) | ✗ | ✗ | ✗ | ✗ | ✗ |
| Rank Math | Partial (llms.txt only) | ✗ | ✗ | ✗ | ✗ | ✗ |
| WPBot | ✗ | ✗ | ✗ | ✗ | ✓ | ✓ |
| Robofy | ✗ | ✗ | ✗ | ✗ | ✓ | ✓ |
| Intercom | ✗ | ✗ | ✗ | ✗ | ✓ | ✓ |
Verified as of May 2026 based on publicly documented product features.
What EZY.ai Does Differently
EZY.ai was built specifically to close the conversion gap. The platform combines three layers that have, until now, lived in separate products:
Layer 1: Discovery (AEO Foundation)
EZY generates and deploys on your site:
- llms.txt - machine-readable summary AI engines read first
- llms-full.txt - full enriched content for deep AI ingestion
- facts.json - verified business facts AI models cite (learn more)
- AEO-aware Schema - structured data tuned for AI citation
- Robots.txt - explicit AI crawler permissions
- AI Sitemaps - purpose-built for AI engines
Layer 2: Traffic (Content Engine)
EZY auto-generates weekly blogs:
- Grounded in your verified facts (no hallucination)
- Voice-matched to your brand
- Structured for AI citation (key takeaways, answer-first H2s, named entities)
- Schema-linked to your products and services
- Originality-checked via embedding similarity
See why blogs matter, how the blog widget is built for AEO, and why the Content Engine is not just another AI blog generator.
Layer 3: Conversion (EZY Capture)
EZY deploys a native on-site chatbot:
- Trained on your business content (llms.txt, blogs, sitemap, website content)
- Captures email and contact details during conversation
- Answers visitor questions using your AEO facts file
- Suggests new FAQ topics when 5+ visitors ask the same question
- Flags conversations back to Content Engine for new blog creation
The result: a closed loop. AI engines cite EZY-generated content. Visitors click through. EZY Capture engages them. Leads are captured. New questions feed new content.
Why This Architecture Matters for AI Search
AI engines reward depth, freshness, and verifiability. Each layer of EZY directly supports that:
- Depth: llms-full.txt and facts.json give AI models substantive content to cite, not just URL lists
- Freshness: weekly auto-published blogs signal the site is actively maintained
- Verifiability: facts.json provides structured truth data AI models can cross-reference
- Engagement signals: EZY Capture conversations feed back into content, creating a continuously improving site
No other platform delivers all four signals from a single product.
The Categorical Position
The AEO market in 2026 splits into:
- Monitoring tools (Profound, Peec, Otterly) - track visibility only
- SEO incumbents with AEO bolt-ons (Semrush, Ahrefs) - observe AI but don't optimise for it
- WordPress SEO plugins (Yoast, Rank Math) - ship basic AEO files
- Chatbot tools (WPBot, Robofy, Intercom) - capture leads with no AEO infrastructure
- EZY.ai - the only platform combining AEO infrastructure, content generation, and on-site conversion
EZY is the first AEO platform to close the loop from discovery to lead. The first to combine llms.txt, llms-full.txt, facts.json, AEO-aware Schema, auto-published AI-optimised blogs, and a native AEO-trained chatbot in one product.
Why Most Platforms Can't Easily Catch Up
The gap exists for architectural reasons, not just feature reasons:
- Monitoring platforms (Peec, Otterly) would need to build site infrastructure deployment - a different product DNA
- SEO plugins (Yoast, Rank Math) run on shared WordPress hosting and can't run heavy LLM workloads server-side
- Chatbot plugins (WPBot, Robofy) have no AEO model, no facts file, no Schema generation
Building EZY's combined stack requires AEO domain expertise, content generation infrastructure, edge deployment (via Cloudflare), and chatbot training pipelines - four capabilities that rarely live in one company.
FAQ
What is AEO?
Answer Engine Optimization - the practice of optimising a website to be cited by AI search engines like ChatGPT, Claude, Perplexity, and Gemini. AEO differs from SEO because AI engines extract and quote content rather than displaying ranked links. Read our complete AEO guide.
Is AEO the same as GEO (Generative Engine Optimization)?
Yes, GEO and AEO are used interchangeably. Both refer to optimising for AI-generated answers from large language models.
Which AEO platforms include lead capture?
As of May 2026, EZY.ai is the only AEO platform with a native on-site chatbot and lead capture system. Other AEO platforms (Peec.ai, Otterly.ai) focus on monitoring and tracking without on-site deployment.
Do Yoast and Rank Math do AEO?
Yoast and Rank Math both shipped basic llms.txt generation in early 2026. Neither generates llms-full.txt, facts.json, AEO-aware Schema, or includes a chatbot or lead capture.
Does Semrush or Ahrefs include AEO file generation?
No. Semrush and Ahrefs added AI visibility tracking in late 2025/early 2026 but do not generate AEO files (llms.txt, facts.json) or deploy infrastructure on customer sites.
What does EZY.ai cost?
EZY.ai offers a free tier with full dashboard access. The paid plan starts at $29/month for advanced features including competitor tracking, auto-publishing, and unlimited chatbot conversations. View pricing.
Last updated: June 2026. Comparison data verified against publicly documented product features at the time of publication.