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You can't see what you're losing
AI-driven product discovery doesn't appear in GA4 or Search Console. Customers find you (or don't) inside a chat window, and you have no idea it's happening.
Your customers are now asking ChatGPT, Perplexity, and Google AI for product recommendations. Is your brand the answer? AEO Analysis Engine is the AI search visibility platform built exclusively for eCommerce. It diagnoses exactly where you stand, why, and what to do about it.
Millions of shoppers now ask AI for product recommendations every day. If your brand isn't in those answers, you're losing revenue you can't even see in your analytics, and the longer you wait, the harder it becomes to claw back ground from competitors who started early.
AI-driven product discovery doesn't appear in GA4 or Search Console. Customers find you (or don't) inside a chat window, and you have no idea it's happening.
Most AI visibility platforms were built for B2B SaaS. They don't understand category structures, product taxonomy, collection architecture, or how transactional intent actually moves through eCommerce.
Knowing your visibility is 47% doesn't tell you what to do about it. You need a diagnosis of the underlying signals, and a clear roadmap to fix them.
AEO Analysis Engine doesn't just measure what AI says about you. It reverse-engineers why, replicating the same embedding processes LLMs use to surface, cite, and rank brands, then hands your team the prioritised roadmap to win.
When AI is asked: "best womens resortwear brands Australia"
AEO Analysis Engine collapses what would normally take a senior strategist weeks of manual prompting, scoring, and analysis into a continuous, automated system.
One automated crawl replaces what previously took a senior strategist weeks of manual prompting, response scoring, and competitor analysis. Your team gets the answers without the grind.
Daily automated tracking means you spot visibility losses within a day, not the next quarter. Catch the issue before it costs revenue, before competitors notice, and before it becomes hard to reverse.
Every insight comes with a prioritised action mapped to specific URLs, content gaps, and technical fixes. Your team knows exactly what to do, not just what's wrong.
Four powerful modules, each purpose-built to give eCommerce brands an unfair advantage in the AI era.
Run a live AI visibility snapshot on any domain. See exactly what AI says about your brand right now: across multiple models, multiple prompts, multiple markets.
Daily automated tracking of your brand's AI visibility across your most important prompts. Watch your share of voice grow. Catch dips before they become problems.
Deep analysis across 132 data points. AI citation readiness, entity extraction, topical authority, content cannibalisation, technical health, plus a full implementation roadmap.
Identify and acquire impactful backlinks using LLM training data, including Common Crawl. Find the links that actually influence AI citation.
Monitor brand mentions across Reddit, forums and community platforms. Understand the UGC narrative that AI models are trained on.
Your AI analyst. Ask DAIV anything about your crawl data and get instant, grounded answers. No spreadsheets. No guesswork.
Profound, Peec.ai, Semrush and Ahrefs all measure AI visibility outputs. AEO Analysis Engine is the only platform built exclusively for eCommerce that diagnoses the underlying signals AI uses, then hands you the prioritised roadmap to fix them.
| Capability |
AEO Analysis Engine
Built for eCommerce
|
Profound
US enterprise SaaS
|
Peec.ai
EU marketer-focused
|
Semrush
SEO suite + AI add-on
|
Ahrefs
SEO suite + Brand Radar
|
|---|---|---|---|---|---|
| Built exclusively for eCommerce | ● Native | ○ Generic | ○ Generic | ○ Generic | ○ Generic |
| Tracks AI mentions across major LLMs | ● Yes | ● Yes | ● Yes | ● Yes | ● Yes |
| Deep on-page diagnostics (132 data points) | ● Yes | ○ Tracking only | ○ Tracking only | ◐ Site Audit (separate) | ◐ Site Audit (separate) |
| Reverse-engineers embedding-level signals | ● Yes | ○ No | ○ No | ○ No | ○ No |
| Cannibalisation detection (eCommerce-aware) | ● Yes | ○ No | ○ No | ◐ Generic SEO | ◐ Generic SEO |
| Prioritised implementation roadmap | ● Per-URL actions | ◐ Agent suggestions | ◐ Recommendations | ○ Reports only | ○ Reports only |
| AI Citation Readiness scoring | ● Native | ○ No | ○ No | ○ No | ○ No |
| Daily automated tracking | ● Yes | ● Yes | ● Yes | ● Yes | ● Yes |
| Holistic recommendations across Technical SEO, Content, and Digital PR | ● Yes | ◐ AEO/content focus | ◐ Content focus | ◐ Cross-toolkit (separate purchases) | ◐ Cross-toolkit (separate purchases) |
| Pricing model | Invite-only access | Demo-led, enterprise | Self-serve + free trial | $99/mo add-on | $199-699/mo add-on |
Comparison reflects publicly available information as of 2026. Profound, Peec.ai, Semrush, and Ahrefs are excellent at what they do; they're just not built for the specific demands of eCommerce category strategy, technical SEO architecture, and conversion-driven AI visibility.
AEO Analysis Engine is a proprietary platform built exclusively for eCommerce brands serious about AI visibility. Access is by invitation only.