このフレーミングが優先順位を設定します。必要ないかもしれないShare-of-Cardを追い求めるのではなく、クライアントが実際に使用するアシスタント全体で、あなたの名前と作品のCitation Rate、AIGVR、Share of Voiceを重視するべきです。プリントの販売が実際のチャネルになる場合、製品レベルのレイヤーが重要になります。その際、両方を測定できるツールを最初から使用する方が、後で移行するよりも良いでしょう。
基本から始めましょう。GEOlyの ブランド可視性追跡 は、ChatGPT、Gemini、Google AI Mode、Perplexity、Grok、Copilot全体でのAIGVRとShare of Voiceを報告します。これにより、AIがあなたの名前を挙げているのか、それとも競合スタジオを挙げているのかを初めて確認できます。その AI引用分析 shows which of your pages and which claims models actually lift — the practical way to learn whether your About page and project descriptions are doing the work your images can't.
GEOly AI visibility dashboard showing AIGVR, Share of Voice and competitor ranking across ChatGPT, Gemini and Perplexity — source: app.geoly.ai
The competitor analysis view turns that into a Share of Model leaderboard for your niche, so you can see which peers the AI defaults to when a client asks for a recommendation. For Cargo artists who sell prints or products through an external store, GEOly's AI Shopping Monitoring adds Share-of-Card — how often your products appear in the ranked cards AI assistants show for buyer prompts — a metric general GEO tools don't have because they hold no shopping dataset. You get the citation view a portfolio needs and, when it applies, the product view a shop needs, without switching tools.
GEOly monitoring: prompt-level AI visibility, citation rate and tracking status across AI platforms — source: app.geoly.ai
Two more pieces fit the Cargo profile. The GEO Audit is a 29-point check that flags exactly where your image-heavy pages leave AI engines guessing — missing alt text, thin descriptions, no plain-language summary — and how to fix it. And Query Fan-out surfaces the real questions and Demand Themes clients ask, like "who shoots product photography for skincare brands," so your copy can answer them directly. The honest caveat: GEOly's deepest native integration is Shopify, so a Cargo brand leans on schema, content, and connector workflows rather than a one-click app — a fair trade for a platform where you already control every page.
2. Otterly.ai
Otterly.ai is the budget entry point, starting at $29 for its Lite plan. It handles prompt research, a brand visibility index, and citation tracking across ChatGPT, AI Overviews, Perplexity, Gemini, and Copilot, with MCP and API access, per its pricing page. For a solo artist or a small studio testing the water, it's a low-commitment first look.
Best for: individual creatives who want a first read on their AI visibility without a big spend.
Weaker for a Cargo brand: it's shallow on commerce and light on the citation-level detail an image-first site needs to diagnose what's readable.
3. Peec AI
Peec AI is a modern, well-designed mid-market GEO platform covering visibility, average position, citation share, sentiment, and competitor benchmarking, with MCP support and unlimited users. Plans are Starter $95, Pro $245, and Advanced $495, per its pricing page. Its clean European design sensibility appeals to the same taste that chose Cargo.
Best for: growing studios that want a polished generalist GEO tool with room for collaborators.
Weaker for a Cargo brand: it's brand-level analytics, without the product-level Share-of-Card view for those selling prints or the deep citation drill-down.
4. Profound
Profound is the enterprise AEO leader. It tracks visibility, citations, sentiment, and Share of Voice across 10+ engines, and its Conversation Explorer is genuinely strong for understanding how AI talks about a category. Pricing runs from around $99/mo self-serve to a $399 Growth tier and $2k–5k+ for enterprise, per its pricing page.
Best for: larger studios and agencies that need broad, cross-industry AEO coverage.
Weaker for a Cargo brand: it measures brand-level visibility, not product/SKU or AI-shopping-card presence, and the pricing overshoots most individual artists.
5. Ahrefs Brand Radar
Ahrefs Brand Radar adds AI brand-mention tracking inside the Ahrefs suite, strong if an SEO team already runs your backlinks and keywords. Realistic access to the full AI indexes lands around $828/mo, per this review.
Best for: studios with an in-house or agency SEO team already living in Ahrefs.
Weaker for a Cargo brand: it's SEO-team tooling at SEO-team prices, not DTC or product-level, and far more than a solo creative needs to see whether AI recommends them.
Cargo-specific GEO checklist
Add descriptive alt text to every image so AI engines can understand work they can't see; this is the single highest-leverage fix on an image-first portfolio.
Write a plain-language About page that states who you are, your medium, your city, and the kind of clients you work with, because that text is what AI lifts into a recommendation.
Give each project a short caption or description — the brief, the client, the outcome — instead of letting images stand alone with no context.
Fill in page titles and meta descriptions for every Cargo page, and make sure your custom domain is indexable with a working sitemap.
Gather and display press, features, and testimonials, and encourage mentions on sites like Reddit and Behance; AI answers lean heavily on third-party signals of reputation.
If AI search sends you clients or collectors, yes. Cargo shows your work beautifully but gives you no measurement, and its image-first pages are hard for AI to read, so a GEO/AEO tool is the only way to know whether ChatGPT or Perplexity recommends you or a peer.
Is GEOly better than Profound for a Cargo portfolio?
For most Cargo sites, yes. Profound is excellent at enterprise brand-level AEO, but GEOly adds citation-level detail and, for artists who sell, product-level Share-of-Card — the granular view a solo creative needs, at a friendlier entry point.
Does AI shopping matter if I only show a portfolio?
Not much at first. On a pure portfolio, focus on Citation Rate and AIGVR — being the name AI recommends for your field. If you start selling prints through an external store, GEOly's AI Shopping Monitoring adds the Share-of-Card layer without a tool change.
Why can't AI engines find my Cargo site?
Because they read text, not images. If your medium, style, and clients live only inside your photographs, the model has nothing to describe. Adding alt text, an About page, and project captions — the fixes a GEO Audit flags — AIにあなたの実践を理解させます。