Citano vs Vizby
Vizby is a capable Shopify AEO tool: it tracks the AI engines and publishes content. So the useful question is what a tool publishes and who approves it. Here is a like-for-like comparison.
Current public information · fair-fit section included- The exact question and answer
- Fixes you review before publishing
- Drafts for Shopify or WordPress
- Compare live capabilities
- Check current pricing
- Choose for your workflow
Fair comparison · claims checked against public product information
What changes in your workflow.
Start with the job you need done, then confirm current product details before choosing.
| Citano | Vizby | |
|---|---|---|
| Tracks AI engines | Yes (ChatGPT, Perplexity and Claude) | Yes — one AI model on the entry plan, more on higher tiers |
| Generates content | Evidence-dense rewrites & comparison pages | Blog posts, content audits, AGENTS.md |
| Content approach | Sourced facts, quotes and comparisons, treated as tests rather than guarantees | Content-generation focused |
| Reviewable one-click drafts | Yes — you approve every change | Includes auto-blog scheduling |
| Off-site citation targets | Yes — the exact pages AI cites for you | Reddit engagement (higher tiers) |
| Entry price | $39/mo | $29/mo |
Where Vizby is strong
Vizby (from $29/mo) is a legitimate competitor. It runs visibility tests across AI engines (how many depends on the plan), generates blog content and content audits, uses AGENTS.md, and on higher tiers auto-schedules blogging and offers a Reddit engagement strategy. If you want a steady content-and-blogging engine, it delivers that.
Where Citano is different
Citano is narrower. It starts from the answers AI actually gave about your store, then drafts page rewrites with concrete, sourced facts and honest “you vs competitor” comparison pages. One benchmark study (Princeton GEO, KDD 2024) reported visibility gains for these formats under its tested conditions; that is a reason to test them, not a promise. Citano also lists the outside sources those answers cited for your category.
Two deliberate choices: every asset is a reviewable draft you approve (never an auto-write into your live store), and we do not sell llms.txt, schema or FAQ output as guaranteed citation boosters. Fewer changes, each one you can inspect.
When Vizby is the better choice
If your priority is volume — a scheduled blog pipeline, ongoing content audits, and a Reddit engagement program — Vizby is built around that. If you would rather make a small number of evidence-backed changes and review each one before it goes live, that's Citano's focus.
Vizby's features and pricing were checked against its public app listing and third-party reviews on 2026-10-08 and may change — see vizby.ai/pricing for current details. Research reference: Princeton GEO study (KDD 2024); its findings apply to the conditions it tested.
Start with your own store’s answers.
Run a free check first. What it shows will tell you which kind of tool you need.
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