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Choose Sphen.ai when
You need one workflow for catalog audits, field-level drafts, merchant approval, supported Shopify writeback, content, structured data, and AI visibility measurement.
Sphen.ai vs Kedra AI Index: AEO Visibility
A source-linked comparison for merchants evaluating a complete optimize, track, and create workflow against Kedra AI Index: AEO Visibility, categorized as AI readiness and traffic.
12/12Sphen.ai capabilities available
5/12Kedra AI Index: AEO Visibility capabilities confirmed on its official listing
Sources checked 2026-08-31. Features can change.
Sphen.ai connects catalog work with Shopify writeback.
Consider Kedra AI Index: AEO Visibility when
Your primary need matches Kedra AI Index: AEO Visibility's category: AI readiness and traffic. Its official listing says: Generates llms.txt and agents.md, checks AI readiness, tracks prompt rankings across AI models, and tracks AI visits and revenue by source.
What does each source present?
Sphen.ai entries reflect current product capabilities. Competitor entries are confirmed only when the reviewed public listing named the capability on 2026-08-31. “Not listed” does not mean absent.
| Capability | Sphen.ai | Kedra AI Index: AEO Visibility |
|---|---|---|
| Deep technical and catalog analysisFinds technical, content, entity, crawlability, and catalog-data issues across the Shopify store.See it in the app → | Available | Confirmed |
| Product and page content optimizationCreates or improves merchant-facing product, collection, or page content.See it in the app → | Available | Not listed |
| Merchant review before publishingKeeps a human approval step before supported changes are published.See it in the app → | Available | Not listed |
| Structured data or schemaPublishes or manages structured data for search and AI systems.See it in the app → | Available | Not listed |
| Technical SEO and performance toolsCovers areas such as speed, redirects, metadata, crawling, or images.See it in the app → | Available | Not listed |
| AI-readiness files (llms.txt or agents.md)Creates AI-readiness files such as llms.txt or agents.md. Some apps publish these automatically; others hand off a draft for the merchant to publish.See it in the app → | Available | Confirmed |
| AI visibility and competitor insightsShows where the brand appears, which competitors win, and what should improve next.See it in the app → | Available | Confirmed |
| Real AI prompt trackingTracks buyer questions through model APIs, direct chat capture, or comparable live-answer methods.See it in the app → | Available | Confirmed |
| AI traffic or order attributionConnects AI assistant traffic to sessions, conversions, or Shopify orders — for example through order-derived AI revenue by assistant from first-party Shopify order data, or through a web-analytics pixel.See it in the app → | Available | Confirmed |
| SEO and GEO article creationCreates long-form content around search demand and real buying questions.See it in the app → | Available | Not listed |
| Unified optimize-track-create workflowCombines optimization, AI visibility measurement, and content creation.See it in the app → | Available | Not listed |
| AI provider product feed exportsPublishes catalog data in AI-provider feed formats, such as OpenAI product feeds, JSON-LD product exports, or a dedicated llms-products.txt file.See it in the app → | Available | Not listed |
What does the Sphen.ai side of this table look like?
Where does this comparison come from?
Kedra AI Index: AEO Visibility: Generates llms.txt and agents.md, checks AI readiness, tracks prompt rankings across AI models, and tracks AI visits and revenue by source.
Confirmed listing capabilities: Deep technical and catalog analysis, AI-readiness files (llms.txt or agents.md), AI visibility and competitor insights, Real AI prompt tracking, AI traffic or order attribution
Sphen.ai counts capabilities described in its current product context; competitor counts include only capabilities confirmed in the reviewed public listing. Totals show breadth, not quality, price, or outcomes.
What is the main difference between Sphen.ai and Kedra AI Index: AEO Visibility?
Sphen.ai combines Shopify catalog audits, field-level drafts, merchant review, approved writeback, catalog-driven content, structured data, and AI visibility analytics. Kedra AI Index: AEO Visibility's public category is AI readiness and traffic.
Does this page claim that Kedra AI Index: AEO Visibility lacks unlisted features?
No. Not listed means the feature was not confirmed in the public listing material reviewed for this comparison.
Which capabilities of Kedra AI Index: AEO Visibility are publicly confirmed?
On 2026-08-31, its official listing confirmed 5 of the 12 capabilities in this matrix: Deep technical and catalog analysis, AI-readiness files (llms.txt or agents.md), AI visibility and competitor insights, Real AI prompt tracking, and AI traffic or order attribution. Anything else is marked Not listed, which only means the reviewed source did not name it.
How was this comparison researched?
From public material only. Sphen.ai entries describe the current product. Entries for Kedra AI Index: AEO Visibility count a capability only when its official listing named it on the check date shown on this page. Totals show breadth, not quality, price or outcomes, and there are no paid placements.
Does Sphen.ai change my Shopify store without approval?
No. Every proposed change waits in Recommendations with its evidence, the current value and the drafted replacement. Nothing reaches your storefront until you press Apply, and applied changes can be reverted from History. Automatic applying is an opt-in private beta on the Growth plan.
What does Sphen.ai cost?
Sphen.ai has 3 plans billed through Shopify, from $25 per month for Essential to $219 per month for Growth. Essential starts with a 14-day free trial. Plans differ by catalog size and monthly allowances; the pricing page lists them side by side.
See it on your own catalog.
Install Sphen.ai, let it read your store, and decide exactly what goes live.