AI Optimizer: AI Search Fix vs CiteRank
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for AI Optimizer, Nov 6, 2026 for CiteRank.
The short answer
- Only CiteRank lists a free plan. Paid plans start at $9.99/month for AI Optimizer and $199/month for CiteRank.
- AI Optimizer lists 4 features CiteRank’s listing doesn’t mention, including ALT text, Content optimization, Meta tags.
Head to head
Pro
- · AI fixes, you approve every change
- · Issue list sorted by AI Readiness Score
- · Up to 2,000 AI fixes per month (launch)
Free
Essentials
Premium
Enterprise
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI shopping assistants like ChatGPT, Perplexity, and Google AI recommend products based on how complete your product data is. Basic Shopify Catalog eligibility (title, image, price, status) is a separate, narrower check. This app scans your catalog with fixed rules, showing exactly which products are missing information AI needs, starting with your most-affected products.
CiteRank scans your products and collections and scores the things AI assistants and search engines read: descriptions, SEO titles, image alt text, SKUs or barcodes, categories and brand. You get one store score out of 100 and a list of the exact fields to fix on each product. add an llms.txt generator and a theme app embed that adds Product, Breadcrumb and Organization schema. The scan only reads your data.
- AI Readiness Score (0-100) from a deterministic full-catalog scan.
- Issue-type count and your top 3 issue labels, at a glance.
- Full issue list per product, ranked by estimated revenue impact.
- AI-suggested fixes for descriptions, SEO titles/descriptions, alt text.
- AI readiness score out of 100 for your whole store, with a score history
- Per-product checklist showing the exact fields that are missing or too short
- llms.txt generator that lists your collections and products for AI assistants
- Product, Breadcrumb and Organization schema added with one theme app embed
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  AI Optimizer | |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | AI Optimizer | |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | AI Optimizer | |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $9.99/month(ahead) | $199/month |
| Longest free trial | 7 days | Not listed |
| Plans listed | 1 | 4 |
Listing
| Measure | AI Optimizer | |
|---|---|---|
| Shopify category rank | #982 | Not enough data |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 9, 2026 | Nov 6, 2026 |
| Languages | 1 | 1 |
| Developer | Go Studio | atsscl |
FAQ
AI Optimizer and CiteRank: common questions
- Is AI Optimizer or CiteRank cheaper?
- Only CiteRank lists a free plan. Paid plans start at $9.99/month for AI Optimizer and $199/month for CiteRank. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- AI Optimizer lists 4 the others don’t mention, such as ALT text, Content optimization, Meta tags, SEO score. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 14, 2026 for AI Optimizer, Nov 6, 2026 for CiteRank; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 14, 2026 for AI Optimizer, Nov 6, 2026 for CiteRank. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.