Product · Retro Neon Wall Clock
SEO title
clock-1 | Nostalgic Nights
Meta description
“Cool clock for your home. Great gift. Buy now!”
FAQ schema
Not present
Citability 38/ 100
CiteFlow scores your store the way AI reads it, rewrites what's weak using your real product facts, and tracks when ChatGPT, Perplexity and Gemini start citing you.
Reads and writes product SEO fields only. Never touches your theme. Every change is undoable.
Sample GEO scan for your-store.myshopify.com: CiteFlow lifts the store's GEO score from 52 to 94 out of 100 by decoding each product, collection and FAQ page into the structured data ChatGPT, Perplexity and Gemini cite.
Connect CiteFlow, let it scan your store, then fix what it finds in one click. No code, no theme edits, and your store keeps getting cited by AI search.
One-click OAuth from your Shopify admin. No code, and never a theme edit.
Products, collections, pages and blog articles are read for SEO and schema gaps, then scored for AI-search visibility.
AI rewrites SEO and adds FAQ schema across your store. Publish in one click, and undo anything.
What the scan measures
Every scan grades the seven things AI assistants read before they decide who gets cited.
SCHEMA
Product, Offer and FAQ structured data — the first thing AI parsers look for.
BRAND MENTIONS
How often your brand is recognized and cited across the sources AI models already trust.
CITABILITY
Passages an assistant can lift and quote directly in an answer.
PLATFORM OPTIMIZATION
How ready each page is for the answer engines — AI Overviews, ChatGPT, Perplexity and Gemini.
AI CRAWLERS
Whether GPTBot, ClaudeBot and PerplexityBot are allowed in via robots.txt.
CONTENT
Depth and specificity across products, collections, pages and blog articles.
TECHNICAL
Rendering, redirects, canonical tags and speed under the hood.
SAMPLE SCAN · YOUR-STORE.MYSHOPIFY.COM · 14 ISSUES FOUND
Sample fix · Undoable
CiteFlow rewrites the SEO fields AI reads (titles, descriptions, FAQ schema) and never touches your theme.
Product · Retro Neon Wall Clock
SEO title
clock-1 | Nostalgic Nights
Meta description
“Cool clock for your home. Great gift. Buy now!”
FAQ schema
Not present
Citability 38/ 100
Product · Retro Neon Wall Clock
SEO title
Retro Neon Wall Clock · 12″ LED, 3 Glow Modes | Nostalgic Nights
Meta description
“A 12-inch LED wall clock with three glow modes and a brushed-steel bezel, from the Nostalgic Nights retro lighting collection.”
FAQ schema
Added · 4 Q&A pairs in JSON-LD
Citability 38 71/ 100+33
After you fix · Tracked weekly
Most tools stop at the fix. CiteFlow keeps asking ChatGPT, Perplexity and Gemini the real questions your buyers type, then measures how often each one names or cites your store — so you watch the number climb after every change.
CHATGPT · WEB SEARCH
How often it names your store when buyers ask about products like yours.
PERPLEXITY
Whether it cites your store as a source in its answer, not just mentions it.
GEMINI · AI OVERVIEWS
Mentions in Google’s answer engine — the surface most shoppers see first.
SAMPLE WEEK · 10 PROMPTS ON PRO, 50 ON BUSINESS · MENTION + CITATION RATE
Two plans · 7-day free trial
Your first scan and first AI fix are free. Every plan starts with a 7-day free trial and can be cancelled anytime in Shopify.
For most stores
billed monthly · cancel anytime in Shopify
Large / daily-updated catalogs
billed monthly · cancel anytime in Shopify
1 credit = 1 AI rewrite. A typical product uses 2-3 credits.
Before you ask
CiteFlow scans every product, collection, page and blog article and gives you an AI-readiness score out of 100 — plus, on each product, an AI content grade that catches copy which looks complete but is too generic to be cited. It then rewrites weak SEO titles and meta descriptions, turns thin product copy into structured, scannable descriptions, and adds FAQ structured data (JSON-LD) that AI assistants read. You review the suggestions and publish them in one click, one item at a time or across your whole catalog.
Every auto-applied fix is grounded. Before anything goes live, CiteFlow checks each concrete claim against your real product data and drops whatever isn’t supported — so a description never invents specs, sizes or prices. You can also add Brand facts once (materials, shipping, warranty, what makes you different) and every fix is written to match them. If a product is too thin to write about honestly, CiteFlow tells you instead of guessing. Everything is written in your store’s own language.
Regular SEO optimizes for the ranked list of blue links. CiteFlow optimizes for GEO (Generative Engine Optimization): the signals ChatGPT, Perplexity, Gemini and Google AI Overviews weigh when they decide which store to cite in an answer. Your scan scores the store from 0 to 100 across seven of those signals, from schema and citability to AI-crawler access and brand mentions.
No. CiteFlow only reads and writes the SEO fields Shopify already exposes: page titles, meta descriptions, product copy and structured data. It never edits your theme code or design, nothing publishes without your approval, and every change is versioned so you can undo any fix in one click.
Yes. Once you start fixing, CiteFlow tracks your AI visibility every week. It asks ChatGPT, Perplexity and Gemini the real questions your buyers type, then measures how often each engine mentions or cites your store, so you can watch the trend climb. Starter tracks 10 prompts a week and Growth 50, with prompt packs to add more.
Your first store scan and your first AI fix are free, so you can see your GEO score and try a real fix before you pay. Every paid plan then begins with a 7-day free trial that you can cancel anytime.
Everything is billed through Shopify, so it lands on your normal Shopify invoice and you can cancel anytime from your admin. Starter is $29 per month and Growth is $99 per month, and paying annually costs $240 or $790 per year, about a third off.
One credit covers one AI rewrite, so a product that needs a fresh title, description and FAQ schema uses about two to three credits. Starter includes 500 credits each month and Growth 3,000, and you can upgrade between plans whenever your catalog grows.
See what AI assistants see. Your GEO score, every gap, and one free fix, in about 30 seconds.
FIRST SCAN & FIRST FIX FREE · NO THEME EDITS · UNDOABLE