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SEO Evolution Analyzer
Will ChatGPT cite your site? Test it live.
Paste any URL and get scored across AEO, AIO & GEO — then run live citation tests against GPT-4o and Claude to see if your brand actually gets mentioned, or a competitor does instead. Get schema, llms.txt, and entity fixes, plus a watch list to track it over time.
Hey Product Hunt!
I'm Syful — this is my second launch here (built LeadFlow a
few weeks back). This one started with a simple question:
will ChatGPT actually cite your site, or does it recommend a
competitor instead? Most SEO tools have no idea — they only
measure Google rankings, not AI citations.
**How it works:**
🎯 Score — paste any URL and get a readiness score across
AEO (featured snippets), AIO (Google AI Overviews), and GEO
(ChatGPT/Perplexity/Claude/Gemini), plus crawlability
🔍 Live citation test — sends real buyer-intent prompts to
GPT-4o and Claude and checks whether your brand actually
gets mentioned — and which competitors get cited instead
⚔️ Competitor gap — same test, side by side against a
competitor's page, so you see exactly what they're doing
that you're not
🛠️ Auto-generated fixes — ready-to-paste JSON-LD schema,
llms.txt, and an entity/knowledge-base plan, not just a
list of problems
📌 Watchlist — track your score over time instead of a
one-off check
**Why it's different:**
Most tools give you a checklist. This one tells you whether
you're actually being cited right now, by real models, and
hands you the exact fix — not generic advice.
**Try it free:**
Signup needed for the core scan. Sign in with Google to
save watchlists and get weekly digests. As a PH exclusive,
use code G3ODE4MG for 30% off Pro for the next 30 days.
**What I'd love from you:**
I'll be here all day. Genuinely curious — when you run the
citation test on your own site, does the result match what
you expected? That gap (or lack of one) is exactly what I
want to hear about.
Thanks for taking a look
About SEO Evolution Analyzer on Product Hunt
“Will ChatGPT cite your site? Test it live.”
SEO Evolution Analyzer was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #130 on the daily leaderboard. Paste any URL and get scored across AEO, AIO & GEO — then run live citation tests against GPT-4o and Claude to see if your brand actually gets mentioned, or a competitor does instead. Get schema, llms.txt, and entity fixes, plus a watch list to track it over time.
On the analytics side, SEO Evolution Analyzer competes within SEO and Artificial Intelligence — topics that collectively have 518.1k followers on Product Hunt. The dashboard above tracks how SEO Evolution Analyzer performed against the three products that launched closest to it on the same day.
Who hunted SEO Evolution Analyzer?
SEO Evolution Analyzer was hunted by syful islam. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of SEO Evolution Analyzer including community comment highlights and product details, visit the product overview.