Scope shows how your brand appears in AI-generated answers like ChatGPT or Perplexity.
Enter a domain to get real AI answer snippets, visibility scores, and compare with competitors.
Track AI visibility like you track SEO.
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Best
Maker
📌
👋 Hey Product Hunters!
Today we’re launching Scope — a visibility analytics tool built for the AI search era.
Imagine asking ChatGPT or Perplexity for product recommendations…
Now imagine your brand not being mentioned. That’s what Scope fixes.
🔍 Just enter your domain — we’ll show:
• Where your brand is (and isn’t) being recommended by AI
• How often your competitors are mentioned
• What questions lead to those answers
• And exactly how AI is mentioning your brand — with real examples
⚡ Try it free, no credit card needed.
If it helps — we’d love your upvote and feedback 🙌
Given that LLMs are always evolving how do you make sure the results reflect the current model behavior and aren’t based on outdated or cached responses?
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Maker
@avery_bolton Hey! Awesome question — and you’re absolutely right to call that out 🙌
We actively monitor live responses across models like GPT-4, Claude, and Gemini to reflect their current behavior, not cached or outdated outputs.
Since LLMs are evolving fast, Scope tracks visibility trends over time — so you can catch both sudden shifts and long-term changes in how your brand appears in AI-generated answers.
Happy to show you how it works if you’re curious!
Report
What a fantastic tool for keeping an eye on brands. Can I set up alerts for when my domain pops up in new AI responses?
Report
Maker
@eli_john Hey! Great point — appreciate you digging into the details. And alerts are definitely on our roadmap!
Right now you can manually re-check visibility for your domain anytime,
but we’re working on automated tracking + alerts when your brand appears in new AI answers (or drops out 👀).
Would love to keep you posted as we roll this out!
Report
@kong_dev Does Scope need API keys for any of the AI platforms?
We run all the queries ourselves across platforms like ChatGPT, Claude, Gemini, and Perplexity, so you can just enter a domain and get visibility data instantly.
No setup, no API config — just results.
Report
AI visibility might be influenced by training data. How does Scope deal with inconsistencies in how ChatGPT and Perplexity might describe the same brand?
Report
Maker
@camille_mcintyre Hey! Really insightful question — thank you for bringing that up 🙌
You’re absolutely right: AI visibility is shaped by both training data and real-time retrieval behaviors, and different models like ChatGPT and Perplexity can describe the same brand in totally different ways.
Scope tackles this by:
• Comparing responses across multiple models side by side
• Surfacing inconsistencies in how brands are mentioned or omitted
• Highlighting model-specific trends and patterns over time
We don’t assume one answer is “correct” — instead, Scope helps you spot gaps, biases, or opportunities across the AI landscape.
If you’d like a sample side-by-side breakdown, we’re happy to share!
Replies
👋 Hey Product Hunters!
Today we’re launching Scope — a visibility analytics tool built for the AI search era.
Imagine asking ChatGPT or Perplexity for product recommendations…
Now imagine your brand not being mentioned. That’s what Scope fixes.
🔍 Just enter your domain — we’ll show:
• Where your brand is (and isn’t) being recommended by AI
• How often your competitors are mentioned
• What questions lead to those answers
• And exactly how AI is mentioning your brand — with real examples
⚡ Try it free, no credit card needed.
If it helps — we’d love your upvote and feedback 🙌
👉 https://scopeforai.com
Given that LLMs are always evolving how do you make sure the results reflect the current model behavior and aren’t based on outdated or cached responses?
@avery_bolton Hey! Awesome question — and you’re absolutely right to call that out 🙌
We actively monitor live responses across models like GPT-4, Claude, and Gemini to reflect their current behavior, not cached or outdated outputs.
Since LLMs are evolving fast, Scope tracks visibility trends over time — so you can catch both sudden shifts and long-term changes in how your brand appears in AI-generated answers.
Happy to show you how it works if you’re curious!
What a fantastic tool for keeping an eye on brands. Can I set up alerts for when my domain pops up in new AI responses?
@eli_john Hey! Great point — appreciate you digging into the details. And alerts are definitely on our roadmap!
Right now you can manually re-check visibility for your domain anytime,
but we’re working on automated tracking + alerts when your brand appears in new AI answers (or drops out 👀).
Would love to keep you posted as we roll this out!
@kong_dev Does Scope need API keys for any of the AI platforms?
@rdward_collin Hi! Thanks for the great question 🙌
Nope — Scope doesn’t require your own API keys.
We run all the queries ourselves across platforms like ChatGPT, Claude, Gemini, and Perplexity, so you can just enter a domain and get visibility data instantly.
No setup, no API config — just results.
AI visibility might be influenced by training data. How does Scope deal with inconsistencies in how ChatGPT and Perplexity might describe the same brand?
@camille_mcintyre Hey! Really insightful question — thank you for bringing that up 🙌
You’re absolutely right: AI visibility is shaped by both training data and real-time retrieval behaviors, and different models like ChatGPT and Perplexity can describe the same brand in totally different ways.
Scope tackles this by:
• Comparing responses across multiple models side by side
• Surfacing inconsistencies in how brands are mentioned or omitted
• Highlighting model-specific trends and patterns over time
We don’t assume one answer is “correct” — instead, Scope helps you spot gaps, biases, or opportunities across the AI landscape.
If you’d like a sample side-by-side breakdown, we’re happy to share!
PenParrot
Loved using this!! Congrats on the launch.
@avizx Thank you so much @avizx
lovely! till when will it be free to use?
@_adam_lee_ hi! Thanks for interest! it's free! and you can get a free trial pro version for a month!
AI is talking—do you know what it’s saying about your brand? 🧠🔍 Scope makes tracking AI visibility feel like brand SEO 2.0. Super timely! 🚀📈