Scope
Track your brand’s AI visibility
33 followers
Track your brand’s AI visibility
33 followers
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.
👋 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that LLMs are always evolving how do you make sure the results reflect the current model behavior and aren’t based on outdated or cached responses?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monitor live responses across models like GPT-4, Claude, and Gemini to reflect their current behavior, not cached or outdated outputs.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.
Do you have a breakdown that shows which AI models (like GPT-4 or Claude) mention your brand the most or in a positive light?
@aria_smith2 Hey! Really appreciate the thoughtful question 🙌
Yes — Scope already shows which AI model (GPT-4, Claude, Gemini, etc.) mentions your brand,
and lets you browse each answer by model, query type, and position in the output.
We're also working on:
✅ Sentiment tagging
✅ Mention prominence (top vs mid vs footer)
✅ Trends over time by model
Excited to go deeper here — thanks for the nudge!
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