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Notra
For product teams: Notra converts merged PRs into on-brand changelogs and launch posts so you ship marketing updates without manual writing.
Built by Dominik Koch
Visit website → Upvotes · 197
In category: #1020 of 2811 · Artificial Intelligence
Notra is a Product Hunt listing on Launch Llama with 197 total upvotes, founded by Dominik Koch who joined in Jun 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
197upvotes
Community score
Dominik Koch (Joined Jun 2026)
Founder
Compared against 6 alternatives
Market comparison
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Key Features
- Monitor competitor visibility and share of voice across AI answers
- Identify content gaps where engines answer but you are missing
- Attribute traffic from AI crawlers and referrals to your site
- Generate marketing content including images and long-form posts
About
Notra is a generative engine optimization tool that tracks where your brand appears in AI answers from ChatGPT, Claude, Gemini and Perplexity. It shows you mention rates, positions, competitor visibility and content gaps so you can improve your recommendations in AI search results.
Use Cases
- Founders who want to track how often their brand appears in first AI search results
- Marketing teams monitoring their visibility across multiple AI engines and languages
- Agencies managing visibility for multiple brands across different AI platforms
Pricing
Starter plan at $1,000/year for 2,000 tracked answers monthly. Growth at $2,500/year for 6,000 answers. Scale at $5,500/year for 12,000 answers. Enterprise with custom pricing. All plans include 2 months free.
FAQ
What is GEO?
GEO stands for Generative Engine Optimization. It means getting your brand into the answer when someone asks ChatGPT, Claude, Gemini or Perplexity what to buy. Notra measures where you appear in those answers and shows you how to improve it.
Which engines and models do you scan?
ChatGPT, Claude, Gemini and Perplexity with web search, plus Google AI Overview and coding agents that research live. Models from Moonshot, Z.AI, DeepSeek, Mistral, Meta and Grok run without web search. You pick which ones run, and the model list refreshes as new releases ship.
What counts as an AI answer tracked?
One prompt asked to one engine in one language on one scan. Ten prompts across five engines in two languages, scanned every 48 hours, is about 1,500 answers a month.
How does traffic tracking work? Do I need a script tag?
You don't need one. Add @usenotra/geo as a proxy or middleware in your Next.js, Nuxt, TanStack Start, Astro or SvelteKit site. It posts a small request envelope to Notra, we do the matching on our side and anything human is dropped before it is stored.
Is a crawler fetch the same as a citation?
No. Cited in answer means an assistant fetched the page while it was answering someone. Training crawlers and indexers get their own labels, and a Referral is a real person clicking through from an AI answer. Notra reports each one separately.
Do my prompts and answers get retained by the model providers?
Not if you turn on zero data retention (ZDR). It costs +20% on Starter, Growth and Scale and is included on Enterprise. With ZDR enforced, scans only go to models whose provider offers zero data retention. Not every model has a ZDR host, so those stay off unless you approve them for the project.
Can Notra write the content too?
Yes. Pick a gap, choose guide, listicle or comparison and Write plans a brief from your brand identity, your sitemap and the competitors you track. You approve the brief, the draft opens in Content.
Founder Guides
Alternatives
- BrandReply
For brands: BrandReply tracks how ChatGPT and Perplexity mention you so you optimize your presence and become their top recommendation.
- VisibAI
For marketing teams: VisibAI audits your brand visibility across ChatGPT, Perplexity, Claude, and Gemini so you know exactly where you rank in AI-generated recommendations.
- Howseen AI
Track how AI recommends your brand, and get cited
- Citero
For marketers: Citero tracks how AI models describe your brand across ChatGPT, Perplexity, and Gemini so you optimize visibility in AI search.
- AIOVantage
For marketers: AIOVantage tracks your brand mentions across ChatGPT, Claude, Perplexity, and Gemini, then compares competitors and monitors AI Share of Voice.
- AIOverview
For marketers: AIOverview tracks your brand visibility in AI search engines like Google AI Overviews, ChatGPT, and Gemini with monitoring and PDF reports.
Ask AI
ChatGPT Claude Perplexity Grok
For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery