Anvil helps you monitor how your brand appears across AI platforms like ChatGPT, Claude, and Gemini. Track visibility trends, compare mentions against competitors, and uncover opportunities to improve your presence in AI-generated search results.
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We built Anvil because traditional SEO no longer covers how brands are discovered in AI search. As more people rely on ChatGPT and other LLMs to find products and services, companies need a way to measure and improve their presence in these new channels.
What makes Anvil unique is that it goes beyond visibility tracking, it’s also a research platform. You can:
✅ Identify high-value topics where your competitors are showing up but you aren’t
✅ Tie those topics to estimated LLM search volume and opportunity score, so you know what to focus on
✅ Get actionable recommendations on how to improve your visibility, from content ideas to structured data and citation strategies
We’re proud to be one of the first tools making GEO both measurable and actionable. Excited to hear your thoughts and feedback! Happy to answer any questions here.
Comment highlights
This is exactly where the future of brand strategy is headed. Traditional SEO's been all about keywords and backlinks but now with LLMs generating more of the search experience, GEO is a whole new frontier
Curious:
Does Anvil detect how tone or phrasing of brand mentions differ across models?
Like, does ChatGPT mention Brand A more confidently while Claude might hedge or describe it differently? That layer could be gold for shaping messaging
@daniel_siryakov This is such a brilliant idea! As AI searches rise traditional SEO definitely needs a new strategy. Love how Anvil combines visibility tracking with actionable research feels like a true game changer for brands. Curious to see how this evolves.
Anvil's ability to monitor brand presence across multiple AI platforms and provide actionable recommendations is a great help for brands looking to stay competitive in the AI search space! For brands that operate in multiple countries and languages, does Anvil support monitoring brand presence in different regions and languages?
Now this is timely. Brand visibility across AI-generated results is something more teams are waking up to.
Love the idea of uncovering mention trends
Excited to see Anvil launching today. Monitoring and optimizing brand presence across AI platforms is more relevant than ever—this could be a game-changer for brand intelligence.
I have been looking for a comprehensive tool like this - just logged in :) Congratulations on the launch team!
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services, companies need a way to measure and improve their presence in these new channels.
What makes Anvil unique is that it goes beyond visibility tracking, it’s also a research platform. You can:
✅ Identify high-value topics where your competitors are showing up but you aren’t
✅ Tie those topics to estimated LLM search volume and
his is an interesting direction for the future of ads. how does anvil enable me to steer and improve my brand's visibility across Gen AI platforms
Anvil has that visual, clever, niche vibe that hits on Xiaohongshu (小红书).
Built Redverse to help projects like this find their people on China's visual discovery engine 💫
Anvil 3 looks like a powerful tool tracking and optimizing brand presence across AI platforms like ChatGPT, Claude, and Gemini is super relevant for today’s AI-driven world. do you plan to add sentiment or tone analysis to see how mentions vary in confidence or positivity across different LLMs?”
This is such a need for us, I have no idea how to do things like SEO or show up in AI platforms.
Guys, I think this is a super timely product. It's becoming important for brands to understand how they’re represented across LLM tools. Also your UI is so slick! Kudos for this too.
This is the perfect solution for forward thinking brands. No brand should ignore this in 2025. Great work, team Anvil!!!
As a startup founder, identifying content gaps and improving brand awareness is definitely something that we don't have a lot of time for. Looking forward to trying content optimization to help us hone in on topics that are higher impact!
Congrats on the launch. Love the positioning visibility in AI-generated content is going to be huge. Anvil feels like SEO for the next frontier. Wishing you big mentions, strong rankings, and a successful launch day.