
Anvil
Monitor and optimize brand presence across AI platforms
353 followers
Monitor and optimize brand presence across AI platforms
353 followers
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.





Anvil
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.
@daniel_siryakov 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.
Airweave
this is an interesting direction for the future of ads. how does anvil enable me to steer and improve my brand's visibility across GenAI platforms?
Anvil
@lennertjansen Several ways you can improve your visibility:
1) See where the content gaps are and publish more relevant content
2) See where you are being cited and get more citations
3) Engage with the community like reddit that feeds into ChatGPT
Anvil helps with all of that!
cubic
This looks great. how granular can Anvil get with competitor tracking?
For example, can I see which specific prompts or topics are driving their visibility in ChatGPT, and how often those change over time?
Anvil
@paul_sangle_ferriere1 absolutely, we allow you to benchmark vs competitors and see in which prompts they appear and you dont - and how that is changing over time. You can then tailor your content or outreach strategy to target that specific prompt.
350+ E-Commerce Tools Database
NICE! It's like semrush but specifically for AI search. Very cool idea. Just a couple questions.
How does the app work without making hundreds of API calls? Does it use a specified model along with the specified LLM?
Just a little note, the walkthrough video in the launch is very quiet. It might be worth boosting the audio and reuploading.
Great looking app! Congrats on the launch!
Just tried out Anvil and I’m seriously impressed. It’s such a clean and thoughtful approach to streamlining document-based workflows; something so many teams struggle with but rarely tackle this elegantly. The fact that you can build and automate paperwork without code feels like a game-changer.
I’m curious, how flexible is Anvil when it comes to integrating with tools like HubSpot or Airtable? And what’s been the most unexpected use case you’ve seen so far?
Congrats on the launch. Excited to see where this goes!
Kandid
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?”
Congrats on the launch launch team! @barak_ben_noon1 @daniel_siryakov
Anvil
@barak_ben_noon1 @lakshya_singh thanks!