GEO AI MENTION
From the AI crawl to the final mention, the only tool that follows the full chain
- Rank
- #83
- All-time votes
- 8
Productivity tool by Laurent Thomas on Smol Launch.
- Pricing
- 0
- Launched
- August 2026
- Website
- geo-ai-mention.com
- Maker
- @laurent_thomas
Screenshot
About
Most GEO tools today only show whether your brand appears in ChatGPT or Perplexity.
That’s useful — but incomplete.
We built GEO AI Mention to solve the next layer of the problem:
→ Reverse AI Lookup
Enter any domain and discover every prompt where LLMs cite it — by intent, vertical and model.
→ Competitive Prompt Gap
See the exact prompts where competitors appear while your brand is absent.
→ AI Traffic Attribution
Track visits coming from ChatGPT, Perplexity, Claude or Gemini — traffic invisible in GA4.
→ Citation Chains
Identify which backlinks actually generate AI citations across LLMs.
→ AI Corrective Actions
Get actionable recommendations automatically
→ Multi-LLM Sector Scan
300+ prompts per vertical continuously executed across 6 LLMs to monitor the whole market
- AI sentiment by mention
- Localized AI Overviews
- Page-level AI authority scores
- Real-time AI crawler detection
- Cross-LLM citation propagation
Reviews, comments, and launches
No reviews yet — be the first to share your experience with GEO AI MENTION.
-
View Week of Aug 31, 2026
GEO AI MENTION
CurrentFrom the AI crawl to the final mention, the only tool that follows the full chain
Launched on August 31, 2026#838 votes
ROLLFORNEWS
ROLLFORNEWS is a lightweight daily news rundown that uses a pair of dice to turn catching up on the day’s news into a short game-like ritual.
What is Smol Launch
Makers submit a product. The community votes for one week. The best products win the week.
How it worksLaunch next week
Launch your product
Get your product in front of makers, founders, and early adopters. Sign up and launch for free.
Sign up to launchExplore Productivity
More Productivity launches
Everything you need today, in one calm place. Dayboard is a personal daily workspace for tasks, notes, links, and calendar context.
Keep the WhatsApp conversations you never want to lose, then relive the messages and voice notes as 'on this day' memories. Like 'Google Photos' but for your chats.
Paste a link, get the video. Six platforms, zero signups.
Your agent, in any app. Type @@ to ask Claude Code, Codex, or your own model in any text field, and let your agent see your Mac.
Pre-build planning tool for AI app builders. Plan before you prompt.
No comments yet
Start the conversation