NM Signals
Make your website work better for people and AI
Details
- External ID
- 1174859
- Source
- PH
- Company
- —
- Product
- Stock Analysis: AI Signals
- Website domain
- producthunt.com
- Launched
- Sept. 18, 2026
- Cohort
- —
- Upvotes
- 58
- Upvotes percentile
- 0.9678747060081249
- Tags
- Marketing, SEO, Artificial Intelligence, OpenAI Day
- Fetched at
- Sept. 19, 2026, 5:01 p.m.
- Updated at
- Sept. 19, 2026, 5:01 p.m.
Description
Find what stops AI from reading your pages and visitors from using them. Get automated audits, UX reviews, and checks of your brand’s presence in AI answers.
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Marketing
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- website optimization tool for humans and ai scrapers
- Manually corrected
- False
Could you build this?
Partial The audit dashboard and UX testing harness are straightforward, but running reliable, non-flaky LLM citation audits (GEO/AEO monitoring) across multiple AI models requires specialized scraping and prompt evaluation infra.
What it would actually take: The frontend is a standard Next.js reporting dashboard. The backend needs headless browsers (Playwright/Puppeteer) to check site crawlability and robots.txt rules for AI bots, paired with an evaluation harness executing multi-turn queries across OpenAI, Perplexity, and Gemini to reliably measure brand visibility and citation rates without triggering rate limits or hallucinated metrics.
Competitors
Other products that read as similar to this one — 132 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 133 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- AuditSpark · ph · 2026-09-25 · 3 upvotes · similarity 0.47
- AI based Website Check · ph · 2026-09-30 · 1 upvotes · similarity 0.46
- Signal · ph · 2026-09-20 · 2 upvotes · similarity 0.46
- SiteAudit AI · ph · 2026-09-25 · 1 upvotes · similarity 0.45
- SeekinWeb · hn · 2026-07-16 · 5 upvotes · similarity 0.42
- botready.dev · ph · 2026-09-06 · 1 upvotes · similarity 0.42
- AskScore · ph · 2026-09-18 · 2 upvotes · similarity 0.42
- Agent Checker · ph · 2026-09-06 · 2 upvotes · similarity 0.41
Other launches for this product
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.