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SEO + AI-search toolkit for founders and small agencies: keyword research, rank tracking, site audits, Search Console, and which AI assistants mention you. Works with AI agents via MCP. Free plan; paid from $15/mo.

PH · launched Nov 10, 2026 · 2 upvotes (top 19%) · 0 views

Niche: ai search optimization tools · 120 launches, 14 in the last 7 days ▲ +8% · Explore this niche →

Category and tags
  • Horizontal
  • Analytics & BI
  • B2B
  • AI feature
  • Commercial product
  • Analytics
  • Marketing
  • SEO

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More like this: all 120 launches in ai search optimization tools →

Could you build this?

Partial The dashboard, audits, and Search Console integration are vibe-codeable, but keyword volumes and rank tracking depend on third-party SERP and keyword data at scale, and tracking AI assistant mentions requires querying many models repeatedly.

What it would actually take: Build the UI and MCP server on top of Google Search Console and a paid SERP/keyword data provider such as DataForSEO or SerpAPI. Rank tracking needs scheduled crawls with proxy rotation and storage of daily time series. Measuring AI-assistant mentions means running prompt panels across ChatGPT, Perplexity, and others and parsing citations, which is costly and brittle, so it needs real data-pipeline engineering.

Competitors

Other products that read as similar to this one : 574 launches clear the similarity bar, closest 8 shown.

Attention rank: #75 of 575 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 327 days after the earliest competitor.

  • RankNovo · ph · 2026-10-12 · 1 upvotes · similarity 0.51
  • BeFirst SEO · ph · 2026-10-10 · 1 upvotes · similarity 0.49
  • Denvora SEO · ph · 2026-09-24 · 1 upvotes · similarity 0.49
  • Aventos · hn · 2026-01-16 · 19 upvotes · similarity 0.49
  • Free Website Audit by Alternate · ph · 2026-11-06 · 1 upvotes · similarity 0.48
  • MEGA SEO · ph · 2026-09-19 · 1 upvotes · similarity 0.47
  • SEO & Rank · ph · 2026-11-14 · 1 upvotes · similarity 0.47
  • OpenSEO · ph · 2026-07-19 · 930 upvotes · similarity 0.46

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.