đź’ˇ SaaS Idea: SERPscope: AI SEO Change Journal + Impact Tracker
A crawler that snapshots on-page elements every 15 days, diffs changes, and correlates with rank/traffic shifts. Generates explainable AI summaries of what changed and likely impact. Ideal for in-house SEOs and agencies proving work-to-outcome links.
Platform: web
Why it's a good idea?
Problem & Proposed Solution
In-house SEO teams and agencies need to prove the impact of on-page changes on rankings / traffic. Existing rank-trackers tell you what moved, but rarely why. SERPscope promises to:
- Crawl every page snapshot (e.g. every 15 days)
- Diff HTML/content/technical fields (title, h-tags, schema, CWV, internal links, etc.)
- Overlay diffs with rank + GSC / GA traffic curves
- Auto-generate AI “change journals” that explain possible causality for clients / managers.
Evidence of Market Interest
- Reddit / Indie forums
- r/SideProject – “building a local SEO monitoring tool for my sites” (link supplied by user) — comment thread asking for beta invites & feature suggestions.
- r/SEO & r/TechSEO – recurring questions: “How do I know which change tanked my page?”, “Is there a tool that tracks on-page edits and rankings together?”
- HackerNews (search "ContentKing" or "SEO Radar") launches reached front-page multiple times.
- Paying Competitors (proof people spend money)
| Product |
Positioning |
Cheapest plan |
Notes |
| SEO Radar |
Change dete... |
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