What open source internal linking strategy tools do professional SEOs recommend for bootstrapping startups?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What open source internal linking strategy tools do professional SEOs recommend for bootstrapping startups?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
open source internal linking tools SEO Link Whisper alternatives GitHub internal link analysis crawler Google ↗
professional SEO recommendations internal linking tools open source Screaming Frog alternatives site crawler link suggestions Google ↗
- Source repository · github.com
- Open Source Internal Linking: Self-Host the Whole Agent · linkagent.app
- The 7 Best Internal Linking Tools in 2026 (Tested) · linkagent.app
- LibreCrawl repository · github.com
- GitHub - ZensInk/awesome-open-source-seo: Open-source SEO tools only — crawlers, SERP, GEO/AI-search, CLI toolkits. No SaaS, no affiliate links. · github.com
- GitHub - crawlseo/crawlseo: Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard. · git.mitgai.net
- GitHub - martech-engineer/WebKnoGraph: WebKnoGraph is an open research project that uses data processing, vector embeddings, and graph algorithms to optimize internal linking at scale. Built for both academic and industry use, it offers THE FIRST FULLY transparent, AI-driven framework for improving SEO and site navigation through reproducible methods. · github.com
- Source repository · github.com
- internal-linking · GitHub Topics · github.com
- Source repository · github.com
- Source repository · github.com
- GitHub - nightwatch-seo/awesome-seo-tools: A curated list of 219+ awesome SEO tools — keyword research, rank tracking, technical SEO, and AI search (GEO/AEO). Updated for 2026. · github.com
- Best Internal Linking Tools (2026): 10 Compared · lilachbullock.com
- Best tools for automated internal linking at scale · automaticseos.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source internal linking tools SEO Link Whisper alternatives GitHub internal link analysis crawler OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
professional SEO recommendations internal linking tools open source Screaming Frog alternatives site crawler link suggestions OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |