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Multiple use case – obviously helping writers block is the most common. Personally – probably helps me write like 4 blogs in a week if I have the ideas
* Managing Satellite Sites
* E.g. Keyword Research sites
* Built/managed entirely from Cursor or Claude
* Analyzing specific patterns
* Like specific posts based on publish date (something you can’t do from GSC natively)
* Checking for known cannibalization issues
* Where we expect or its been common
* Compiling SEO reports for clients
* Keyword planning
* curating, sorting, de-duping keywordsNew Research Projects
* New Metric: MTBDR
* Mean-Time Between De-Ranking
* Working out what pages are starting to drop by looking at average clicks per day over 7-day cycles
* Looking for H2 changes
* Low KD Identification from Keyword Research Sites# Pipeline Generation
Claude misdiagnosing (absolutely hallucinating) and giving bad advice is epic. People thinking EEAT does something is going up!
# The Bad Side
Obviously misdiagnosing SEO issues is quite bad but also
People vibe coding SEO tools, applets are spamming the sub thinking that with one post they’re going to get 100k signups over night….. One of them literally just checks pages for meta-descriptions(?) – I’m not talking quality tools and new ideas – these are people who assume that because they can build a web page they are automatically endowed with SEO. And people who’ve never come to SEO to talk or help people or anything.
There are people who think that more crawling = how indexing/ranking works! One guy thinks that LLM bots fetch pages that are designed to be read by LLMs (like how do they know unless they’ve already fetched it? Wait, shhhh! dont tell them, its a surprise). Its so bad that like r/techseo restating their ban – we’ve had to re-state ours too.
This is narcissistic spam – and like people are pretending they’re offering 12 hours free or 20% off coupons like they’re doing the sub a favor
