Search Console is free and covers 1,168 queries in a week, which is 23 times more than a 50 keyword watchlist. It is also three days late and blind to competitors. Here is which of the five ranking questions each route can actually answer.
We ran the same 50 keywords twice, at depth 10 and depth 100. The shallow check found our domain once. The deep check found it 22 times. Same keywords, same hour, same API. Here is the cost, the time, and the failure rate of each.
Google publishes no endpoint that returns your rank. We measured what its actual APIs do return: data that is three days old, an average position that differs from a live SERP result by 7.4 positions at the median, and an inspection verdict that says NEUTRAL for a URL Google has never seen.
We priced a SERP monitor from both ends: what the data costs per query, and how often a daily check produces something worth looking at. One hundred keywords daily costs 6 dollars a month in data and about 18 hours a month in review. That ratio should decide how you configure it.
We measured 76 skill files and split the cost in two: what a skill costs while it sits on the shelf, and what it costs when it runs. The median skill costs 107 tokens to keep and 1,851 to fire. That gap should decide which SEO skills you install.
We sent one prompt to the same model six times with web search on. Across the six answers, 18 distinct URLs were cited and not one of them appeared in all six runs. Here is what an AI visibility tracker has to record if it is going to mean anything.
Most ranking monitors alert on a three position drop. Across 106 queries in our own Search Console data, the median query swings 7.45 positions. Here is the calibration that turns a noisy alert into a usable one.
An AI Overview tracker only earns its place if it measures presence, position, and citations over time. We ran the first snapshot across 40 SEO queries. Ten percent had an AI Overview, and the pattern was not the one the panic suggests.
We connected four SEO MCP servers and asked each one for its tool list. They returned 42, 21, 4, and 1. That spread is the whole decision: a wrapper, a gateway, or a single gimmick.
Build a Codex skill that runs the operating loop of one X account: pick today's slot from a logged content mix, draft in the right shape, reject weak hooks with a deterministic gate, and review performance from an X API pull or a manual export.