Two kinds of data
SEO suites such as Ahrefs and Semrush crawl the web and build their own keyword and backlink databases. They estimate traffic and rankings for any site, including your competitors. Search consoles (Google Search Console, Bing Webmaster Tools, Yandex Webmaster) report what the search engine itself recorded for sites you have verified: real clicks, impressions, average position and index status.
Both now reach AI assistants through MCP servers: Ahrefs MCP and Semrush MCP for suite data, mowteng for the consoles.
Side by side
| SEO suite data | Your console data | |
|---|---|---|
| Source | The suite's own crawler and keyword panels. | The search engine's own records. |
| Accuracy for your site | Estimates; can differ a lot from reality. | Exact clicks and impressions (with Google's privacy filtering). |
| Other sites | Yes: competitors, the whole market. | No: only sites you have verified. |
| Keyword volume and backlinks | Yes. | No volume; links reports are limited. |
| Index status and crawl problems | From the suite's own crawl. | From the engine itself: URL inspection, sitemaps, crawl issues. |
| Acting on it | Reports and audits. | Submit sitemaps and URLs to the engine. |
| Typical price | From about $129–$199 a month for plans with MCP access. | The consoles are free; mowteng is $9 a month. |
Use suite data when
- You research new keywords, their volume and difficulty.
- You study competitors or build links.
- You need numbers for a site you do not own.
Use your console data when
- You want to know what really happened: which pages lost clicks, which queries are close to page one.
- You need to check indexing, sitemaps or crawl problems.
- You want to act: submit a sitemap, send changed URLs to IndexNow.
Some suites can show your own Search Console data too, once you connect Search Console inside the suite; Ahrefs' MCP has a Search Console tool group for such projects. That data then reaches you through the suite, and it covers Google only.
Which queries bring my site impressions but almost no clicks, and which page ranks for each?
About this comparison
Suite prices and MCP features were read from Ahrefs and Semrush on 5 November 2026. If something changed, email hi@milowda.com.