Vantage research · November 2026 · MCP and agents
What AI cites for “best mcp servers for seo”
ChatGPT cited 10 sites, Gemini cited 7 sites, Perplexity cited 9 sites. No site was cited by all three.
Updated monthlyNext edition 1 December 2026
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
10 sites · opens with a sentence · has a table · opening 7 words
- ahrefs.com
- semrush.com
- github.com
- dataforseo.com
- screamingfrog.co.uk
- bestseomcp.com
- popmcp.com
- squirrelscan.com
- aiseoshift.com
- martechdb.com
Brands namedAhrefs MCP, Semrush MCP, Google Search Console MCP, DataForSEO MCP, Screaming Frog MCP, Firecrawl MCP, Google Analytics 4 MCP, SE Ranking MCP
Gemini
7 sites · opens with a sentence · no table · opening 28 words
- answersocrates.com
- nightwatch.io
- seranking.com
- seoptimer.com
- agilityportal.io
- dashthis.com
- segmentstream.com
Brands namedGoogle Search Console, Google Analytics 4, SE Ranking MCP, Semrush MCP, Ahrefs MCP, Screaming Frog SEO Spider MCP, DataForSEO MCP, Nightwatch SEO MCP
Perplexity
9 sites · opens with a sentence · no table · opening 10 words
- marketing91.com
- themeisle.com
- instawp.com
- rctrl.com
- github.com
- answersocrates.com
- keyword.com
- templated.io
- serpstat.com
Brands namednone
Cited by more than one engine
- github.com
- answersocrates.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best mcp servers for seo”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More MCP and agents questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.