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AI Visibility (GEO)

How often ChatGPT, Claude, Gemini and Perplexity cite roastandbrewguide.com for the keywords in its content plan.

Citation rate
32%
of AI answers link to your site
Keywords checked
7
Tracked keywords
5

Outcome breakdown

The latest result for each checked keyword, grouped by what AI assistants did with your site.

Cited · 114%AI assistants link to your site.
  • best manual coffee grinder1,450ChatGPT · 2,100 Google AI Overview tracking on
    Cited: roastandbrewguide.com, coffeegearhub.com
Mentioned, not cited · 229%Your brand is named but your site isn't linked.
  • pour over coffee ratio2,300ChatGPT · 3,400 Google AI Overview tracking on
    Cited: brewdaily.co, beanscience.org
  • best coffee scale with timer760ChatGPT · 1,100 Google AI Overview
    Cited: coffeegearhub.com
No citations · 229%Nobody is cited — an open opportunity.
  • cold brew concentrate ratio1,200ChatGPT · 1,800 Google AI Overview tracking on
  • chemex grind size520ChatGPT · 690 Google AI Overview
Competitor cited · 229%Another site is cited instead of yours.
  • aeropress vs french press980ChatGPT · 1,500 Google AI Overview tracking on
    Cited: coffeegearhub.com, brewdaily.co
  • best beans for moka pot310ChatGPT · 450 Google AI Overview tracking on
    Cited: coffeegearhub.com, beanscience.org

By AI assistant

All-time citation rate per assistant.

  • ChatGPT4/7 · 57%
  • Perplexity3/7 · 43%
  • Gemini1/7 · 14%
  • Claude1/7 · 14%

Net change over time

Gained means a keyword moved to a better outcome since its last check. Lost means it moved to a worse one. Changed means it moved between two outcomes that don't rank better or worse than each other — for example, a competitor cited in a comparison-style query instead of a general one.

Gained
1
Lost
1
Changed
1
  • best manual coffee grinder
    Mentioned, not cited → Cited · Oct 21, 2026
  • aeropress vs french press
    Competitor cited (general query) → Competitor cited (comparison query) · Oct 19, 2026
  • cold brew concentrate ratio
    Mentioned, not cited → No citations · Oct 3, 2026

Tracked keywords

  • best manual coffee grinderCited
    weekly · next check Oct 28, 2026 · last checked Oct 21, 2026
  • pour over coffee ratioMentioned, not cited
    monthly · next check Nov 10, 2026 · last checked Oct 10, 2026
  • aeropress vs french pressCompetitor cited (comparison query)
    weekly · next check Oct 26, 2026 · last checked Oct 19, 2026
  • cold brew concentrate ratioNo citations
    monthly · next check Nov 3, 2026 · last checked Oct 3, 2026
  • best beans for moka potCompetitor cited (general query)
    weekly · next check Oct 25, 2026 · last checked Oct 18, 2026

Top competitor domains

Sites AI assistants cite for your keywords.

  • coffeegearhub.com4 keywords · 840 referring domains
    • best manual coffee grinder1,450ChatGPT · 2,100 Google AI Overview tracking on
      Cited: roastandbrewguide.com, coffeegearhub.com
    • aeropress vs french press980ChatGPT · 1,500 Google AI Overview tracking on
      Cited: coffeegearhub.com, brewdaily.co
    • best coffee scale with timer760ChatGPT · 1,100 Google AI Overview
      Cited: coffeegearhub.com
    • best beans for moka pot310ChatGPT · 450 Google AI Overview tracking on
      Cited: coffeegearhub.com, beanscience.org
  • brewdaily.co2 keywords · 310 referring domains
    • pour over coffee ratio2,300ChatGPT · 3,400 Google AI Overview tracking on
      Cited: brewdaily.co, beanscience.org
    • aeropress vs french press980ChatGPT · 1,500 Google AI Overview tracking on
      Cited: coffeegearhub.com, brewdaily.co
  • beanscience.org2 keywords · 125 referring domains
    • pour over coffee ratio2,300ChatGPT · 3,400 Google AI Overview tracking on
      Cited: brewdaily.co, beanscience.org
    • best beans for moka pot310ChatGPT · 450 Google AI Overview tracking on
      Cited: coffeegearhub.com, beanscience.org