AI VISIBILITY & ANSWER ENGINE OPTIMISATION
ChatGPT, Claude and Gemini are the new front page. Getmd shows you exactly when they cite you, where you rank against competitors, and which of your pages earn the mention, across every prompt that matters to your buyers.
VISIBILITY SCORECARD
One run, every metric that matters. Mention rate, average position, top-3 rate and total citations, tracked week over week so you can see momentum, not just a snapshot.
Mention rate
73%
+4.5pp vs last week
Avg position
1.7
flat vs last week
Top-3 rate
61%
+3.0pp vs last week
Citations
49
+3.0 vs last week
Top-3 count
41
+2.0 vs last week
Prompts in run
67
flat vs last week
Every time an AI answers a buyer's question, someone gets cited. Share of Voice shows how much of that citation pie is yours versus every competitor, across all the prompts you track.
21% share of 829 tracked citations.
Ahead of the nearest competitor at 12%, with a complete breakdown of every tracked rival.
AI answers shift constantly. Mention Rate Over Time plots how often each brand is cited per run, with your brand front and centre and competitors muted for context, so you can prove the impact of your work and catch a competitor's surge early.
From ~30% to ~73% over the period tracked.
Every competitor charted alongside, so the trend tells the full story.
PROMPT TRACKING ANSWER ENGINE INSIGHTS
Go beyond the score. For each prompt, Getmd runs ChatGPT, Claude and Gemini and shows you the full answer, who got cited, and where you ranked, with your owned pages, competitor pages and external sources colour-coded. Know not just that you were mentioned, but how.
#1
Across all 3 providers
+7 vs 7
Owned vs competitor citations
3/3
Models that mentioned the brand
Example prompt: “HubSpot Salesforce integration partner South Africa”. Per-model transparency includes model name, tokens used and cost per run.
PAGE-LEVEL CITATION ANALYTICS
Getmd maps every page on your site to its citation performance, then sorts them into action buckets: Winners earning citations, Opportunities being crawled but not cited, Surprises cited without a recent crawl, and Dormant pages doing nothing. Stop guessing which content to fix.
Cited and crawled
2+ crawls, no citations
Cited despite zero crawls
No traffic, no citations
704 pages tracked, 827 crawls in the last 30 days, 47 pages cited (7%), 634 total citations.
PROVIDER ENGAGEMENT & RECOMMENDATIONS
For every page, Getmd plots where each AI provider sits on the crawl-by-citation matrix and tells you the next move, whether a provider isn’t crawling you (Gap), crawling but not citing (Underperforming), or citing stale content (Stale). Each comes with a specific, plain-English recommendation.
Anthropic (Claude)
Gap
Not engaged with this page.
Check that Anthropic's bot is allowed in robots.txt and that this URL appears in your sitemap. If those are clean, the page may not be discoverable through the site's internal linking.
OpenAI (GPT)
Underperforming
Crawled but never cited.
OpenAI is fetching this page but not selecting it for prompts being run. Usually a relevance signal, the content doesn't match the prompts well enough. Strengthen the on-page wording around the prompts the page is targeting.
Google (Gemini)
Stale
Cited despite no recent crawls.
Google AI is citing this page from a cached crawl. The citation could go stale as content changes. Refresh the content and ensure the page is re-crawlable (sitemap freshness, no soft-404).
Tell us about your site and our team will scope your setup, put together pricing that fits, and get you live and tracking.
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