Add buyer prompts
Add the questions buyers ask in ChatGPT, Perplexity, Gemini, and other engines. Group them by topic, stage, and market.
Tracked prompts
Export CSVWhat should buyers see first?
Add your brand and competitors. Citlyze shows where AI names you, cites you, or sends buyers to someone else.
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Evidence from the answer engines your buyers use.
Find the prompts buyers ask, see who wins them, and rank the pages or sources to fix first.
Add the questions buyers ask in ChatGPT, Perplexity, Gemini, and other engines. Group them by topic, stage, and market.
Tracked prompts
Export CSVWhat should buyers see first?
Use volume, competitor mentions, and citations to choose the next page, brief, or source outreach.
Suggested prompts
14 foundbest platform for AI visibility reports
how to monitor ChatGPT citations
tools for generative engine optimization
Compare your brand against the companies AI recommends in your market.
Brand visibility
This weekNorthstar
+4AtlasDesk
+2RelayOps
-1Compare ChatGPT, Gemini, Perplexity, DeepSeek, ByteDance, and Grok in one view.
Engine coverage
ChatGPT
88Gemini
81Perplexity
74DeepSeek
66ByteDance
59Grok
52Google AI Overview
Google AI Mode
See the pages answer engines quote when your brand loses visibility.
Turn lost prompts into briefs, source outreach, and page updates.
Recommendation queue
Ranked by upsideUpdate comparison page
Add the proof AI engines cite
Join category discussions
Competitors appear in forum sources
Pitch partner guide
Source appears in lost answers
Brief new use-case page
Decision prompt has no citation
Track visibility and share of voice, read the cited sources behind each answer, and rank the prompt gaps your competitors win. One workspace covers all six engines.
Track buyer prompts across ChatGPT, Gemini, Perplexity, DeepSeek, ByteDance, and Grok, plus weekly checks of Google AI Overviews and AI Mode. Group prompts by journey stage so your team sees where buyers compare, shortlist, and decide.
ChatGPT answer
Buyer prompt · Decision stage
Prompt
Which AI visibility tools should AtlasDesk compare?
The answer names Northstar and RelayOps first. AtlasDesk appears later without a cited source.
Recommended next action
Update the comparison page
See the pages AI cites for each prompt. Sort sources by content type, channel, and whether they name a competitor instead of your domain.
Citation share
Owned sources in AI answers
31%
cited
g2.com
Review
reddit.com
UGC
partner guide
Earned
Prioritize sources that competitors cite and your domain misses.
Compare visibility, mentions, answer position, and sentiment against the competitors AI recommends in your category.
See whether AI names you as the main recommendation, a supporting option, or a cited source.
Rank competitor wins by prompt, source, content type, and keyword. Your team sees which fix to ship first.
Create a reviewable draft from the prompts and sources where your brand is missing.

Review the answer text from each engine, including your placement, sentiment, and the competitors recommended ahead of you.
Explore the platformSee the page, prompt, content type, and engine behind every citation. Use that source list to choose what to build, who to pitch, and which pages to fix first.


Rank competitor-winning prompts, then give writers the angle, sources, and keywords for the next page.
See recommendationsStart a trial to see the prompts where buyers find other brands, the sources engines quote, and the fixes worth shipping first.
Spot high-intent questions where AI recommends a competitor before your brand.
Find the third-party pages engines cite, then prioritize the outreach that can get your brand included.
Give content and SEO teams a short list of pages to update, guides to pitch, and prompts to win back.
Add your brand, competitors, and high-intent prompts. Group them by topic and buying stage.
Compare when AI names you, when competitors take the answer, and which sources shape the recommendation.
Give your team a ranked backlog of pages, source gaps, and briefs tied to lost prompts.
Ask ChatGPT, Claude, Cursor, Codex, or another MCP client for visibility trends, cited sources, and competitor gaps from your Citlyze workspace.
Book a demoCitlyze MCP show AsterFlow visibility trend, lost prompts, and cited sources for the last 30 days
Buyers ask ChatGPT and Perplexity for a shortlist. If the answer names competitors, they skip your site. See the prompts you lose, the sources behind the answer, and the next fix to ship.
Start free trialAI visibility priority report
AsterFlow · Field service scheduling software
6
lost prompts
4
source gaps
2
pages to update
Recommended first move
Win the scheduler prompt before RoutePilot
See the buyer questions where AI recommends competitors before your brand.
Find the pages AI trusts when it skips your domain, so content and outreach target the right sources.
Give SEO, content, and leadership a ranked list tied to revenue-stage prompts.
Want a demo of Citlyze? Book a demo
AI visibility monitoring tracks how ChatGPT, Gemini, Perplexity, DeepSeek, ByteDance, Grok, and Google's AI search surfaces mention, rank, and cite your brand. Citlyze measures those answers across your buyer prompts and shows competitor visibility, sentiment, and citation gaps.
Track how ChatGPT, Gemini, Perplexity, DeepSeek, ByteDance, and Grok mention, cite, and rank your brand. See the answer buyers get and the gaps to close.
No credit card required · Starter limits apply during trial