Configure brand and domains
You define what to monitor: brand aliases, target audiences, and competitor set. Scans are executed from a controlled schedule.
Built for brands preparing for AI-led discovery
Built for AI visibility operations
AI visibility monitoring as it should be: measurable and source-backed.
Citograph gives product, marketing, and GTM teams one control surface for prompt-level mention tracking, citation provenance, competitor pressure, and technical readiness checks.
- Track ChatGPT, Perplexity, Claude, Gemini, and Grok
- See full responses, citations, and competitor visibility
- Get prompt-level action items your team can ship
- Monitor pipeline status from scan to enrichment
No scraper-backed engine claimsStored response audit trailPlan-based prompt controls
Acme Corp — brand snapshotLive pipeline
67
AEO score
Trending +4 this week
Engine status
ChatGPTPerplexityClaudeGeminiGrok
Top cited sources
reddit.com/r/devopscommunity4.4
g2.com/products/ai-platformsreview3.8
github.com/acme-corp/docsofficial4.1
docs.citograph.comdocumentation2.9
AEO Score
67
+4 this week
Known brand mentions
73%
last 20 scans
Official-domain citations
43%
up from 31%
Average confidence
81%
citation quality-weighted
Cancel anytimeUsage limits by planTeam-ready scan historyPrompt controls included
Workflow
Designed for reliability at scale
Engine polling, parser, enrichment, and sentiment classification run as a tracked sequence.
Run prompt campaigns
Every scan executes discovery, comparison, alternative, and situational prompts across all enabled engines.
Extract and classify signals
Mentions, citations, and sentiment are parsed with strict visibility rules, then enriched with source quality metadata.
Ship recommendations
You get prioritized actions by prompt intent, competitor threat, and source quality to reduce unknown or low-visibility zones.
Capabilities
What teams actually use every week
AEO Score
A 0–100 score that reflects AI recommendation health across engine responses, scan confidence, and source quality.
Citation intelligence
Track where AI systems are finding authoritative signals and identify where your official footprint is missing.
Competitive share-of-voice
Measure mention pressure across intents by competitor and by channel to find where your brand is at risk.
Technical AEO audit
Identify structural issues (sitemap, canonical, structured content signals, pricing discoverability, llms.txt) that affect LLM interpretation.
Content gaps
Get prompt-level content recommendations by intent with practical priority and likely impact on score movement.
Ops controls
Automated scanning cadence, retry-safe background queueing, and clear status visibility across pipeline stages.
Source intelligence
Know which pages are teaching AI engines about your brand
Citograph extracts cited URLs, separates official-domain references from third-party mentions, and shows source quality so teams know where to invest.
- Official-domain citation tracking
- Community, review, and documentation source grouping
- Citation trend monitoring by engine and prompt
43%
official-domain citation share
Scan operations
Keep scans reliable without losing sight of background work
A scan is not considered complete until querying, parsing, enrichment, and classification work is finished. Teams see where the pipeline is at every stage.
- Queue-driven scan workers
- Pipeline states for querying, parsing, enrichment, and sentiment
- Historical response inspection for every prompt
4
pipeline stages tracked
Outcomes
Impact measured by pipeline behavior
High
Reduce ambiguous engine outcomes
Fewer prompts end in non-affirmative answers by surfacing unknown-brand patterns early.
High
Increase trusted source share
Teams quickly focus on official and high-authority URLs that move visibility in scoring.
Medium
Operational predictability
Scheduled scans and explicit pipeline states make rollouts and reporting reproducible.
Pricing
Pick a plan aligned to scan volume and usage
Weekly, twice-weekly, or daily scan schedulesPrompt quotas matched to subscription tierCustom limits for enterprise teams
Explore
Free
Pilot with one brand and a constrained quota.
$0 per month
- 1 brand tracked
- 4 prompts total (1 per intent category)
- 1 scan / week
- Core visibility score
Launch
Basic
More prompts and faster iteration.
$149 per month
- 1 brand tracked
- 8 prompts total (2 per intent category)
- 2 scans / week
- Competitor share of voice
Most popular
Pro
Built for team adoption.
$499 per month
- Up to 3 brands
- 12 prompts total (3 per intent category)
- Daily scans
- Advanced enrichment + alerts
Enterprise
Custom
Tailored limits for enterprise teams.
Custom per month
- Custom prompt budget
- Higher concurrency
- Priority support
- Contracted onboarding and SLAs
Support
Guidance for every step of your AI visibility rollout
From first brand setup to interpreting citation patterns, Citograph gives teams a clearer path from scan results to action.
- Pilot setup guidance for brand, competitor, and prompt selection
- Scan troubleshooting across provider-specific engine behavior
- Plan recommendations for prompt limits, scan cadence, and brand count
Industries
Industry coverage built in
Developer toolsSaaSFintechHealthcareTravel & hospitalityReal estateEducationConsumer brandsProfessional services
FAQ
Implementation questions, answered
Is this data coming directly from production engines?
Each scan is performed through the configured query pipeline with provider-specific handling and persistent response storage.
Do you compare against competitors by default?
Yes, once competitors are configured. We provide prompt-level competitor share and citation pressure maps.
Can we run this for technical docs and pricing-heavy websites?
Yes. Technical AEO checks explicitly include pricing discoverability and content-path accessibility.
Start tracking the AI answers your buyers already see.
Create a brand, choose your prompts, and turn AI recommendation visibility into a weekly operating metric.
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