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Results
2
Public preview rows
Prompt volume
27,671
Monthly imported or estimated demand
Top opportunity
91%
coverage-analysis citations answer sources citations citations citations recommendation prompts
Coverage
United States / North America / English
Country, region, and language metadata
Avg confidence
45%
Average source confidence across the visible result set.
Source-owner mix
Mostly self-owned
Clarifies whether current rows are dominated by owned domains or independent publishers.
Self-owned sources
2
Rows where the searched brand/domain appears to own the citation source.
Third-party sources
0
Rows tied to external publishers, directories, or review-style domains.
Seeded fallback rows are estimates for v1. Import market CSV data to replace them with persisted evidence.
What this search proves
Seeded rows are planning estimates only. Use them to pick a direction, then save a monitor or import real demand data.
Treat recommendation-style prompts separately from category or comparison prompts. A brand can appear in AI answers without being the recommended choice.
Source confidence rates how trustworthy the row is as a market-research signal. It is not a live citation count from an observed AI answer.
Use this surface to find demand and likely source owners first. Use AI Search and saved monitors to capture real answer snapshots, citations, and competitor movement.
Top source owners in view
1 ownerAI visibility
Topic/category owner
2 rows · 45% avg confidence
coverage-analysis citations answer sources citations citations citations recommendation prompts
Recommended next move
coverage-analysis citations answer sources citations citations citations recommendation prompts shows 16,471 monthly demand with a 91% opportunity score and 45% source confidence. AI visibility is a modeled source owner attached to this seeded preview row. No tracked competitors were attached to this row yet, so save it and add competitor tracking next.
Side-by-side comparison snapshot
Compare the strongest visible opportunities before turning them into monitors, briefs, or competitive research queues.
coverage-analysis citations answer sources citations citations citations recommendation prompts
AI visibility
Volume
16,471
Opportunity
91%
Confidence
45%
Source owner
AI visibility
Which coverage-analysis citations answer sources citations citations citations recommendation prompts options should teams in United States compare before buying?
coverage-analysis citations answer sources citations citations citations recommendation prompts
AI visibility
Volume
11,200
Opportunity
77%
Confidence
45%
Source owner
AI visibility
Which sources do AI engines cite when recommending coverage-analysis citations answer sources citations citations citations recommendation prompts?
2 market prompts found for coverage-analysis citations answer sources citations citations citations recommendation prompts
Save coverage-analysis citations answer sources citations citations citations recommendation prompts into a recurring monitor so demand estimates become answer snapshots, citations, competitor movement, and weekly next actions.
| Market | Prompt | Intent | Engine | Volume | Opportunity | Coverage | Source | Observed | Action |
|---|---|---|---|---|---|---|---|---|---|
coverage-analysis citations answer sources citations citations citations recommendation prompts AI visibility Match: keyword, prompt | Which coverage-analysis citations answer sources citations citations citations recommendation prompts options should teams in United States compare before buying? Recommendation prompts | Recommendation | ChatGPT | 16,471 | 91% | United States / North America / English | Seeded Fallback 45% confidence | Seeded estimate | |
coverage-analysis citations answer sources citations citations citations recommendation prompts AI visibility Match: keyword, prompt | Which sources do AI engines cite when recommending coverage-analysis citations answer sources citations citations citations recommendation prompts? Citation gaps | Competitor | Perplexity | 11,200 | 77% | United States / North America / English | Seeded Fallback 45% confidence | Seeded estimate |
Expand this market research
Current AI-visibility platforms win on prompt discovery, not just one search. Explore adjacent comparison, recommendation, and source-readiness queries next.
Compare this query across answer engines
AI visibility tools win on cross-platform coverage. Re-run the same query across engines to expose mention and source-owner differences.
Research the surrounding market, not just one query
Direct competitors and adjacent AI-visibility products position themselves around citations, answer-engine optimization, prompt research, and source readiness. Use these lenses to widen discovery before saving a monitor.
AI visibility platforms
Direct competitors that track mentions, citations, and recommendation share across AI engines.
AI visibility platforms
Answer engine optimization tools
Adjacent AEO and GEO platforms positioned around answer-engine visibility programs.
answer engine optimization tools
AI recommendation monitoring
Products focused on shortlist placement, recommendation framing, and answer-engine winner/loser shifts.
AI recommendation monitoring
Benchmark against named AI visibility competitors
Use direct competitor and adjacent AEO/GEO queries to spot share-of-answer and source-owner gaps before saving a monitor.
Profound
Enterprise AI-visibility benchmark centered on answer presence, citations, recommendation movement, and competitive prompt coverage.
Profound AI visibility platform
Scrunch AI
Direct competitor focused on citation tabs, citation-share versus response-presence analysis, and source-priority workflows.
Scrunch AI citations and answer visibility
Semrush AI Visibility Toolkit
SEO-adjacent benchmark built around topic gaps, source opportunities, cited pages, and competitor research across AI platforms.
Semrush AI Visibility Toolkit competitor research
AEOVisor
Direct AEO competitor positioned around share of voice, citations, and no-signup AI visibility audits.
AEOVisor AI visibility monitoring
Peec AI
Direct AI-visibility platform focused on citation intelligence, query fanouts, and prioritized actions.
Peec AI visibility actions
OtterlyAI
Adjacent competitor focused on daily prompt monitoring, AI prompt research, and domain citation tracking.
OtterlyAI AI search monitoring
Yext Scout
Enterprise adjacent product positioned around location-aware benchmarking and structured-data trust.
Yext Scout AI search visibility
Recommendation monitoring
Generic adjacent category for platforms that track shortlist placement and recommendation movement.
AI recommendation monitoring tools
Ahrefs Brand Radar
Search-backed AI visibility platform with 400M+ monthly prompts, free checker, cited domain/page analysis, and Grok tracking.
Ahrefs Brand Radar AI visibility checker
Dashboard users can save this query into a project, turn it into a recurring monitor, and keep the first research prompt tied to the same result set.
Save as recurring monitorPrompt-volume index
Search demand and opportunity records before creating a monitor.
Engine filters
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Dashboard workflow
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