AI Search Discovery coverage for every agent, crawler, and answer surface shaping demand.
Track how buyers discover, compare, and validate brands across AI answers. prompts-gpt.com combines prompt monitoring, model coverage, crawl-to-citation evidence, AI crawler signals, and content agents into one repeatable visibility workflow.
Monitor brand discovery across the models buyers actually use.
The coverage layer keeps prompt results comparable across answer engines, so teams can see whether a miss is isolated to one model, tied to crawler access, or part of a broader citation gap.
ChatGPT
openai/gpt-5.5
Google AI
google/gemini-3-flash
Google AI Mode
google/gemini-3-flash
Perplexity
perplexity/sonar
Google Gemini
google/gemini-3-flash
Anthropic Claude
anthropic/claude-sonnet-4.6
Meta Llama
meta/llama-4-maverick
DeepSeek
deepseek/deepseek-v4-pro
Grok
xai/grok-4.3
From AI search prompts to a ranked action backlog.
AI Search Discovery is not a single rank. It is the pattern of prompts, crawler visits, cited sources, competitors, sentiment, and model-specific visibility that determines whether AI agents can find and trust your brand.
Map AI agent discovery prompts
Group the questions people ask AI assistants when comparing vendors, products, categories, locations, and alternatives.
Connect crawls to citations
Compare how each supported answer surface mentions, ranks, cites, and frames your brand after agents and crawlers reach your pages.
Activate content agents
Prioritize owned-source fixes, third-party citation work, schema updates, and content briefs from answer evidence.
10-Metric System
Measure the signals behind agent-driven discovery.
Each scan captures the outcome and the evidence behind it: where the brand appeared, which crawlers reached it, which competitors displaced it, which sources were cited, and what content-agent action should move the next answer.
Baseline
AI Visibility Score
A rollup score for whether the brand is mentioned, cited, recommended, and framed well across monitored prompts.
Presence
Brand Mention Rate
How often the brand appears in buyer-style answers across the tracked prompt set.
Presence
Answer Position
Average placement when the answer lists vendors, products, agencies, or recommended sources.
Competition
AI Share of Voice
The brand's share of answer mentions compared with named competitors in the same prompt cluster.
Competition
Competitor Pressure
Prompts where competitors appear ahead of the brand or own the recommendation completely.
Message
Sentiment Quality
Whether answer wording is positive, neutral, mixed, or negative when the brand is mentioned.
Sources
Owned Citation Share
How often answers cite owned pages instead of third-party, competitor, community, or directory sources.
Sources
Source Quality Score
A quality read on the sources shaping the answer, including owned pages, reviews, media coverage, listicles, Reddit, YouTube, and news.
Technical
Crawler Citation Match
How often cited pages have recent AI crawler activity, so crawler access can be connected to later answer evidence.
Action
Opportunity Backlog
Open fixes generated from missed mentions, weak citations, competitor wins, content gaps, and readiness issues.
A complete operating layer for AI answer visibility.
AI Search Discovery Reports
Build a report for a configured domain with 25 custom prompts, ranking evidence, crawler signals, and Brand Performance analysis across discovery surfaces.
Prompt Monitor
Track category, competitor, recommendation, local, alternatives, and buying-intent prompts buyers ask AI agents before visiting your site.
Answer Visibility Scan
Extract brand mentions, answer position, sentiment, competitors, citations, model surface, and the source evidence behind each result.
Media & Citation Analytics
Classify owned, competitor, Reddit, YouTube, review, news, directory, publisher, video, and listicle sources shaping AI recommendations.
AI Crawler Timeline
See which known AI agents and crawlers read your pages, then connect those visits to later citations and answer evidence.
Prompt Research
Find prompt gaps from competitor wins, missed mentions, buying intent, source gaps, and recommendation answers.
AI Readiness Checks
5 checks review crawler access, entity clarity, citation quality, prompt coverage, and competitor pressure.
Content Agents
Turn crawl, citation, and prompt evidence into briefs for pages, FAQs, comparisons, schema fixes, source outreach, and answer-ready updates.
Shopping Visibility
Track product recommendations, buying prompts, category winners, missing attributes, and competitor-owned purchase journeys.