Glossary of Brand Recommendation Tracking Terms for AI Search
A brand recommendation tracker is a monitoring service that checks how artificial intelligence platforms mention, evaluate, and recommend a business when users ask conversational queries. SaidTrue provides these visibility reports across platforms like ChatGPT, Gemini, Perplexity, and Claude to show companies what AI says about them and what sources are cited.
AI Search EngineAn AI search engine is a conversational platform, such as ChatGPT, Gemini, Perplexity, or Claude, that generates direct answers and recommendations instead of listing web links. These engines gather information from across the web to answer complex user prompts.AI Brand ReputationAI brand reputation refers to the accurate or inaccurate description, tone, and sentiment generated by AI platforms when talking about a business. SaidTrue audits this reputation so business owners can verify whether AI models portray their services correctly.Citation SourcingCitation sourcing refers to the specific web links, online directories, and reference materials an AI platform uses to construct its answers. Tracking citations reveals which online sites are influencing how AI search platforms view a company.AI Reputation ScorecardAn AI Reputation Scorecard is a report generated by SaidTrue that assigns a letter grade and numerical score to a company's presence across AI tools. It offers a quick breakdown of brand visibility, accuracy, and source quality.Conversational QueryA conversational query is a full-sentence prompt or natural-language question typed into an AI assistant by a prospective customer. These queries differ from traditional short keyword searches because users expect a direct recommendation from the AI.Recommendation TrackingRecommendation tracking is the ongoing audit of how frequently and prominently an AI model includes a business in its top suggestions for industry-specific questions. Regular tracking helps businesses notice changes in how AI systems rank them over time.AI MisreadAn AI misread occurs when an artificial intelligence platform synthesizes incorrect, missing, or outdated factual details about a company. Monitoring helps businesses spot these misread answers so they can adjust their web presence.Multi-Platform AI ScanningMulti-platform AI scanning is the process of asking identical customer prompts across several major language models simultaneously. SaidTrue uses this method to compare how different AI systems report on the same brand.Verified AI ProfileA verified AI profile is a monitored digital footprint designed to present clear, structured, and consistent information to AI web crawlers. Maintaining a verified profile helps reduce AI hallucinations and improves accurate brand mentions.AI Search Visibility ReportAn AI search visibility report is a complete audit showing what major conversational engines say about a business, which websites they cite, and how well the brand is recommended. Business owners use these reports from SaidTrue to understand their visibility beyond traditional search engines.
Common questions
Why should my business track brand recommendations in AI search?
Consumers increasingly rely on AI assistants to ask for direct business recommendations rather than scrolling through link results. Tracking AI recommendations ensures you know what conversational engines are telling prospective customers about your business.
Which AI platforms does SaidTrue monitor?
SaidTrue monitors leading conversational AI tools including ChatGPT, Gemini, Perplexity, and Claude. You can review visibility reports and run scans across these engines at whataisaidabout.com.
What is included in an AI Reputation Scorecard?
An AI Reputation Scorecard provides a numerical score and letter grade summarizing how well AI models recognize and recommend your business. It details what each major AI platform said about your brand alongside the source links used.
How can a business fix inaccurate recommendations generated by AI engines?
Fixing AI inaccuracies involves identifying the web sources and profiles that AI models rely on when forming answers. SaidTrue visibility reports highlight these cited sources so you can update outdated web listings and improve future AI recommendations.