Ai citations with DataSEO
ai_visibility
Illustrative workflow. Collect supported model responses and investigate available consumer AI answers. Keep official API output separate from consumer-interface observations, indexed mentions and estimated prompt demand.
Search brand mentions and citations
Compare target visibility
Investigate brand, product and domain visibility in indexed AI answers. Review the prompt, answer context and cited pages before interpreting a mention.
Use target metrics, multi-target comparisons and top mentioned pages or domains to understand how brands and sources appear across supported AI data.
Research estimated prompt demand
Collect official model responses
Use AI Keyword Data to investigate estimated search volume and historical demand. Keep the model, market, time period and estimate methodology distinct from exact user counts.
Run prompts through supported model APIs and preserve the model and request options. Compare responses using a consistent prompt set.
Collect structured answers from supported consumer interfaces and retain citations when returned. Consumer-interface output and official API output can differ.
Inspect consumer AI interfaces
Follow historical AI visibility
Use historical mention and time-series data to examine changes in visibility. Keep prompt scope and source settings consistent when comparing periods.
Investigate brand, product and domain visibility in indexed AI answers. Review the prompt, answer context and cited pages before interpreting a mention.
Workflow example
Use target metrics,
multi-target comparisons and top mentioned pages or domains to understand how brands and sources appear across supported AI data.
Search brand mentions and citations
Use AI Keyword Data to investigate estimated search volume and historical demand. Keep the model, market, time period and estimate methodology distinct
from exact user counts.
Compare target visibility
Run prompts through supported model APIs and preserve the model and request options. Compare responses using a consistent prompt set.Research estimated prompt demand
Collect official model responses
Collect structured answers from supported consumer interfaces and retain citations when returned. Consumer-interface output and official API output can differ.
Use historical mention and time-series data to examine changes in visibility. Keep prompt scope and source settings consistent when comparing periods.
Inspect consumer AI interfaces
Investigate brand, product and domain visibility in indexed AI answers.
Review the prompt,
answer context and cited pages before interpreting a mention.
Follow historical AI visibility
Use target metrics, multi-target comparisons and top mentioned pages or domains to understand how brands and sources appear across supported AI data.Workflow example
Use AI Keyword Data to investigate estimated search volume and historical demand. Keep the model, market, time period and estimate methodology distinct from exact user counts.Search brand mentions and citations
Compare target visibility
Run prompts through supported model APIs and preserve the model and request options. Compare responses using a consistent prompt set.
Research estimated prompt demand
Collect structured answers from supported consumer interfaces and retain citations when returned. Consumer-interface output and official API output can differ.Collect official model responses
Use historical mention and time-series data to examine changes in visibility. Keep prompt scope and source settings consistent when comparing periods.Inspect consumer AI interfaces
Investigate brand, product and domain visibility in indexed AI answers. Review the prompt, answer context and cited pages before interpreting a mention.Follow historical AI visibility
Use target metrics, multi-target comparisons
and top mentioned pages or domains to understand how brands and sources appear across
supported AI
Workflow example
Search brand mentions and citations
Structured search result records
Compare target visibility
Collect a supported model response.