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Ranksmile

AI visibility

visibility__overview
Read-onlyIdempotent

How often AI answers (ChatGPT, Perplexity, Gemini, Google AI) name this workspace's brand in the latest scan: the brand score, the brands named instead, the score per topic, the trend over the last scans, and every tracked prompt with its intent, tags, per-engine score and mention rate, least-mentioned first. The prompts at 0 are the gaps content can close; visibility__prompt shows why one is lost. The site-wide parts (overview, competitors, topics, history, scans_total, unanswered_prompts) come on the first page only; later pages carry the next prompts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax rows, 1-100 (default 20).
offsetNoRows to skip (default 0). Keep paging while has_more is true.
workspace_idYesFrom workspace__list.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
brandYes
domainYes
topicsNoFirst page only. Per topic, weakest first: topic, prompts, mention_rate, previous_mention_rate (the scan before; null when none or not asked then), visibility_score.
historyNoFirst page only. Last completed scans, oldest first: scan_id, finished_at, visibility_score, mention_rate (null while a scan is still extracting brands).
promptsYesTracked prompts, least-mentioned first: prompt_id, topic, intent (informational|commercial|transactional|null), tags, text, mention_rate, previous_mention_rate (the scan before; null when none or not asked then), avg_position, per_model (model, score), brands_named.
has_moreYes
overviewNoFirst page only. visibility_score (0-100), mention_rate (% of answers naming the brand), avg_position, per_model. Null before the first scan.
competitorsNoFirst page only. Brands the answers name in at least two answers, plus every competitor the user tracks (listed first, tracked: true): brand, domain, mention_rate, avg_position, visibility_score, tracked.
scans_totalNoFirst page only. Completed scans of this site so far.
workspace_idYes
scan_finished_atNo
unanswered_promptsNoFirst page only. Prompts every engine failed to answer in this scan, so they have no rate: prompt_id, topic, text. visibility__prompt shows the errors.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

Score is being calculated.

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