Who it is for
Marketing and SEO teams that need to measure how a brand shows up in both search engines and AI assistants.
AI Connectors · Data & Analytics
Brand visibility metrics across search and AI answers
Overview
Conductor connects ChatGPT to a marketing analytics service that tracks how a brand appears in search results and in answers produced by AI assistants. The data covers visibility, sentiment, and ranking positions, drawn from conventional engines such as Google alongside generative systems including Gemini, Copilot, Perplexity, Codex, and Google AI Overview.
Queries can address share of voice, citation counts, brand mentions, and estimated market share. Figures are split by location and language, so numbers from different regions can be set against each other. The app keeps AI-generated responses separate from ordinary search listings rather than merging the two into one score.
It is built for requests that need quantitative marketing figures or historical trend lines for a named domain, which is a different job from open web browsing.
Marketing and SEO teams that need to measure how a brand shows up in both search engines and AI assistants.
It reports on generative AI answers and classic search results as separate data sets rather than one blended number.
Availability
Conductor Inc. ships this on both marketplaces: Conductor MCP is listed in the Claude connectors directory and in the ChatGPT apps directory, under the same publisher domain.
Only 392 of the 3,150 products in this directory are listed in both marketplaces. One MCP server can serve both surfaces; what differs is each platform's listing and review process.
ChatGPT listing
Claude listing
Conductor MCP publishes 4 tools to Claude, a deliberately narrow surface; only 17.2% of the 1,253 Claude-listed connectors expose fewer.
The median Claude-listed connector filed under Data & Analytics publishes 12, so this one sits 8 tools below its bucket's median, 163rd of 198.
It falls in the 4-6 tools band, which holds 16.2% of the Claude directory.
Conductor MCP publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally.
Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there.
https://mcp-universal.conductor.com/mcp/v3 Conductor MCP is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality.
In the publisher's words
The Conductor MCP server retrieves proprietary performance metrics regarding a brand's visibility, sentiment, and rankings on both traditional and AI search engines. Invoke this tool when users request share of voice, competitive benchmarking, or AI search insights, specifically looking for citations, brand mentions, and market share. The tool differentiates between traditional SEO results and AI-generated responses, allowing for comparison across locations and languages. Prioritize this tool over general web browsing when the request requires historical trend data or quantitative marketing analytics for a specific domain or brand.
Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it.
Same company
Analyze brand visibility in AI and traditional search
ChatGPT
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This is an independent catalogue entry compiled by Node8 from Conductor MCP's public marketplace listings as they stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Conductor Inc., and inclusion here is not an endorsement.
Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot.