Adobe Brand Visibility vs Conductor (2026)

Adobe Brand Visibility is the unified GEO product Adobe shipped on June 17, 2026, built from Adobe LLM Optimizer (GA since October 2025) and the AI search intelligence Adobe acquired with Semrush when that deal closed on April 28, 2026, adding about $480 million in annual recurring revenue. Conductor is the AEO and SEO platform it competes with, founded in 2008 and now extended with AgentStack for native LLM apps and an MCP server. The two name each other as alternatives in their own research, which is how a buyer reaches this comparison.

The cleanest contrast is where each product lives. Brand Visibility is sold only as part of Adobe CX Enterprise. The license is metered in Prompts per year and capped at 1,000 Optimizations per year, and the deepest value comes from feeding GEO data into Adobe Analytics and Customer Journey Analytics. A brand without an Adobe Experience Cloud footprint gets the dataset and the multi-LLM tracking but loses most of the integration payoff. Conductor is a standalone platform. The license runs across Essentials, Growth and Enterprise tiers with their own usage quotas, and it is sold independently of any other stack. The choice is the same one Adobe buyers make every time, which is to bundle the GEO work with the analytics stack or run it as a standalone tool.

The product shapes are not the same shape. Brand Visibility pushes technical fixes to the CDN edge across Fastly, Akamai, Cloudflare and Adobe Experience Manager, with rollback. Conductor exposes an MCP Server and Data API, ships native apps inside ChatGPT, Claude and Microsoft Copilot that are reviewed by OpenAI, Anthropic and Microsoft, and offers turnkey AEO agents that Conductor says take a piece of content from insight to a published draft in under two minutes, with no prompt engineering. Conductor's programmable surface is the data layer. Its Creator content pipeline is a fixed workflow with no way to bolt on a custom research step. Brand Visibility has no public API and no equivalent of the MCP server. Adobe's distinct mechanism is automated deployment of the fix, not agent-driven drafting.

On price, both are sales-led and neither publishes a rate card. Third-party listings of the underlying LLM Optimizer component put Adobe's entry tier near $115,000 per year for 1,000 prompts. Vendr-reported real Conductor contracts run $26,800 to over $500,000 per year, with a $48,950 median across 13 transactions. The headline Conductor number is far lower than Adobe's reported entry tier, but the spread is wide enough that an enterprise Conductor deal easily reaches Adobe territory. Treat both as ranges.

Trial access is the cleanest separator for a buyer who needs to evaluate before committing. Conductor offers a 3-week trial of Creator, Intelligence and Monitoring with no credit card, plus a no-signup free AI Visibility Report across ChatGPT, Perplexity and Google AI Overviews. Brand Visibility has a no-login public demo at play.bv.now that any buyer can use to see the product without sales, but the gated free trial (100 prompts, one domain, 50 URLs) is restricted to eligible AEM Cloud, Adobe Analytics and Customer Journey Analytics customers. A non-Adobe-stack buyer reaches a full trial only after a business agreement.