Comparison
Get an AI Visibility Demo
Demo
Comparison
Get an AI Visibility Demo
Demo
Brandlight is an independent, AI-native enterprise platform built to help Fortune 500 brands navigate the shift to AI search. Semrush is an all-in-one SEO and marketing suite that added AI visibility as an add-on, now part of Adobe.
AI visibility is not a module inside a marketing suite, and not a feature on someone else's roadmap. It is a discipline of its own, and it needs a platform, and a partner, built only for it.
Comparison
Semrush is an all-in-one SEO and marketing suite that, in 2025, added an AI-visibility toolkit alongside its keyword and backlink tools. It is sold self-serve to roughly 117,000 customers from freelancers up, and in 2026 it was acquired by Adobe, making AI visibility one feature inside a much larger experience suite. Brandlight is independent and AI-native: built only for AI visibility, for the Fortune 500, and delivered as a strategic program. When AI visibility is a strategic priority, the question is not which suite bundles the most tools. It is which platform was built for the job.
The enterprises that treat AI visibility as a strategic priority chose Brandlight to run it.
Three things a broad, self-serve SEO suite's AI add-on cannot give a Fortune 500 brand that treats AI search as a strategic channel.
| Capability | AI-native visibility program |
SemrushSEO suite + AI add-on |
|---|---|---|
| Core Identity & Focus | ||
| Product DNA | AI-NativeBuilt from day one for generative AI search and AEO. And beyond, with infrastructure ready for AI ads and agentic shoppers. | SEO-FirstAn all-in-one SEO and marketing suite since 2008; AI visibility added as an add-on in 2025. |
| Primary focus | AI visibility & influence across the full buying journey. | All-in-one SEO, content, PPC and marketing, extended into AI search. |
| Ownership | Independent and engine-agnostic, built only for AI visibility. | Acquired by Adobe in 2026; now a module inside Adobe's experience suite. |
| Who uses it | Used across the organization: SEO, content, PR, partnerships, media and social teams, plus CMOs and marketing leaders. | A broad market: freelancers, SMBs, agencies and some enterprise teams. |
| Where AI visibility sits | An expansive suite of capabilities and concierge support from a company whose very DNA is helping Fortune 100s win AI visibility. | An add-on toolkit on the marketing suite; the broader AI tier sits on Enterprise. |
| Prompt Intelligence & Data Key differentiator | ||
| Prompt generation | Proprietary ML trained on real-world AI-engine queries, with full fan-out to capture intent at every funnel stage. | Modeled from its SEO keyword dataset; tracked at the keyword level, not the AI-conversation level. |
| Prompt volume | Thousands of unique prompts, engineered per product line and per region. The largest baseline in the market. | The AI add-on starts at a small prompt allowance; more on higher tiers. |
| Query selection & analysis | Per-account query selection, permutation capture, and segmentation by funnel stage, persona, geography and product-line business problem. | Keyword and market intelligence from the SEO suite. |
| AI Visibility Analytics | ||
| Visibility metrics | Mentions, citations, share of voice and brand position across engines, categories, funnel stages, personas and geographies. | Brand mentions, citations and sentiment across major AI engines on the Enterprise tier. |
| Citation intelligence | Full citation analysis with source ownership (owned / competitor / social / third-party) and opportunity scoring per source. | Citation and mention tracking in the AI toolkit. |
| Source-level sentiment | Direct, competitor and source-level sentiment inside AI answers, broken down by product category. | Overall AI sentiment, not broken out by source. |
| Answer-level deep dive | Drill into any AI answer: response, cited sources, position, sentiment and competitor mentions, reverse-engineered. | |
| Earned + owned coverage | Both earned (PR, social, partnerships) and owned content drive the visibility picture. | Centered on owned content and search. |
| Influence & Action Key differentiator | ||
| Recommendations | PrescriptiveRole-specific "what to do and where" across content, PR, social and partnerships, with projected impact. | AI-content recommendations that reviewers note can be generic. |
| From insight to action | Closes the loop: prescriptive actions plus a team that helps execute and influence AI answers. | A measurement tool: it tracks AI answers more than it helps you change them. |
| Partnership & publisher intelligence | Identifies which third-party publishers drive AI visibility, with scored opportunities and exportable outreach briefs. | |
| Impact Tracker | Validates post-implementation outcomes through shifts in AI citations and visibility. | |
| AI ads tracking | Tracks paid placements inside AI answers. | |
| AI commerce & agentic readiness | Infrastructure and tracking prepared for AI commerce and agentic shoppers as the channel expands. | |
| The Program Key differentiator | ||
| Engagement model | ProgramA program, not a platform. Biweekly working sessions, quarterly planning and a transformation partnership. | A self-serve, product-led platform. |
| Dedicated AI strategist | A dedicated AI search strategist owns priorities and execution alongside your team. | |
| Organization-wide operating model | An organization-wide operating model that moves every function forward, stage by stage. | |
| Transformation partnership | A long-term partner for the shift to AI search. | |
| Adoption & Time to Value | ||
| Time to value | DaysGuided onboarding delivers a competitive AI-visibility narrative in days. | Self-serve setup; teams onboard on their own. |
| Ease of adoption | Built for CMOs and cross-functional teams, not only specialists. | A broad, multi-tool suite that reviewers note has a learning curve. |
| Focus | One focus: winning AI visibility. | AI visibility is one module among dozens of SEO and marketing tools. |
| Enterprise & Support | ||
| Multi-brand HQ view | Unified command center across brands, regions, engines and competitors, purpose-built for AI-visibility portfolios. | Multi-project and shared workspaces; enterprise governance on the top tier. |
| Multi-language & geography | Prompts and answers in each market's origin language, not translated, with visibility and recommendations tuned to each local market. | Multi-language keyword research from the SEO core; AI coverage by language and region on the Enterprise tier. |
| Support model | White-gloveDedicated CX lead and AI search strategist, working sessions, quarterly planning, real-time support. | Self-serve, with success management on higher tiers. |
| Customer focus | Fortune 100 and Fortune 500 enterprises and large agencies. | Broad market; enterprise is a small share of the business (about 8% of revenue). |
Semrush helps you observe what AI says. Brandlight is built to change it, and to do the work with you, independent and focused only on AI visibility.
Brandlight is an operating model, not a dashboard. It meets each function where it is and moves the whole organization forward, stage by stage.
Semrush bundles AI visibility into an all-in-one marketing suite, now owned by Adobe. Brandlight is the independent, AI-native platform and partner built only to win AI visibility for the world's biggest brands.