Brandlight vs. Peec AI

Comparison

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Both measure AI visibility. The difference is what you do next.

Peec AI is a self-serve dashboard that measures your AI-visibility score across a set of prompts and engines you choose. Brandlight is the enterprise AI-visibility platform and program: the data depth behind the numbers, prescriptive action across the full channel, and a done-with-you team, proven across Fortune 500 portfolios. When AI visibility is a strategic priority, the question is not who shows the score. It is who is built to move it, and to run it with you.

Peec AI

A self-serve AI-search monitoring dashboard

A monitoring tool for marketing teams and agencies. It measures visibility, share of voice, sentiment and sources across a set of prompts and engines you choose.

Brandlight

The enterprise AI-visibility platform and program

Deep query and citation data across every major engine, prescriptive action across the full channel, and a dedicated done-with-you program, built for Fortune 500 portfolios.

Capability	Enterprise AI-visibility platform + program	Peec AISelf-serve AI-search monitoring
Core Identity & Focus
Product DNA	Enterprise platformAn AI-visibility platform and program built for Fortune 500 portfolios, with infrastructure ready for AI ads and agentic shoppers.	Self-serveA self-serve AI-search monitoring tool for marketing teams and agencies.
Primary focus	The operating system for the entire AI marketing channel across Discovery, Consideration and Purchase: measure what AI says, shape it, act across every surface (owned, third-party, social, retail, paid, agentic), and build the organizational model to own it. Delivered as a platform plus a hands-on AI-strategy service.	Measuring AI-search visibility: share of voice, sentiment, sources and competitors, across a set of prompts and engines you choose.
Who uses it	Used across the organization: SEO, content, PR, partnerships, media and social teams, plus CMOs and marketing leaders.	Marketing and SEO teams, and agencies.
Where AI visibility sits	The entire product and program: measurement, action and the operating model.	A standalone AI-search monitoring dashboard.
Prompt Intelligence & Data Key differentiator
Prompt volume	DepthThousands of unique prompts, engineered per product line and per region, with no per-plan caps.	Prompt counts are set per plan tier.
Query intelligence	We bring the query set: licensed AI-panel data and search signals, funnel-tagged into buying-intent clusters, so you never guess your prompts.	You set up prompts; demand is shown as a relative one-to-five signal (in beta), not absolute query data.
Data scale	1.2B AI data points analyzed daily; 124M AI answers analyzed.	Daily tracking across your prompt set.
Engine Coverage Key differentiator
Engines covered	Every major engine, including Google AI Overviews, AI Mode, Copilot and Claude, out of the box.	Each plan tracks three engines at a time; additional engines are paid add-ons.
Regions & languages	Segmented per product line and region, multi-language.	Multi-country on higher plan tiers, for example three countries per project.
AI Visibility Analytics
Visibility metrics	Mentions, citations, share of voice and brand position across engines, categories, funnel stages, personas and geographies.	Visibility, share of voice, sentiment, position and prompt performance.
Citation & source intelligence	Full citation analysis with source ownership (owned / competitor / social / third-party) and opportunity scoring per source.	Identifies the key sources where brands are cited.
Source-level sentiment	Direct, competitor and source-level sentiment inside AI answers, broken down by product category.	Brand-level sentiment.
Influence & Action Key differentiator
Recommendations & action layer	PrescriptiveRole-specific "what to do and where" across content, PR, social and partnerships, with projected impact, plus done-with-you execution.	Recommendations to guide optimization; the content and execution work happens outside the tool.
Content activation	Content optimization and multi-agent content generation from your brand book, with deterministic legal and brand guardrails.
Impact & attribution	Impact Tracker ties each implemented change to shifts in AI citations and visibility.	Visibility trends over time.
Channel breadth	AI search plus the owned, earned, social and retail surfaces that shape it.	AI search.
AI ads & agentic readiness	Infrastructure and tracking prepared for AI ads and agentic shoppers as the channel expands.
The Program Key differentiator
Engagement model	ProgramA program, not a platform: a dedicated AI strategist, biweekly working sessions and quarterly planning, done with you.	A self-serve dashboard your team runs, with chat and email support.
Organization-wide operating model	Governance, change management and upskilling that moves every function forward, stage by stage.
Enterprise & Support
Multi-brand HQ view	Unified command center across brands, regions, engines and competitors, purpose-built for AI-visibility portfolios.	Projects and multi-country on higher plan tiers.
Enterprise readiness	Enterprise-grade: SSO, API and integrations, closed-network processing, built for Fortune 500 procurement.	SSO and API on the Enterprise tier.
Customer focus	Fortune 100 and Fortune 500 enterprises and large agencies.	Self-serve, for in-house teams and agencies.
Proof & validation	Named Fortune 500 case studies with measured outcomes (12 of 12 Kimberly-Clark brands in the Top 3), 100% paid-pilot conversion and zero enterprise churn.	Marquee brand logos.

The Brandlight Take

A dashboard tells you where you stand. Brandlight gives you the data depth to understand why, the actions to change it, and the team to run it with you.

Both measure AI visibility. The difference is what you do next.

Why enterprise brands choose Brandlight

A strategic, organization-wide program, built to move the whole organization forward.

Measuring your score is the easy part. Moving it takes more.