What is Digital Share of Voice in the AI era?

Digital Share of Voice (DSoV) measures how often your brand is mentioned, cited, or recommended by AI engines like ChatGPT, Perplexity, Gemini, Claude, Grok, and DeepSeek — compared to your competitors. As AI-mediated discovery replaces traditional search for millions of users, your DSoV directly determines how many potential customers hear about your brand from AI.

What is winek.ai and what does it do?

winek.ai is a Brand Visibility platform that measures, audits, and helps you grow your brand's presence in AI-generated answers. We live-test 6 major AI engines with prompts relevant to your industry, score your technical AI readiness, measure your Digital Share of Voice against competitors, and generate a prioritized action plan to increase your brand's citation rate.

How is the Brand Visibility Score calculated?

The Brand Visibility Score is calculated across 4 modules: AI Readiness (20pts) — technical factors like llms.txt, schema markup, and AI crawler settings. Brand Citability (25pts) — content depth, E-E-A-T signals, and factual density that make AI engines want to cite you. Domain Authority (15pts) — domain age, Wikipedia presence, and trust signals. AI Citation Testing (40pts) — live tests of whether your brand appears in AI engine responses across 6 engines, weighted by market share.

Which AI engines does winek.ai test?

winek.ai tests 6 major AI engines: ChatGPT by OpenAI (60% weighting — market leader), Google Gemini (20% — integrated into Google Search), Perplexity AI (10% — high-intent answer engine with real citation data), Claude by Anthropic (7% — professional/expert segment), Grok by xAI (1.5%), and DeepSeek (1.5%). Weightings reflect real-world market share to give you a true picture of your brand's AI presence.

How is winek.ai different from traditional SEO tools?

Traditional SEO tools measure rankings on Google. winek.ai measures something fundamentally different: whether AI engines recommend your brand when users ask questions in your space. When someone asks ChatGPT 'what is the best solution for X', they get a direct brand recommendation — not a list of links. winek.ai tells you if that recommendation is yours, and exactly what to do to make it so.

What is AI Citability and why does it matter?

AI Citability measures how likely AI engines are to quote, reference, and recommend your brand content when answering user questions. It is determined by signals like content depth, factual density, structured data, authoritative sources, and E-E-A-T markers. High citability means AI engines treat your brand as a trusted, authoritative source — the modern equivalent of ranking #1.

Is winek.ai free to use?

Yes. winek.ai offers a free tier that includes 3 brand visibility audits per month with a complete report across all 4 modules and 6 AI engines. No signup required for your first audit. Pro plans start at 19€/month for more audits, competitor tracking, Digital Share of Voice monitoring, and full API access.

How long does a Brand Visibility audit take?

A complete Brand Visibility audit takes approximately 30 seconds. This includes crawling your website, testing 6 AI engines with prompts generated from your brand DNA, analyzing citability and authority signals, and generating a personalized action plan.

How can I improve my brand's Digital Share of Voice?

winek.ai generates a personalized Brand Action Plan based on your specific audit data. Common high-impact improvements include: creating an llms.txt file, adding FAQ and Organization schema markup, ensuring AI crawlers are permitted in robots.txt, improving content depth and factual density, building citations on authoritative external sources, and ensuring your brand name appears clearly in your page structure.

Why does my brand's AI visibility matter for revenue?

AI engines are becoming the primary discovery channel for high-intent users. When someone asks Perplexity or ChatGPT for a brand recommendation and your competitor is cited instead of you, that is a lost lead — no ranking, no click, no conversion. winek.ai's Revenue at Risk module estimates the monthly revenue impact of your current AI invisibility, based on your industry's search volume and average lead value.

GEO tools compared

The GEO tools market barely existed 18 months ago. Today it's valued at $848 million and projected to reach $33.7 billion by 2034 — a 50.5% compound annual growth rate that makes it one of the fastest-growing software categories in history (Dimension Market Research via SE Ranking).

Naturally, a lot of tools appeared very quickly. Some are monitoring dashboards with AI branding. Some are genuinely new infrastructure for AI search visibility. And a few are established platforms (Semrush, Adobe) rushing an AI module into their existing suite because they can't afford to let the new entrants have the category.

Navigating this landscape requires understanding what these tools actually do — not what their landing pages say they do. Here's an honest breakdown.

The category map: four types of GEO tools

Before comparing specific products, it helps to understand that "GEO tool" currently covers four different jobs:

Type	What it answers	Examples
Monitoring	Are we appearing in AI answers?	Otterly, Peec AI
Monitoring + Optimization	Where do we appear + what to fix?	Geoptie, Goodie AI, Scrunch
Enterprise Analytics	Deep brand intelligence + compliance	Profound, BrightEdge
SEO-Extension	GEO data inside your existing SEO tool	Semrush AI Toolkit, Ahrefs Brand Radar
Free Audit	One-time visibility snapshot	AI Rank Score, HubSpot AI Grader

The right tool depends on what question you're actually trying to answer — and most buyers buy monitoring tools when they actually need an optimization tool, then feel like they're not getting value.

Profound: the enterprise standard (and the price tag to match)

Pricing: Starter $499/month · Growth $1,499/month · Enterprise custom Best for: Enterprise brands with compliance requirements and strategic GEO programs

Profound is the platform that keeps getting referenced by name in board-level conversations about AI search. Reddit's CEO mentioned it by name during Q2 2025 earnings. It raised $35M Series B from Sequoia Capital. G2 voted it Winter 2026 AEO Leader. When enterprise CMOs talk about AI visibility, Profound is usually the tool they're using.

What makes it genuinely different from most tools is the Conversation Explorer — access to 400M+ real user prompts to show what questions are actually being asked. That's not a small differentiator. Most tools track prompts you define. Profound shows you the prompts you didn't know to track.

It also covers the most AI engines of any platform: ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, Copilot, DeepSeek, Grok, Meta AI, and Google AI Mode — though you need the Enterprise plan to access all 10.

The honest caveat: Multiple users and reviewers describe Profound as powerful but complex, with a steep learning curve. The $499/month Starter plan includes only 50 prompts and only covers ChatGPT. To get meaningful cross-platform monitoring, you're at $1,499+/month. For teams trying to answer "are we showing up at all?", Profound is significantly more than you need.

Semrush AI Toolkit: the logical choice if you're already in the ecosystem

Pricing: $99/month per domain (AI Toolkit add-on) · $120+/month for SEO plans with advanced AI features Best for: SEO teams already using Semrush who want AI visibility data without switching platforms

Semrush has 180+ million prompts in its database and tracks ChatGPT, Google AI, Gemini, and Perplexity (more being added). Its positioning is sensible: if you're already using Semrush for keyword research and site audits, adding AI visibility data in the same interface removes friction.

What it actually does well: The AI Share of Voice feature shows how your brand compares to competitors across AI engines. The GEO audit feature identifies technical opportunities. The brand sentiment analysis is useful for understanding how AI platforms describe you.

What it doesn't do: Cross-platform coverage is limited compared to Profound. Currently US-market focused for prompt research. No white-label reporting for agencies.

Semrush AI Toolkit quick assessment

✅ Integrates with existing Semrush workflow
✅ Competitor Share of Voice comparison
✅ Site audit with AI readiness scoring
✅ Prompt-to-keyword conversion
❌ Limited to 4 AI engines (vs Profound's 10)
❌ US-market focus initially
❌ No API export for custom dashboards
❌ Expensive at $99/domain for mid-size portfolios

Verdict: Makes sense as an add-on if you're already a Semrush power user. As a standalone GEO tool, there are better-value options.

Adobe LLM Optimizer: enterprise content meets AI search

Pricing: Enterprise (requires Adobe Experience Cloud) Best for: Enterprises already embedded in Adobe's ecosystem

Adobe's October 2025 launch of LLM Optimizer is the most significant establishment player entry into GEO. It's positioned as an end-to-end tool specifically for enterprises using Adobe Experience Cloud — meaning it connects AI visibility data directly to your CMS, DAM, and personalization infrastructure.

The angle is different from Profound or Semrush: rather than monitoring citations and telling you what to do, Adobe LLM Optimizer aims to automatically deliver AI-optimized content versions to AI crawlers through what it calls "content delivery optimization." The AI doesn't get your normal webpage — it gets a structured, AI-readable version.

The catch: This is deeply enterprise infrastructure play. If you're not already on Adobe Experience Cloud and managing content at that scale, LLM Optimizer is not a realistic option. But for the enterprises it's designed for — Fortune 500 companies managing large content libraries — the integration depth is genuinely valuable.

Otterly: the best entry point for everyone else

Pricing: Lite $29/month (10 prompts) · Standard $189/month (100 prompts) · Pro $989/month (1,000 prompts) Best for: SMBs, smaller agencies, and teams establishing a GEO baseline

Otterly launched in October 2024 and has grown to 20,000+ users, earning recognition as a Gartner Cool Vendor for 2025. It's the most accessible serious GEO tool on the market — and the community consensus is consistent: excellent at answering "are we showing up?", not designed to tell you exactly what to fix.

What Otterly does well: it tracks AI visibility across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Copilot. The GEO Audit tool (launched April 2025) analyzes 25+ on-page factors and delivers SWOT-style recommendations. The integration with Semrush App Center means teams already in that ecosystem can access Otterly-powered data without switching contexts.

The honest limitation: At $29/month, you're tracking 10 prompts. For any meaningful monitoring, you need the $189/month Standard plan. Agencies managing multiple clients find the pricing model gets tight quickly.

The free tier: where most teams should start

Before paying for any monitoring tool, there are genuinely useful free options:

AI Rank Score (free tier): 3 analyses per month, live citation testing across 6 AI engines, full GEO score breakdown. Designed as a quick baseline audit tool — not a monitoring dashboard, but the right starting point for "where do we stand?"

HubSpot AI Search Grader: Free brand assessment across ChatGPT, Perplexity, and Gemini. Evaluates mention frequency, sentiment, and competitive positioning. Good for a one-time reality check.

Manual testing: Ten prompts across three platforms, documented in a spreadsheet. Free, takes 45 minutes, and gives you the competitive context that paid tools charge significant money for.

The full comparison table

Tool	Type	Starting Price	Engines	Best for
Profound	Enterprise analytics	$499/mo	10	Enterprise + compliance
Semrush AI Toolkit	SEO extension	$99/domain/mo	4	Existing Semrush users
Adobe LLM Optimizer	Content delivery	Enterprise	—	Adobe ecosystem
Otterly	Monitoring	$29/mo	6	SMBs, baseline tracking
Peec AI	Monitoring	$105/mo	Multiple	Competitive benchmarking
Geoptie	Monitor + optimize	$49/mo	Multiple	All-in-one under $100
Goodie AI	Full-stack GEO	$495/mo	Multiple	Enterprise all-in-one
Scrunch	Monitor + optimize	$250/mo	Multiple	Brand/agency monitoring
AthenaHQ	Monitor + content gen	$295/mo	Multiple	Content-heavy teams
AI Rank Score	Free GEO audit	Free (3/mo)	6	Baseline audits, quick checks
HubSpot AI Grader	Free audit	Free	3	One-time snapshot

The problem with all monitoring tools

Here's an observation worth sitting with: the most useful insight from any GEO tool is not "you appeared in X% of prompts." It's "your competitor appeared in these specific prompts, citing these specific pages, and here's what those pages have that yours don't."

Most monitoring tools give you the first number. Some give you the second. Very few give you the third.

The third is the one that tells you what to build next.

When evaluating any GEO tool, ask this question: does this tell me what my competitors are being cited for that I'm not? If the answer is no, you have a monitoring tool, not an optimization tool — and those are different products solving different problems.

Our honest take on where to start

If you're a solo marketer or early-stage startup: Free audit tools first. Establish your baseline with AI Rank Score and HubSpot's grader. Do monthly manual testing with a documented spreadsheet. Spend your actual budget on content improvements, not monitoring dashboards.

If you're a growing B2B company with a content team: Otterly at $189/month gives you enough prompt volume to track meaningfully. Pair it with monthly manual audits.

If you're at an agency managing 10+ clients: The per-prompt pricing models of most tools are challenging at agency scale. Geoptie at $49/month or Scrunch's agency tier are worth evaluating alongside the cost-per-client math.

If you're at an enterprise with compliance requirements and a dedicated SEO/GEO team: Profound is the benchmark. The complexity is real, but so is the data depth.

Sources: Scrunch GEO Tools Guide 2026 · Alex Birkett GEO Software Review 2026 · ZipTie GEO Tools Ranking 2026 · Geoptie Best GEO Tools 2026 · Profound blog · Zapier Best AI Visibility Tools 2025 · EWR Digital AI SEO Comparison · Buried Agency GEO Tools Review 2026