13 Best AI Search Visibility Tools in 2026

13 Best AI Search Visibility Tools in 2026

Paul Boudet · Co-founder

AI search visibility has become the metric that determines whether your brand exists in buyer conversations — or doesn’t. When a potential customer asks ChatGPT to recommend a project management tool, a cybersecurity vendor, or a B2B SaaS platform in your category, the brands that appear in that answer have a fundamental advantage over those that don’t. Unlike a Google ranking, which can be checked in seconds, AI visibility was previously a black box: no keyword position, no CTR, no reliable way to know whether your brand was being recommended or ignored.

That’s changed. A new category of AI search visibility tools now tracks your brand across ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, and more — showing your citation rate, share of voice, which sources AI models cite, and how your visibility compares to competitors. Understanding AI search engine optimization starts with being able to measure where you stand.

This guide covers the 13 best AI search visibility tools in 2026 — purpose-built platforms for tracking and improving your brand’s presence in AI-generated answers, from $24/mo to enterprise custom.

What are the best AI search visibility tools in 2026?

The top 13 are Airefs, Profound, Brandlight, AthenaHQ, Geoptie, Peec AI, Otterly AI, Promptwatch, ZipTie.dev, SE Visible, Knowatoa, Superlines, and Scrunch AI.

Top AI search visibility tools — Comparison table

Tool AI platforms tracked Best for Starting price
Airefs ChatGPT, Google AIO + others Source-level citation discovery + Reddit monitoring $24/mo
Profound ChatGPT, Perplexity, Claude, Gemini, Grok, Copilot, Meta AI, DeepSeek, AI Overviews (10+) Enterprise AEO; prompt volumes data $99/mo
Brandlight ChatGPT, Perplexity, Gemini, Claude, Grok, Copilot, DeepSeek, Llama, AI Overviews, AI Mode (11+) Enterprise; agentic commerce; CB Insights #1 Custom
AthenaHQ ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini, Claude, Copilot, Grok (8) Exceptional case studies; YC-backed $95/mo (annual)
Geoptie ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, AI Mode, Copilot (7) Widest engine choice at entry price $49/mo
Peec AI ChatGPT, Perplexity, AI Overviews (+ extra models +$30–$140/mo by tier) Accuracy-focused; Wix/Glide customers $95/mo
Otterly AI ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Copilot (6) Most affordable; Gartner Cool Vendor $29/mo
Promptwatch ChatGPT, Gemini, Claude, Perplexity, Grok, Copilot, DeepSeek, AI Overviews, Mistral, Meta (10) Scale; 6,900+ brands; 1.11B data points $99/mo
ZipTie.dev Google AI Overviews, ChatGPT, Perplexity (3) AI Overviews specialist; a16z featured $69/mo
SE Visible ChatGPT, Perplexity, Gemini, AI Overviews, AI Mode (5) Agencies; unlimited seats; 7 countries $79/mo
Knowatoa ChatGPT, Claude, Perplexity, Gemini, AI Overviews, AI Mode, Meta AI (7) Daily refreshes; BISCUIT Framework $59/mo
Superlines ChatGPT, Perplexity, Copilot, AI Overviews, AI Mode, Gemini, DeepSeek, Claude, Mistral, Grok (10+) Most platforms tracked; MCP server EUR 89/mo
Scrunch AI ChatGPT, Perplexity, Google AIO, Copilot (Core); 9+ (Enterprise) AXP platform; optimizes AI agent experience $250/mo

1. Profound

Profound is the most-funded AI search visibility platform in the market — $58.5M across seed (Khosla), Series A (Kleiner Perkins + NVIDIA), and Series B (Sequoia) — and the depth of investment shows in its feature set. It tracks across 10+ AI platforms including ChatGPT Shopping, DeepSeek, and Grok, and adds a feature no other platform in this list offers: Prompt Volumes. Rather than just showing whether your brand appears for a given query, Profound shows how many users are asking that query across AI platforms — turning visibility tracking into search demand intelligence.

Its enterprise customer list reflects genuine adoption at scale, not just marketing. Ramp’s result — 7x AI visibility increase and becoming the 5th most visible fintech brand globally within weeks — is one of the most-cited case studies in the AEO category. G2 Winter 2026 named Profound the Leader in the AEO category.

Key features:

Pricing:

Plan Price Prompts Platforms
Starter $99/mo 50 ChatGPT only
Growth $399/mo 100 ChatGPT, Perplexity, Google AI Overviews
Enterprise Custom Custom All 10+ AI models

Pros:

Cons:

Customers: MongoDB, Indeed, Mercury, Docusign, Zapier, Ramp, Figma, Zocdoc, G2, US Bank, Chime, Clay, and others.

“Ramp boosted AI visibility 7x and became the 5th most visible fintech brand globally within weeks.” — Profound case study

Website: tryprofound.com

2. Airefs

Airefs is built around a question that most AI visibility tools don’t answer: not just whether your brand appears in AI responses, but why — and what specifically to do about it. While most platforms report a mention percentage or share of voice score, Airefs goes one level deeper: it identifies the exact articles, Reddit threads, and forum discussions that ChatGPT is using to form its answers. That source-level data turns AI visibility from a metric into a workflow.

For content and SEO teams, knowing that 47 specific URLs are being cited in responses to buyer-intent prompts in your category is immediately actionable. You can audit those pages, create competing content, update your own pages to match the citation patterns, or participate in discussions that are actively influencing AI outputs. Reddit monitoring adds another layer: new discussions in your tracked keywords are surfaced before they become established sources, giving teams a window to participate early. For more on the mechanics, see how to rank in Google AI Overviews — many of the same source-level principles apply across AI platforms.

Key features:

Pricing:

Plan Price Prompts Domains
Lite $24/mo 25 (ChatGPT & Google AIO) 1
Pro $49/mo 60 3
Expert $83/mo 150 Unlimited
Done-for-you $300/mo+ Included Unlimited

7-day free trial on Pro,

Pros:

Cons:

Customers: 100+ teams across B2B SaaS, agencies, and content-led companies.

“The results I achieved using Airefs are seriously impressive. I’m super happy with it and I’m already recommending it to everyone I know.”
— Thibault M, Founder, Genlook

Website: getairefs.com

3. Brandlight

Brandlight is the enterprise platform for brands that need AI visibility tracking at the highest level of coverage and depth. Ranked #1 AEO platform globally by CB Insights and Leader in the GEO category (December 2025), it tracks across 11+ AI engines including platforms that most competitors miss entirely: Amazon Rufus, Meta AI, and Llama. Its $30M Series A backs a full-stack platform that goes well beyond monitoring — Brandlight covers technical health (AI crawler monitoring, server log analysis), content optimization, agentic commerce, and attribution.

Its customer list reflects its positioning: Humana, Verifone, Mastercard, Estée Lauder, Kimberly-Clark. These are brands for whom AI visibility is a board-level priority, not a marketing experiment. The Agentic Commerce module — which helps brands optimize for AI agent purchasing decisions — positions Brandlight ahead of a shift most platforms aren’t yet tracking.

Key features:

Pricing: Custom enterprise pricing. Demo required. No self-serve tier.

Pros:

Cons:

Customers: Humana, Verifone, Mastercard, Estée Lauder, GoTo, Aetna, Charter, Kimberly-Clark, Hartford.

“Full clarity into our AI visibility — transforming insights into measurable growth.” — Kady Srinivasan, CMO, You.com

Website: brandlight.ai

4. AthenaHQ

AthenaHQ is Y Combinator-backed with a founding team from Google and DeepMind, and advisors from OpenAI, Anthropic, and DeepMind. Its case studies are the strongest proof points in the AI search visibility category: Rootly achieved ~10x citation rate growth and $126K in incremental media value. Lago saw a 50% increase in demos from AI search and 11x AI Overview impressions. Gruns went from 2% to 12.6% share of voice in 60 days. These are revenue outcomes, not just visibility scores.

The platform’s “AI blindspot detection” feature identifies queries where competitors appear but your brand is completely absent — the highest-priority opportunities for a new AEO program. Unlimited seats with RBAC on all plans makes it practical for larger teams without per-user pricing surprises. For understanding what it takes to rank in ChatGPT and other AI platforms, AthenaHQ’s citation intelligence gives some of the clearest structural data available.

Key features:

Pricing:

Plan Monthly Annual
Self-Serve $295/mo $95/mo (first year; first month 67% off)
Enterprise Custom Custom

$300 free credit on signup. Self-Serve includes GA4, Google Search Console, Shopify, Webflow integrations.

Pros:

Cons:

Customers: ZoomInfo, SoFi, Coinbase, OneSignal, Nextiva, Paperless Post, Volkswagen, Render, Rootly, Lago, Gruns.

Website: athenahq.ai

5. Geoptie

Geoptie tracks how brands appear in AI answers across seven engines: ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Google AI Mode, and Microsoft Copilot. Every plan selects any four of the seven, including the $49/mo entry tier, with no per-engine surcharge at any level. Claude, AI Overviews, and AI Mode are all part of the standard allowance rather than paid extras, so the engine mix you track is a configuration choice rather than a budget one.

That selection is made per brand workspace rather than per account, which matters for anyone tracking more than one brand. A local services client and a B2B SaaS client are rarely visible on the same surfaces, and Geoptie lets each workspace pick its own four engines independently. Each tracked prompt also returns mentions and citations as separate signals, distinguishing “our page was cited as a source” from “our brand was named in the answer text” — two problems with different fixes. Competitor share of voice runs on your own prompt set, sentiment is scored on every tracked answer, and the platform pairs the tracking with a content checker that scores a page against the prompts it should be winning.

Key features:

Pricing:

Plan Monthly Annual Prompts Brands Engines
Starter $49/mo $41/mo ($490/yr) 15 2 Any 4 of 7
Professional $99/mo $83/mo ($990/yr) 100 10 Any 4 of 7
Enterprise $399/mo $333/mo ($3,990/yr) 400 Unlimited Any 4 of 7

Four engines of your choice on every tier, with no per-engine add-ons. Annual billing is 2 months free. Add-on prompt pack: +100 prompts for $99/mo. No free trial, but the standalone GEO audit and content checker run without a subscription or credit card.

Pros:

Cons:

Customers: AKQA, Capgemini, Dentsu, Verizon, Decathlon, Amgen, HCLTech, Infineon, Wpromote, Webrepublic, ARM Worldwide, Redbrain, HSAD.

Website: geoptie.com

6. Peec AI

Peec AI reached EUR 650K ARR within 4 months of launch and closed a $21M Series A in November 2025 at a $100M+ valuation — the fastest funding trajectory of any platform in this category. Founded in Berlin in early 2025, it’s built its credibility on accuracy: rather than hitting AI APIs, Peec uses UI scraping technology that simulates how real users interact with ChatGPT, Perplexity, and AI Overviews. The result is data that reflects what users actually see, not what the API returns under controlled conditions.

Its case studies with Wix (5x YoY increase in LLM traffic), Glide (blog posts ranking in AI search within 24 hours), and Merge (5x increase in LLM-driven demo requests) stand out for their specificity. With 115+ language support and strong regional breakdown capabilities, it’s particularly useful for international brands tracking AI visibility across multiple markets.

Key features:

Pricing: Starting at $95/mo. 14-day free trial. Plans include three AI models of your choice with daily tracking; extra models are add-ons (+$30/mo on Starter, +$70/mo on Pro, +$140/mo on Advanced).

Pros:

Cons:

Customers: Wix, Glide, Graphite, Merge. G2 rating: 5.0/5.

“Peec allows us to pinpoint the exact types of content that are surfaced in specific LLMs.” — Crystal Carter, Head of SEO Comms, Wix

Website: peec.ai

7. Otterly AI

Otterly AI is the most awarded AI search visibility tool at its price point. At $29/mo for the Lite plan — the lowest entry in this list — it carries Gartner Cool Vendor 2025 (AI in Marketing) recognition, G2 High Performer status in the AEO category, and OMR Reviews Top Rated and Leader designations. 20,000+ marketing and SEO professionals use it, and 4.9/5 across 250 reviews gives that number credibility. For teams exploring AI search visibility for the first time without an enterprise budget, Otterly is the clearest starting point.

Its GEO Audit checks 25+ on-page factors for AI readiness — a structured way to identify quick technical wins before investing in content or outreach. The 40+ country coverage and 6-platform tracking (ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Copilot) make it competitive with tools that cost 5-10x more.

Key features:

Pricing:

Plan Price Prompts
Lite $29/mo 15
Standard $189/mo 100
Premium $489/mo 400
Enterprise Custom Custom

Add-ons: AI Mode & Gemini +$9/mo (Lite), +$59/mo (Standard), +$149/mo (Premium); extra 100 prompts +$99/mo (Standard/Premium). 14-day free trial, no credit card.

Pros:

Cons:

Customers: Opera, Bacula Systems, XXXLutz, Avis Budget Group, Auto1, SmartRecruiters, A1 Telekom, Campaign Monitor. 20,000+ users.

“2x increase in both our visibility in AI search engines and incoming traffic.” — Rebecca Anderson, Instant Commerce

Website: otterly.ai

8. Promptwatch

Promptwatch has quietly built one of the largest AI visibility data sets in the market: 1.11 billion citations, clicks, and prompts collected across 10 AI platforms, serving 6,900+ brands and agencies. That scale matters for accuracy — the more data points a platform processes, the more reliable the visibility metrics become. Its coverage spans ChatGPT, Gemini, Claude, Perplexity, Grok, Copilot, DeepSeek, AI Overviews, Mistral, and Meta, making it one of the broadest platform lists available.

Beyond visibility tracking, Promptwatch includes a shopping data module (ChatGPT product recommendations), an entity tracker, YouTube analysis, and Reddit tracking — a more complete picture of how AI systems interact with your brand across channels. Booking.com and Center Parcs are among its named customers.

Key features:

Pricing:

Plan Price
Starter $99/mo
Growth $249/mo
Business $999/mo
Enterprise Custom

7-day free trial.

Pros:

Cons:

Customers: Booking.com, Center Parcs, Elaboratum, Wortell, Revisto. 6,900+ brands and agencies.

“A tool built for real business needs in the growing AI Search space.” — Pim Broekstra, SEO Manager, Center Parcs

Website: promptwatch.com

9. ZipTie.dev

ZipTie.dev has earned the endorsement of three of the most respected names in SEO: Lily Ray (“my go-to tool to monitor my sites, clients and competitors inclusion in AI Overviews”), Aleyda Solis (“essential for tracking AI Overviews in their early roll out”), and Kevin Indig (“covers two critical datapoints you can hardly find anywhere else: site indexing and AI Overviews”). Featured by Andreessen Horowitz (a16z), it’s built a reputation for accuracy in AI Overview tracking specifically — which is its deliberate focus.

ZipTie tracks Google AI Overviews, ChatGPT, and Perplexity across 19 countries, with full AI response text, source attribution, and content optimization recommendations alongside visibility data. For teams where Google AI Overviews is the primary AI channel — which is still true for most B2C and many B2B categories — ZipTie’s depth in that specific platform is hard to match.

Key features:

Pricing:

Plan Monthly Annual (15% off) AI Search checks/mo
Basic $69/mo ~$59/mo 500
Standard $99/mo ~$84/mo 1,000
Pro $159/mo ~$135/mo 2,000

14-day free trial. Custom plans and GEO consulting available.

Pros:

Cons:

Customers: Ziff Davis, VersaPay, TripAdvisor, HubSpot, PTC, Indeed, Yelp, Ramp, Amazon, ClickUp, Search Engine Journal.

“ZipTie has become my go-to tool to monitor my sites, clients and competitors inclusion in AI Overviews.” — Lily Ray, SEO Expert

Website: ziptie.dev

10. SE Visible (by SE Ranking)

SE Visible is SE Ranking’s dedicated AI search visibility platform — built by a company with 10+ years of SEO experience and backed by infrastructure that processes 100M+ AI answers monthly. Its defining operational advantage is unlimited user seats on all plans, which makes it uniquely agency-friendly: no per-seat pricing across account managers, analysts, strategists, and client stakeholders. Multi-country support (7 countries, 5 languages) was built in from launch, not added as an afterthought.

Good search marketing intelligence requires consistent, multi-market data. SE Visible’s weekly automated reports and ready-made dashboards reduce the operational overhead of keeping stakeholders informed. Public pricing starts at $79/mo (Basic) with Core at $151/mo, unlimited seats on published plans, and custom tiers for larger programs.

Key features:

Pricing:

Plan Monthly Includes
Basic $79/mo Entry-level AI visibility tracking
Core $151/mo Expanded features
Plus $284/mo Custom features

Unlimited user seats on published plans; enterprise options available.

Pros:

Cons:

Website: visible.seranking.com

11. Knowatoa

Knowatoa’s core differentiator is its BISCUIT Framework — a proprietary methodology its founders describe as “like PageRank for AI,” designed to reverse-engineer how AI systems make recommendations across commercial queries. Rather than simply polling AI platforms for brand mentions, it models the underlying recommendation logic to surface the highest-impact opportunities. The result is a daily-refreshed dataset with dedicated account rep support on every plan — including the $59/mo Starter.

Its free AI visibility audit (no signup, no credit card required) has completed 5,029+ audits and serves as a low-friction entry point for teams evaluating the category. Ross Hudgens, Founder of Siege Media, uses it as his “ rank tracking for AI search” — a framing that reflects how Knowatoa positions itself for teams coming from SEO backgrounds who want a familiar mental model for AI visibility.

Key features:

Pricing:

Plan Price Questions Answers/mo AI Services
Starter $59/mo 30 2,790 AI Mode, AI Overviews, ChatGPT
Growth $199/mo 100 21,700 + Claude, Gemini, Meta AI, Perplexity

7-day free trial, no credit card. Both plans include daily refreshes and dedicated account rep.

Pros:

Cons:

“Rank tracking for AI search services like ChatGPT, Perplexity, and Claude.” — Ross Hudgens, Founder, Siege Media

Website: knowatoa.com

12. Superlines

Superlines is a Finnish AEO platform with two meaningful differentiators. First, it tracks 10+ AI platforms including DeepSeek, Mistral, and Grok — coverage that few tools match. Second, it uses real live AI interface data rather than API calls, which means results reflect what users actually see when they query these platforms rather than what the underlying API returns under controlled conditions. Its MCP (Model Context Protocol) server support adds a third layer: agentic workflow integration for teams building AI-powered processes around their visibility data.

Part of Google’s AI Startups Cloud Program and with customers including Supabase, Tallink Silja, and Tietoevry, Superlines has established credibility despite its recent founding. Its 4.8/5 rating across 50 reviews reflects a platform that’s receiving consistent positive feedback from early adopters.

Key features:

Pricing:

Plan Monthly Annual
Starter EUR 89/mo EUR 74/mo
Growth EUR 379/mo EUR 315/mo
Agency Growth EUR 299/mo —
Enterprise Custom Custom

7-day free trial on all plans.

Pros:

Cons:

Customers: Tallink Silja, Elo, Tietoevry, Finnlines, Supabase, Tulos, Finance Link, Four Reasons.

“Superlines turned AI Search from a mystery into a measurable channel for us.” — Axel Lindell, CEO, Ilona Works

Website: superlines.io

13. Scrunch AI

Scrunch AI has two distinct products that together form one of the more complete enterprise AI visibility offerings. The first is a monitoring platform tracking brand presence across 9+ LLMs with real-time AI bot traffic feeds, citation discovery, and Looker Studio integration. The second — and the more differentiated — is its Agent Experience Platform (AXP): a system that actively changes what AI agents receive when they visit your site, rather than just reporting what happened.

AXP creates AI-optimized versions of your content specifically for AI crawler traffic. In one documented case, Scrunch reduced a page from 263,220 bytes to 4,578 bytes — a 98% size reduction — making it dramatically more digestible for language models. For teams that want to move beyond measurement into active optimization of the AI agent experience, this capability is unique. Understanding technical SEO for AI search is the foundation; AXP is the systematic execution layer on top of it.

Key features:

Pricing:

Plan Price Prompts LLMs
Core $250/mo 125 4 (ChatGPT, Perplexity, Google AIO, Copilot)
Enterprise Custom Custom 9+ (+ Claude, Gemini, Meta AI, AI Mode, Grok)

7-day free trial. Annual discount: 2 months free.

Pros:

Cons:

Customers: Lenovo, BairesDev, Clerk, Skims, BigTime, Penn State University, Crunchbase. 500+ companies.

“Within weeks, we went from invisible to cited right alongside the biggest players in the space.” — Danilo Vaccalluzzo, Digital Marketing Manager

Website: scrunch.com

How to choose an AI search visibility tool

If you’re starting from zero and have a limited budget: Otterly AI ($29/mo) or Knowatoa ($59/mo with a free audit) give you genuine tracking capabilities with the lowest financial commitment. Otterly’s Gartner recognition and Knowatoa’s free audit make both easy to evaluate before paying.

If you need source-level citation data: Airefs is the only platform in this list that shows the specific URLs AI models cite for your tracked prompts — not just a visibility score, but a list of pages to create, update, or engage with.

If platform coverage breadth matters: Superlines (10+ including Mistral, Grok, DeepSeek), Promptwatch (10 platforms, 1.11B data points), and Profound (10+ including ChatGPT Shopping) cover the most ground. Brandlight (11+ including Amazon Rufus and Llama) leads on enterprise breadth.

If accuracy is the priority: Peec AI and Superlines use UI scraping that simulates real user behavior rather than hitting APIs, which produces results closer to what actual users see. ZipTie.dev uses the same approach and has earned endorsements from Lily Ray and Aleyda Solis specifically for accuracy.

If you’re running an agency with multiple clients: SE Visible (unlimited seats, multi-brand) or Otterly AI (40+ countries, white-label options) are the most operationally practical for managing client accounts without per-seat costs adding up.

If you need to prove ROI to leadership: AthenaHQ’s case studies ($126K media value, 10x citation growth, 50% demo increase) provide the benchmark for what good outcomes look like. Profound’s Ramp case study (7x AI visibility increase) is the most-cited enterprise proof point in the category.

FAQ

What is AI search visibility?

AI search visibility measures how often and how prominently your brand appears in AI-generated answers — in ChatGPT, Perplexity, Google AI Overviews, Gemini, and other AI platforms — when users ask questions relevant to your category. It’s tracked through metrics like citation rate (how often your brand appears), share of voice (your citations vs competitors), and source attribution (which content AI models cite about you).

How is AI search visibility different from SEO rankings?

SEO rankings measure your position in Google’s list of organic blue links for specific keywords. AI search visibility measures whether your brand appears in the AI-generated answer that now sits above those links — or replaces them entirely in zero-click searches. The mechanics are different: Google ranks pages; AI models cite sources based on which content they find authoritative and relevant for a given question. Improving AI visibility typically requires a different set of interventions than traditional on-page SEO.

Which AI platforms matter most for visibility tracking?

ChatGPT is the highest priority for most B2B and B2C brands — it has the largest user base and drives the most AI-influenced purchase decisions. Google AI Overviews matters for brands with strong traditional SEO investment because it’s embedded in the existing Google search flow. Perplexity is worth tracking for brands targeting technical, research-oriented audiences. Claude and Gemini are growing in enterprise workflows. Most tools recommend starting with ChatGPT and AI Overviews, then expanding based on where your specific buyers spend time.

How do AI visibility tools measure brand mentions?

There are two main methodologies. API-based tools send queries to AI platforms via their APIs and parse the responses. UI scraping tools (Peec AI, Superlines, ZipTie.dev) simulate real user interactions, which tends to produce more accurate results because API responses can differ from what users see in the actual interface. Most enterprise tools use proprietary combinations of both.

What is share of voice in AI search?

Share of voice in AI search is the percentage of relevant AI responses that include your brand, expressed relative to the total mentions across you and tracked competitors. If your brand appears in 30 out of 100 AI responses to queries in your category and competitors collectively appear in the other 70, your share of voice is 30%. Most platforms track this at the prompt level (for specific queries), the topic level (across a category of queries), and the platform level (for a specific AI engine).

Can AI search visibility be improved?

Yes — that’s the premise behind the AEO ( Answer Engine Optimization) category. The main levers are: creating content that directly answers the questions AI platforms are asked in your category, building citations from sources that AI models already trust (reviews, authoritative publications, Reddit), optimizing technical factors that affect how AI crawlers index your site, and participating in community discussions that AI models draw from. The tools in this list identify which of these levers will have the most impact for your specific situation.

What results should I expect from improving AI search visibility?

The strongest documented results in this category include Rootly ($126K incremental media value), Ramp (7x AI visibility increase, 5th most visible fintech brand globally), and Gruns (2% to 12.6% share of voice in 60 days). More typical results over 60–90 days include measurable citation rate improvements (doubling or tripling from a low base) and increased inbound traffic from AI platforms. The brands seeing the largest gains tend to be those in categories where AI-generated recommendations are now a primary discovery channel.