Data as of Aug 16, 2026 · Based on 184 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
Effective LLM search optimization involves either tracking tools to monitor brand mentions in AI-generated answers or growth agencies that provide citation engineering and technical content strategies to boost visibility. Leading firms often combine traditional SEO with LLM-specific frameworks.
Brands AI recommends here
Best for full-stack visibility tracking; this platform provides a dashboard for monitoring brand mentions and citation intelligence across major LLMs, helping marketing teams audit their presence effectively.
Best for B2B SaaS and Fintech companies needing citation engineering; it uses structured data and custom internal tools to integrate established SEO practices with emerging AI search growth.
Best for high-growth SaaS companies prioritizing a methodology-driven approach, focusing on editorial strategy and programmatic SEO to drive visibility in AI answer engines over time.
OmniusSource | Citation share |
|---|---|
Top 7 AI Search Optimization Agencies For LLM Platformsomnius.so/blog/best-ai-optimization-agencies | 2.7% |
 We Found 20 AI SEO Agencies Helping Businesses Rank in AI Results in 2026 | Embarqueembarque.io/post/we-found-20-ai-seo-agencies-helping-businesses-rank-in-llm-results | 2.5% |
 13 Best LLM optimization agencies | GMPgrowthmarketingpro.com/best-llm-optimization-agencies | 1.8% |
 The 10 Agencies Leading the LLM SEO Revolution in 2026 - Contentlycontently.com/2025/10/01/10-agencies-leading-llm-seo-revolution-2025 | 1.7% |
 9 Best LLM Optimization Tools for 2025surferseo.com/blog/best-llm-optimization-tools | 1.6% |
 Top 10 LLM Optimization Agencies in 2026 - Aimers Blogaimers.io/blog/top-10-llm-optimization-agencies | 1.5% |
Top 10 LLM Optimization Agencies in 2026 - Aimers Bloghttps://aimers.io/blog/top-10-llm-optimization-agencies | 1.5% |
13 Best LLM optimization agencies | GMPhttps://www.growthmarketingpro.com/best-llm-optimization-agencies/ | 1.3% |
 14 Best LLM Optimization Agency Picks for 2026 - 7 Eaglesthe7eagles.com/llm-optimization-agency | 1.3% |
We Found 30 of the Best AI SEO Agencies for Ranking in AI Results in 2026 | Embarquehttps://www.embarque.io/post/we-found-20-ai-seo-agencies-helping-businesses-rank-in-llm-results | 1.2% |
If by “LLM search result optimization” you mean improving how often a company is mentioned, recommended, and cited in ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, and similar AI search experiences, the market is usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI Search Optimization.
As of August 2026, I’d put the leading providers into two groups:
| Provider | Best for | My take |
|---|---|---|
| Profound | Enterprise AI-search intelligence | Top enterprise choice. Strong monitoring, competitive intelligence, citation analysis, integrations, and agent/workflow capabilities. |
| Scrunch | Enterprise optimization + execution | Particularly interesting if you want to actually optimize/deliver content, rather than merely measure visibility. |
| Peec AI | In-house marketing teams | Strong middle-market option for tracking prompts, competitors, sentiment, and international visibility. |
| Otterly.AI | Affordable monitoring | Good starting point if you mainly need to establish an AI-search baseline and monitor changes. |
| AthenaHQ | Monitoring → recommended actions | More action-oriented than pure rank/mention tracking, with content optimization capabilities. |
| Ahrefs Brand Radar | Existing SEO teams | Attractive if you're already an Ahrefs customer and want AI visibility integrated with conventional SEO/search data. |
| Semrush AI Visibility | Large SEO organizations | Good if you want AI visibility alongside a mature SEO platform rather than buying a dedicated GEO product. |
Recent comparisons consistently put Profound, Scrunch, Peec AI and Otterly among the core dedicated AEO/GEO platforms.
I'd shortlist:
These appear among the stronger agency options in recent 2026 agency comparisons.
A lot of vendors call themselves “LLM optimization” providers, but they're actually selling visibility monitoring.
There are really three layers:
The first two are becoming fairly commoditized. The third is where I'd focus when evaluating vendors. Current comparisons explicitly distinguish monitoring-only platforms from tools that provide audits, recommendations, content generation, or actual content delivery.
My shortlist by use case:
If you tell me your company/industry, approximate size, and whether you want software vs. a managed agency, I can narrow this to the 3 providers I'd actually interview, including pricing and what I'd ask each one in the RFP.
LLM search result optimization—commonly referred to as Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO) —focuses on earning brand mentions, entity trust, and citations inside AI-generated answers on platforms like ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews.
The provider landscape splits into two main categories: Specialized Agencies (which handle strategy, content architecture, digital PR, and technical entity signals) and SaaS Platforms (which track and analyze cross-model brand visibility).
Top GEO & LLM Optimization Agencies
Top LLM Citation & Visibility Tracking Tools (SaaS)
If you prefer a software-led approach to monitor and fix citation gaps across multiple generative models:
If you'd like to narrow this down, tell me:
I can provide a more tailored recommendation based on your goals.
If by “LLM search result optimization” you mean helping a company appear more often—and more favorably—in answers from ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, the market is usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI Search Optimization.
There are two distinct provider categories: software platforms that measure/diagnose visibility, and agencies/consultancies that actually implement the changes.
| Provider | Best for | My take |
|---|---|---|
| Profound | Enterprise AI-search visibility | Probably the strongest enterprise-oriented choice; deep prompt/citation analytics and broad engine coverage. marketerhire.comproofmap.com |
| AthenaHQ | Turning AI visibility data into actions | Strong if you want recommendations/content optimization rather than just reporting. proofmap.comwww.datadab.com |
| Scrunch AI | Enterprise AEO/GEO | Frequently grouped with Profound among the enterprise leaders. marketerhire.com |
| Peec AI | Mid-market / international teams | Good analytics and prioritization, particularly attractive for multilingual/European programs. proofmap.comwww.datadab.com |
| Otterly.AI | Affordable monitoring | Good starting point for tracking mentions, citations and sentiment without an enterprise budget. marketerhire.com |
| Writesonic | Content teams | Interesting if you want GEO measurement tied directly to content creation. www.xseek.io |
For actual optimization rather than software, I'd put these on a shortlist:
If you're buying this for a serious enterprise program, I'd investigate:
Profound + an implementation agency
rather than simply hiring an agency that says it does “AI SEO.”
The reason is that LLM optimization has two different jobs:
The distinction matters because some AEO products are primarily visibility-monitoring tools, while others attempt to prescribe or execute optimization.
If you tell me your company/industry, target market, approximate budget, and whether you want a software platform or a done-for-you agency, I can narrow this to the 3–5 providers I'd actually put into an RFP, including pricing and strengths/weaknesses.
Otterly AI
otterly.ai
Animalz
animalz.co
Optimizing visibility for Large Language Models (LLMs) and conversational search engines (like ChatGPT, Perplexity, Gemini, and Google AI Overviews) is broadly known as Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO).
Top providers and agencies specializing in LLM search result optimization span deep technical frameworks, content architecture, and AI-driven analytics:
If you'd like to narrow down the right partner, tell me:
If by “LLM search result optimization” you mean improving a company’s chances of being mentioned, recommended, and cited in ChatGPT, Perplexity, Gemini/Google AI Mode, Claude, and other AI search experiences, the market is usually called GEO (Generative Engine Optimization), AEO, or AI Search Optimization.
As of 2026, I’d divide the top providers into platforms/tools and hands-on agencies.
| Provider | Type | Best for | My take |
|---|---|---|---|
| Profound | Platform | Enterprise AI visibility | Top enterprise choice |
| Peec AI | Platform | Marketing teams & agencies | Best balance of monitoring + actionable optimization |
| iPullRank | Agency | Enterprise technical GEO | One of the strongest specialist agencies |
| Semrush | Platform | Existing SEO teams | Best if you want GEO + conventional SEO together |
| BrightEdge | Platform | Large enterprises | Strong enterprise SEO/AI-search integration |
| Otterly.AI | Platform | SMB/mid-market monitoring | Good lower-cost entry point |
| Aimers | Agency | AI-search/content strategy | Worth evaluating for managed services |
| 7 Eagles | Agency | B2B/enterprise | More traditional SEO foundation + AI search |
| Growth Marshal | Agency | Pure-play LLM visibility | Interesting specialist option |
Recent industry comparisons consistently put Profound, Peec AI, Semrush, BrightEdge, Otterly and AthenaHQ among the leading GEO platforms, while agency comparisons highlight iPullRank, 7 Eagles and Aimers.
1. Profound — enterprise-grade measurement
Profound is probably the name I'd start with if you're a larger brand and need rigorous measurement of share of voice, citations, prompts, competitors and AI-engine visibility. It's positioned specifically around generative-engine optimization rather than simply adding an “AI” feature to an SEO suite.
2. Peec AI — strongest “measure → act” workflow
Peec is particularly interesting because it doesn't stop at telling you “you're mentioned 18% of the time.” Its Actions product analyzes the sources AI engines use—including editorial sites, Reddit/UGC and other source categories—and recommends specific content or off-page opportunities.
Its documentation also shows tracking across ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Claude, Copilot and Grok.
I'd put iPullRank near the top of the list. They have developed their own “Relevance Engineering” framework around retrieval, synthesis and citation rather than treating GEO as merely another content-marketing tactic.
That's important because LLM optimization isn't simply “put more keywords on the page.” Research indicates that AI search can place substantial weight on third-party/earned sources, authority, citations and community presence, and different AI engines behave differently.
I'd be skeptical of any provider promising something like “we'll get you ranked #1 in ChatGPT.” AI answers are probabilistic and can change between runs. Even iPullRank's research emphasizes that the same query can produce different citations at different times.
A good provider should therefore measure:
rather than selling a conventional “keyword ranking” metric.
If you tell me your company/industry, target market, and whether you're looking for a software platform or a managed agency, I can narrow this to the 3–5 providers I'd actually shortlist and compare their pricing, capabilities, and track record.
Optimizing for LLM search and generative discovery—frequently referred to as Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO) —has shifted from experimental theory to an established digital marketing discipline. The top providers include specialized technical agencies, content-led organic growth firms, and dedicated tracking platforms.
Top Technical and Enterprise GEO Providers
Top Content-Led and B2B SaaS Growth Agencies
Specialized AI Visibility & Tracking Platforms
If you'd like to narrow down the right partner, tell me:
If by “LLM search result optimization” you mean improving the odds that a company/product is mentioned, recommended, and cited in ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, etc., the market is usually called GEO (Generative Engine Optimization), LLMO, or AI Search Optimization.
As of 2026, I’d put the providers into a few tiers:
| Provider | Best for | My take |
|---|---|---|
| iPullRank | Enterprise / technical GEO | One of the stronger established SEO firms moving seriously into AI search |
| WebFX / SEO.com | Enterprise implementation | Strong if you want GEO integrated with conventional technical SEO and content |
| Astral | Dedicated LLMO/GEO | More AI-search-native than a traditional SEO agency; focuses specifically on LLM visibility |
| Rainmaker | Full-service GEO | Focuses on getting brands cited/recommended across ChatGPT, Perplexity, Claude, Gemini |
| Proven ROI | Measurement + optimization | Particularly interesting if you want ongoing AI-visibility measurement |
| Smart GEO Agency | GEO-specialist agency | Dedicated to AI-answer visibility rather than conventional SEO |
| 7 Eagles | Enterprise/B2B | Frequently appears in current LLM-optimization agency comparisons |
| Aimers | B2B / performance marketing | Another agency worth evaluating for broader AI-search work |
Recent industry comparisons specifically identify iPullRank, 7 Eagles, and Aimers among leading agencies, while Profound, Slate, and Trakkr are highlighted more as software/measurement platforms rather than service providers.
1. iPullRank — best if you're an enterprise brand
I'd consider them if you need GEO integrated with technical SEO, content, digital PR, entity optimization, and a sophisticated measurement program. The advantage of an established SEO/search consultancy is that they can work on the underlying sources that LLMs retrieve—not merely try to manipulate the wording of your website.
2. Astral — best if you want an LLM-native specialist
Astral explicitly positions itself around LLMO/GEO, including ChatGPT, Perplexity, Grok, Claude and Gemini. Its offering includes AI-visibility audits, structured data, content restructuring, entity/Wikipedia/Wikidata work and aggregator optimization.
3. WebFX — best for a large conventional marketing organization
WebFX's enterprise offering combines AI-search optimization with technical SEO, authoritative content, authority building and citation tracking across ChatGPT, Gemini, Claude, Perplexity and Google's AI experiences.
4. Proven ROI — interesting if measurement is the priority
They emphasize proprietary AI-visibility monitoring and tracking across multiple AI platforms, alongside implementation.
I'd be very careful with anyone promising “#1 in ChatGPT” or guaranteed LLM rankings.
The science is still young. A 2026 survey of 45 GEO studies found that the evidence for durable, cross-platform effects on organic discoverability and downstream business outcomes is still limited; AI-search results can also vary substantially between runs.
In other words, good GEO isn't simply:
“Put these keywords on your website and ChatGPT will rank you.”
The better providers work on the entire evidence ecosystem: authoritative third-party mentions, structured/entity data, content, technical accessibility, reviews, PR, citations, and measuring actual AI answers over many queries.
I'd ask every provider for these five things before signing:
That last point matters because research shows generative-search results can change with relatively minor query changes and between runs.
If you tell me your company/industry, approximate size, and whether you're looking for an agency or software, I can narrow this to the 3–5 providers I'd actually interview, including approximate pricing and strengths/weaknesses.
Optimizing for LLM-driven search—frequently called Generative Engine Optimization (GEO), Answer Engine Optimization (AEO) , or AI Search Optimization (AIO) —involves tracking how your brand, products, and entities appear inside summaries generated by ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews.
The top providers split into specialized SaaS software/tracking platforms and digital marketing agencies.
Top Software & Tracking Platforms (GEO Tools)
These tools monitor your brand's share of voice, citations, and keyword placement across various LLMs:
Top Agencies & Specialized Consultants
If you need a done-for-you service—covering entity building, digital PR for AI citations, and semantic/schema restructuring—these agencies stand out:
Are you looking for a software tool to track your brand's AI visibility in-house, or an agency partner to overhaul your content and schema for LLM citations? Let me know your industry or platform focus (e.g., B2B, e-commerce) to narrow down the best fit.
The market is evolving quickly, and different providers specialize in different parts of the problem. Broadly, they fall into three categories:
| Provider | Best for | Strengths |
|---|---|---|
| Profound | Enterprise brands | AI visibility monitoring, prompt tracking, competitive intelligence |
| Scrunch AI | Enterprise | Multi-LLM monitoring, content optimization, governance |
| HubSpot AEO | Marketing teams already using HubSpot | AI visibility integrated with CRM and marketing workflows www.hubspot.comwww.techradar.com |
| Semrush | Existing SEO teams | AI Visibility Toolkit alongside traditional SEO www.techradar.comwww.citeflow.io |
| BrightEdge | Large enterprises | AI search reporting integrated into enterprise SEO platforms www.techradar.comwww.citeflow.io |
| Adobe LLM Optimizer | Adobe Experience Cloud customers | Enterprise AI content optimization www.citeflow.io |
| AirOps | Content-heavy organizations | Turns AI visibility insights into scalable content workflows www.hubspot.comwww.techradar.com |
| Ahrefs | SEO professionals | Brand monitoring and AI visibility reporting www.hubspot.comwww.techradar.com |
If you're looking for a services partner rather than software, these firms are among the most frequently mentioned for AI search optimization work:
It's worth noting that many agency rankings are published by agencies ranking themselves, so treat those lists cautiously and look for independent case studies and client references.
Enterprise (Fortune 1000)
These focus on governance, analytics, competitive benchmarking, and integration with enterprise marketing stacks.
Mid-market
These combine AI search optimization with existing SEO and content workflows.
Content-first
These emphasize creating and updating content that's more likely to be cited by AI systems.
The strongest providers generally offer:
The industry has largely moved beyond simply "optimizing pages." Most leading platforms now focus on measuring how brands appear in AI-generated answers and identifying the signals that influence citations.
If you're evaluating vendors, I can also narrow recommendations based on your situation—for example:
LLM search result optimization—frequently referred to as Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO) —involves positioning brands to be recommended, cited, and summarized by AI models like ChatGPT, Claude, Perplexity, and Google AI Overviews.
Providers in this space generally fall into two distinct categories: Specialized Agencies/Consultancies that restructure content, entity footprints, and digital PR, and SaaS Analytics Platforms that track how often LLMs cite a brand.
Top GEO & AI Search Agencies
Top GEO Tracking & Analytics Software Platforms
If your team handles content internally and needs tools to audit, monitor, and measure your prompt visibility across major AI engines, consider these platforms:
If you want to narrow this down, let me know:
