Your customers aren't just Googling anymore. They're asking ChatGPT, Claude, and Perplexity for answers and recommendations.
And those AI systems? They're making decisions about which brands to mention in milliseconds, often without you even knowing it happened.
The truth is your brand is already being evaluated, cited, or ignored by LLMs right now. So you need to show up when and where it counts.
That's where LLM optimization tools help. Let's understand what they do and break down the tools that'll help you stop being invisible to the algorithms…
What are LLM Optimization Tools?
LLM optimization tools are specialized software platforms and frameworks made to improve the performance, efficiency, and discoverability of AI-powered applications built on foundation models like GPT, Claude, or Llama.
In other words, they are the software platforms and frameworks that help you squeeze better performance out of massive AI models, cut down your API bills, and also make sure people can actually find your AI-powered stuff when they're asking questions to ChatGPT or other AI assistants.
These tools do everything from helping you write better prompts (yes, that's actually a science now) to compressing models so they run faster, to optimizing how your AI retrieves information from your knowledge base.
And increasingly, there's a whole new category emerging around “LLM visibility"; basically making sure your content shows up when someone asks an AI a question. It is like SEO, but for the age of AI answers instead of search results.
Why Should You Care About LLM Optimization Tools?
The simple answer is that the opportunity is massive. McKinsey estimates that generative AI could add somewhere between $2.6 trillion to $4.4 trillion to the global economy every year. But, and this is a big but, only if companies can actually deploy these technologies without burning through their budgets or delivering terrible user experiences.
Your AI bills are probably out of control
Running LLMs at any real scale is expensive. IBM's research shows that AI model training costs have skyrocketed, with some large models costing millions just to train and then thousands of dollars per day to keep running. That's not sustainable for most businesses.
The good news is that proper optimization tools can slash those inference costs by anywhere from 50% to 90%. We're talking about techniques like making models smaller without losing quality, smart caching so you're not regenerating the same answers, and batching requests efficiently.
The search game is changing
Gartner predicts that by 2026, traditional search engine volume will drop by 25% because people are increasingly just asking AI chatbots instead of Googling. Think about what that means.
If your content isn't optimized to show up in AI responses, you're essentially becoming invisible to a huge chunk of your potential audience.
Quality matters more than ever
Speed and cost are important, but getting good answers is still the most important thing. Nobody wants an AI that hallucinates facts, sounds like a robot, or gives information that's just... wrong.
Optimization tools help you implement better prompting strategies, fine-tune models on your specific data, and set up retrieval systems that actually pull the right information. This is especially important if customers are interacting with your AI.
You need to scale responsibly
When you have an AI model or an AI-powered product, you need to monitor it for bias, track how your model behaves in the wild, set up safety guardrails, and stay compliant with whatever AI regulations are coming down the pipeline. Optimization tools give you that infrastructure without sacrificing the performance you need.
Look, AI capabilities themselves are becoming the norm. Every company has access to the same foundation models. The winners will be the ones who can deploy them smarter, faster, and more cost-effectively. That's what optimization is really about.
Now, let’s look at the best tools.
Best LLM Optimization Tools for 2026
Fibr AI
Homepage for fibr.ai featuring headline text about AI-CRO workforce agents and a dashboard preview of "LIV Personalization Agent" optimizing a kitchen remodeling landing page. The interface showcases performance metrics including a 25% increase in post-click conversions and $50,000+ in software savings.
Text in image: fibr.ai Agents Solutions Resources Pricing Login 30-Day Free Trial. Conversion Rate Optimization Agents (AI-CRO Workforce). Turn Your Website Into a Smart, Self-Optimizing Growth Machine. Run 100x more experiments, 10x faster with AI Agents that automate testing & personalization. No extra hires, no agencies, no new tools. Just smarter conversions, on autopilot. Talk to CRO Expert Get Free CRO report. LIV Personalization Agent, MAX Experimentation Agent, AYA Web Performance Agent. Increase in Post-click conversions 25%. Saving in Software & Higher Costs $50,000+. Personalized Experiences Served 10,000+. Impressions of A/B testing 2,000,000+.
Fibr AI is a conversion optimization platform that deploys autonomous AI agents to personalize landing pages, run continuous A/B tests, and optimize LLM visibility, all without oversight.
The platform deploys three always-on core AI agents: LIV for real-time personalization and seamless website-to-martech integration, MAX for continuous experimentation through analytics, insights, and hypothesis generation, and AYA for proactive 24x7 optimization of website performance and vitals
Beyond these agents, the LLM Presence module deserves attention since it addresses the AI discovery challenge head-on. The system executes queries programmatically across OpenAI GPT, Gemini, Perplexity, Claude, and Grok with parallelization, retries, and full response capture, including timestamps and platform metadata.
Presence analytics detect exact and variant brand mentions (including misspellings), calculate presence percentage per platform, and benchmark against competitors with ratios and trends.
But it goes deeper than simple tracking. Positioning intelligence determines where you appear in lists (first, second, third+), computes average position and first-mention frequency, and shows competitive hierarchy over time. The platform classifies sentiment as positive, neutral, or negative, shows platform differences and competitive sentiment, and flags shifts week-over-week.
Key Features
Pros
Cons
Pricing
Agency Program: Custom partnership
Surfer SEO
Homepage for the Surfer SEO platform featuring a dark mode UI with a prominent "Get started now" purple call-to-action button. The layout includes a top navigation bar with platform and pricing links, social proof showing a 4.8-star rating from over 500 reviews, and a mention of 150,000+ users.
Text in image: Stop Believing AI SEO Myths — Watch the Truth About Ranking in AI Search Watch Now. SURFER. Platform, Solutions, Resources, Pricing, Contact Sales, Sign in, Sign up. Boost visibility in Google, ChatGPT, and beyond. Search has changed. People turn to Google, ChatGPT, and other AI chats to find answers. Surfer gives you one workflow to make sure your content is visible in all of them. Get started now. 4.8 500+ REVIEWS. 150,000+ Content Creators, SEOs, Agencies, and Teams rank with Surfer every day.
Surfer SEO, once a straightforward on-page optimization tool, is now a comprehensive content intelligence platform that's become essential for modern SEO practitioners. Surfer has recently pivoted towards AI visibility; the platform now tracks your brand's presence across AI chats, generative search models like ChatGPT and Gemini, and Google's AI Overviews.
The platform uses natural language processing and machine learning to analyze over 500 web signals, reverse-engineering what actually works in search results. Founded by Michal Suski and Sławek Czajkowski, Surfer has grown into a tool trusted by over 150,000 customers across 159+ countries, including major brands like FedEx, Shopify, and Lenovo.
What sets it apart is its proprietary Content Score metric, which has become something of a gold standard in the industry for measuring content optimization.
The real magic happens in Surfer's Content Editor, which analyzes top-ranking articles for your target keyword and tells you exactly what you need: how many words, paragraphs, images, headings, and which semantic keywords to include. The newer Surfer AI feature takes this further by generating complete, ready-to-rank articles in minutes, though you'll still want to add your unique perspective and expertise.
Adobe LLM Optimizer
The Adobe for Business webpage for Adobe LLM Optimizer features a hero section with a black background on the left and a smiling woman in orange sunglasses against a yellow backdrop on the right. Overlaid data visualizations include a bar chart showing "Your brand" at 65% compared to competitors, and a metrics dashboard showing positive growth for mentions across All engines, Google AI, and ChatGPT.
Text in image: Adobe for Business, Products, AI, Industries, Roles, Resources, Support, Get started, Home / Products / LLM Optimizer, ADOBE LLM OPTIMIZER, Drive brand authority in AI search and discovery., Shape how your brand shows up in AI search results to drive measurable visibility, qualified traffic, and influence at every stage of the customer journey with Adobe LLM Optimizer., Watch overview, Take a tour, Embrace the elements., Products that move with you through Fall., SHOP NOW, Brand vs. competitors, Mentions, 65% Your brand, 42% Trailblaze, 16% Flexion, What's my brand presence on AI engine, 4.6% All engines mentions 5,120, 3.1% Google AI mentions 1,128, 2.2% ChatGPT mentions 870.
Adobe LLM Optimizer marks a shift in how brands think about digital visibility. This enterprise-grade solution helps marketing teams understand and optimize how their brand appears in generative AI responses. It’s made for an era where ChatGPT, Claude, and Perplexity are becoming primary discovery channels.
Adobe’s platform is good at detecting agentic traffic, that is, activity from AI crawlers, LLM-based assistants, and AI-powered browsers that access and reference site content. Most traditional analytics platforms were built for human visitors and completely miss this layer of interaction.
What's really smart about Adobe's execution is the one-click deployment through Adobe Experience Manager Sites integration. You can review, approve, and implement recommended changes without technical handoffs. This keeps content strategists and marketers in control while benefiting from AI-guided optimization at enterprise scale.
Adobe's own marketing team used the tool and saw citations increase by 5 times for Adobe Firefl y within one week.
Custom pricing
Galileo
Website homepage for Galileo, an AI observability and evaluation platform, featuring a dark interface with three information cards highlighting automated evaluations, rapid iteration, and real-time protection. The header includes code-like snippets showing an AI agent's input requesting a credit card and a JSON object for tool selection with specific data fields.
Text in image: Galileo. Platform, Docs, Pricing, Resources, About. Login, Book a Demo, Get Started for Free. Ship reliable AI agents faster. Galileo is the observability and evaluation platform that makes AI reliable. Agent. Input: I want to get a credit card with good retirement benefits. tool_selection: { "tool_name": "loan_app", "loan_amount": 0, "loan_term_months": 0, "employment_status": "retired" }. Automated evaluations: Eliminate 80% of evaluation time by replacing manual reviews with high-accuracy, adaptive metrics. Test your AI features, offline and online, and bring CI/CD rigor to your AI workflows. Rapid iteration: Ship iterations 20% faster by automating testing numerous prompts and models. Find the best performance for any given test set. When something breaks, Galileo helps identify failure modes and root cause. Real-time protection: Achieve 100% sampling in production with metrics for accuracy, safety, and performance. Block hallucinations, PII, and prompt injections before they happen.
Galileo has positioned itself as the evaluation and observability platform for teams serious about making AI reliable. Galileo provides what it calls the best way to measure AI accuracy both offline and online. Unlike tools focused solely on tracking mentions or citations, Galileo goes deep into the technical weeds of LLM performance, safety, and behavior.
The company recently launched Agentic Evaluations to address a growing pain point as AI agents take on more complex workflows. The solution provides complete visibility into multi-step agent completions with comprehensive tracing, alongside agent-specific metrics that assess tool selection quality, individual tool completions, and the overall planner's performance.
Its Luna Evaluation Suite eliminates approximately 80% of evaluation time by replacing manual reviews with high-accuracy, adaptive metrics, and ships iterations 20% faster by automating the testing of numerous prompts and models.
The platform brings CI/CD rigor to AI workflows with automated testing that captures corner cases and prevents regression, while achieving 100% sampling in production with metrics for accuracy, safety, and performance.
BrightEdge Autopilot
A BrightEdge product page for "Autopilot" features a software dashboard displaying SEO success metrics and keyword ranking improvements. The dashboard specifically highlights "1,392 zero-touch optimizations" and a table showing multiple keywords moving from low rankings to "Page 1" positions.
Text in image: BRIGHTEDGE Products Solutions Resources Company Events AI Pulse New Request demo Login. AUTOPILOT. BrightEdge Autopilot Zero-Touch Wins from Self-Driving AI. Imagine having an expert SEO assistant intimately familiar with every facet of your business, constantly optimizing your pages. Turn on Autopilot and watch as your content rises to Google’s page 1 for relevant keywords. Autopilot for SEO has performed 1,392 zero-touch optimizations. Autopilot Success Update from July 11, 2023. Download Complete List of Wins. Ranking Change: Page 11+ -> Page 1: Position 9; Page 2 -> Page 1: Position 7. Annual Searches: 888,000; 52,800.
BrightEdge Autopilot takes a fundamentally different approach to SEO optimization; one that's decidedly enterprise-grade and designed for organizations managing thousands of pages. This is an AI-powered platform that essentially acts as an SEO expert working on your behalf. Think
The system has been built on petabytes of information drawn from billions of pages and keywords in BrightEdge's proprietary Data Cube, Data Mind, and BrightEdge Instant databases. This massive knowledge base allows Autopilot to make intelligent optimization decisions that are specifically tailored to your content and opportunities, not generic best practices that may or may not apply to your situation.
The platform shines at zero-touch optimization, meaning once you've done the initial integration (which doesn't require heavy developer support), Autopilot continuously analyzes, updates, and optimizes your pages without any manual intervention. It's constantly checking for algorithm updates, shifts in search behavior, and new ranking opportunities, then implementing optimizations to keep your pages competitive.
BrightEdge also tracks performance meticulously, measuring "before and after" impacts to clearly demonstrate ROI. Users typically see pages move from page two or lower to page one of Google's results, particularly for mid-volume, high-conversion keywords that often get overlooked in manual optimization efforts.
BrightEdge does not publish standard pricing publicly
Copy.ai
Homepage for Copy.ai featuring a bold headline for "The First AI-Native GTM Platform" and a purple geometric graphic representing a workflow converging into a single path. The graphic includes nodes for "Create Content," "Generate Pipeline," "Execute Campaigns," and "Close Deals," alongside an email signup form. A footer displays logos for trusted partner companies including Siemens, Rubrik, Gong, ServiceNow, ThermoFisher, Lenovo, Juniper, and Urban Outfitters.
Text in image: copy.ai, Platform, Use cases, Resources, Pricing, GTM AI, Login, Get a Demo. Goodbye AI Copilots, Goodbye Point Solutions. The First AI-Native GTM Platform. Infuse AI across your go-to-market engine with a single platform — not dozens of copilots and point solutions. Codify best practices, unify data, connect teams, and eliminate GTM bloat. Power all key GTM use cases and realize the full value of AI. Create Content, Generate Pipeline, Execute Campaigns, Close Deals. What's your email? Get a demo. Trusted by 17 million users at leading companies: SIEMENS, rubrik, GONG, servicenow, ThermoFisher SCIENTIFIC, Lenovo, Juniper NETWORKS, URBAN OUTFITTERS.
Copy.ai has made quite a journey from its early days as a simple AI writing assistant to its current positioning as a comprehensive Go-to-Market AI Platform. Today, it helps sales, marketing, and content teams generate high volumes of on-brand content without manual work.
The platform now offers Content Agents, which are essentially AI assistants you can train to write in your specific brand voice and handle particular tasks. You could create one agent that specializes in first drafts of blog posts, another for LinkedIn updates, and another for email campaigns. This specialization means the output is more consistent and requires less editing than generic AI writing tools.
The real power comes from Copy.ai's workflow automation capabilities. Instead of generating one piece of content at a time, you can build entire content production systems that scale from ideation through final output. The platform also supports 95+ languages and integrates with tools like HubSpot, Salesforce, and various CMS platforms.
From an LLM optimization perspective, Copy.ai's Infobase feature is also a standout; it improves content relevance and accuracy by giving the AI access to your specific business information, ensuring generated content aligns with your brand and includes factually correct details about your products or services.
Frase
The landing page for Frase features a bold headline about SEO and AI-cited content, followed by a "Start Ranking With Frase" call-to-action button. Below the fold, a dashboard UI shows a content editor titled "Why Inbound Marketing Matters in the Digital Age" alongside an optimization panel with an 80% overall score. The interface includes sidebar navigation for SEO Analytics and AI Knowledge Base, plus real-time suggestions for removing dated references.
Text in image: frase, Features, AI Tools, Pricing, Customers, Resources, Blog, Sign In, Start My Free Trial, Create Content That Ranks on Google and Gets Cited by AI 10x Faster, Frase helps you create SEO + GEO optimized content that ranks higher on Google and AI platforms. Cut research time from hours to minutes while improving quality. Start Ranking With Frase, 3 free documents included, Start free • no credit card required • Cancel anytime, What is inbound marketing?, 80% Overall Combined optimization score, SEO Optimization, GEO Optimization.
Frase is one of the first platforms that provides dual optimization for both traditional search engines and generative AI platforms. Frase gives content creators a combined SEO + GEO score directly within the Frase editor's Optimization tab, with the ability to drill into each score individually.
The GEO Score evaluates your content across three pillars that AI engines prioritize when deciding what to cite: Authority, Readability, and Structure.
Beyond scoring your content, Frase provides actionable recommendations to improve each dimension, such as suggesting where to add authoritative references, flagging overly complex language that needs simplification, and identifying gaps in headlines and formatting that hurt AI discoverability.
Unlike bloated all-in-one platforms, Frase strips away the noise and gives you exactly what you need to research, outline, write, and optimize content that ranks. And instead of guessing what might work, Frase analyzes the top 20 Google results for your target keyword and extracts the DNA of what's actually ranking. It tells you which topics to cover, which questions people are asking, what headings to use, and even how long your content should be.
Peec AI
This homepage for Peec AI features a software dashboard displaying AI search analytics with a line graph and competitor comparison table. The line graph tracks visibility metrics for brands like HubSpot (65%), Salesforce (62%), and Attio (47%) from January to June 2025. A sidebar shows navigation for "Overview," "Prompts," and "Sources," while the hero section includes buttons for "Talk to Sales" and "Start Free Trial."
Text in image: Peec AI. We are hiring. AI search analytics for marketing teams. Track, analyze, and improve brand performance on AI search platforms through key metrics like Visibility, Position, and Sentiment. Talk to Sales. Start Free Trial. Attio's Dashboard. Overview - Attio's Visibility trending up by 5.2% this month. Visibility: 3/14, Sentiment: 2/14, Position: 5/14. April 2025: HubSpot 65%, Salesforce 62%, Attio 47%, Zero 32%, Pipedrive 21%.
Most AI search tracking tools throw a dashboard at you and expect you to figure out what it all means. Peec AI took a different road. They built something your marketing team will enjoy using: an analytics platform specifically built to help brands track and improve visibility across AI platforms like ChatGPT and Perplexity
The platform uses suggested prompts that automatically analyze your website and generate relevant queries to monitor.
Everything important sits right on the main dashboard: recent brand mentions showing prompts you're tracking with positions, sources displaying the percentage of websites being cited, and visibility tracking across different timeframes.
The platform also includes a URLs tab in the Sources feature that shows exact web pages citing your brand, opening real outreach opportunities beyond vanity tracking. This matters because knowing where you're mentioned is often more valuable than knowing that you're mentioned.
Datadog LLM Observability
Datadog's landing page for LLM Observability features a software interface screenshot displaying a trace analysis for a "Budget Guru" application. The dashboard highlights metrics like 1.58s duration, 1.87¢ estimated cost, and 6.87K total tokens, alongside an execution flow diagram showing interactions between a Triage Agent and various LLM calls.
Text in image: DATADOG. PRODUCT CUSTOMERS PRICING SOLUTIONS DOCS ABOUT BLOG LOGIN GET STARTED FREE. AI OBSERVABILITY. LLM Observability. Develop, evaluate, and monitor LLM Applications with confidence. TRY LLM OBSERVABILITY FREE. REQUEST A DEMO. Traces > cashri > span_id 13366852950061431177. Duration 1.58s. Estimated Cost 1.87¢. Total Tokens 6.87K. LLM Calls 8. gpt-4.1-2025-04-14. gpt-4o-2024-08-06. Budget Guru. Triage Agent. topic_relevance. Topic Relevance Agent. openai_agents.response. prompt_injection. Workflow Budget Guru 9.42s. Input Topic: Dining Spending. Hey give me the latest on my dining spending. Output Topic: Dining Spending Trends. Export to Dataset. Select a dataset. Export. 8 LLM Calls. 5 Tool Calls. 1 Tool Selection. Triage Agent (LLM) 1.58s.
When Datadog launched LLM Observability, they brought that same enterprise-grade reliability they’re known for to the wild west of generative AI. The platform became generally available to help AI developers and ML engineers monitor, improve, and secure LLM applications in production environments.
The platform provides end-to-end tracing across AI agents with visibility into inputs, outputs, latency, token usage, and errors at each step, along with structured experiments and robust quality and security evaluations.
Datadog's approach includes prompt and response clustering, seamless integration with their Application Performance Monitoring (APM) stack, and out-of-the-box evaluation and sensitive data scanning capabilities. The platform connects with Cloud Cost Management to provide granular insights into token usage and spend.
The evaluation system also deserves a mention. You can create datasets from production traces, run experiments against them, and track results either in the Datadog UI or via SDK, helping you test changes to prompts, models, or parameters before production rollout. Online evaluations run automatically in production to catch regressions as they happen.
Your Brand is Already Being Judged by AI
While you're still optimizing for Google's algorithm like it's 2019, your potential customers are already asking ChatGPT, Perplexity, and Claude for recommendations. They're getting answers, with or without you in them.
The brands winning in 2026 are the ones that've figured out how to show up when AI systems are making the recommendations.
The tools we've covered are becoming as staple as Google Analytics was a decade ago. Whether you need Adobe's enterprise muscle for comprehensive AI visibility or Fibr's autonomous optimization agents, the right tool depends on where you're starting and what you're trying to accomplish.
Curious to see where your brand stands in the AI-powered search landscape?
Do I really need an LLM optimization tool if I already have good SEO?
Absolutely. Traditional SEO gets you found on Google; LLM optimization gets you recommended by AI assistants. They're completely different.
Your perfect SEO might mean nothing if ChatGPT is telling users to check out your competitor instead.
Which tool should I start with if I'm just dipping my toes into AI visibility?
For pure AI visibility tracking without the technical complexity, Peec AI offers the gentlest learning curve at €89/month with a solid free trial.
If you're already technical and building AI applications, Galileo's free tier (5,000 traces/month) is generous enough to get real value.
For marketers who want autonomous optimization without hiring data scientists, Fibr's 30-day trial lets you test the full agent experience risk-free.
Are these tools only for huge enterprises with massive budgets?
Not anymore. While Adobe LLM Optimizer definitely skews enterprise, tools like Fibr's pay-per-use model can start as low as $10. You can afford these tools, but you cannot afford to be invisible when your customers are asking AI for recommendations.
How quickly can I expect to see results from LLM optimization?
Faster than traditional SEO, honestly. Adobe's own team saw citations increase by 5x for Adobe Firefly within one week. The feedback loops are much shorter because you're optimizing for AI systems that crawl constantly, not waiting for monthly algorithm updates.
What happens if I ignore this whole AI visibility thing and just stick with what's working?
You'll probably be fine... until you're not. Remember when businesses said, "our customers don't use mobile" or "we don't need to be on social media"? This feels similar.
For context, Adobe tracked a 1300% increase in traffic to U.S. retail sites from generative AI sources in 2024.
A medium portrait of a smiling woman with long, dark wavy hair and a nose stud, wearing a black polo shirt with red and white striped sleeve cuffs. She is positioned in an indoor setting with a blurred background showing a person at a desk and white walls.
Meenal Chirana
Content Marketing Manager
Meenal Chirana, Content Marketer at Fibr, brings five years of experience in the content field to the team. Her passion for creating engaging content is matched only by her expertise in writing, SEO and content marketing. Passionate about all things content and digital marketing, she is always on the lookout for innovative ways to connect with audiences and elevate brands.
Page Visuals
[Image: Cover Image] Digital conceptual graphic featuring a glowing glass interface displaying an AI neural network node connected to various data visualizations, including bar charts and line graphs labeled "ANALYTICS" and "OPTIMIZATION". The composition uses a futuristic orange and dark grey aesthetic with a magnifying glass icon inspecting the central network.
Text in image: AI, ANALYTICS, OPTIMIZATION[Image: Read summarized version with] The OpenAI ChatGPT logo, featuring a black geometric floral or spiral icon resembling a stylized shutter or interlocking links, centered on a white rounded square background.[Image: Read summarized version with][Image: Read summarized version with] The Google Gemini logo, featuring a four-pointed star (astroid) with rounded, concave sides on a black background. The shape is filled with a vibrant color gradient that transitions from red at the top to blue on the right, green at the bottom, and yellow on the left.[Image: Read summarized version with] An app icon for the Anthropic Claude AI assistant, featuring a stylized off-white starburst or "asterisk" shape with twelve irregular rays. The logo is centered on a rounded square background in a muted terracotta or coral color.[Image: Read summarized version with] White logo for SciSummary on a black background, featuring a circular ring stylized like a celestial orbit or an atom. The ring is bisected by a sharp, diagonal line that extends into points beyond the circle's perimeter at the top right and bottom left.[Image: Fibr AI] Homepage for Fibr AI featuring an "AI-CRO Workforce" with specific agents named LIV (Personalization), MAX (Experimentation), and AYA (Web Performance). The UI displays a personalized landing page example for "Modern Natalie's Dream Kitchen" next to a digital avatar of LIV, followed by performance metrics showing a 25% increase in conversions and $50,000+ in savings.
Text in image: fibr.ai Agents Solutions Resources Pricing Login 30-Day Free Trial Conversion Rate Optimization Agents (AI-CRO Workforce) Turn Your Website Into a Smart, Self-Optimizing Growth Machine Run 100x more experiments, 10x faster with AI Agents that automate testing & personalization. Talk to CRO Expert Get Free CRO report LIV Personalization Agent MAX Experimentation Agent AYA Web Performance Agent LIV Personalization Agent Hire Me Natalie, your Dream Kitchen is Ready home-interiors.com Hey Natalie, Modern functional Kitchens made affordable for you Get your dream kitchen today that is flawless and functional Modern Natalie’s Dream Kitchen John Doe.. Enter your Phone Number BOOK NOW, NATALIE Give your Kitchen our experts touch for functionality with beauty with our state-of-the-art technology and design to ensure your home features a flawless & functional kitchen. Increase in Post-click conversions 25% Saving in Software & Higher Costs $50,000+ Personalized Experiences Served 10,000+ Impressions of A/B testing 2,000,000+[Image: Fibr AI] Homepage of the Surfer SEO platform featuring a dark theme with bold white typography and a purple "Get started now" call-to-action button. The layout includes a top navigation bar with links for Platform, Solutions, Resources, and Pricing, alongside social proof displaying a 4.8-star rating and a user count of over 150,000.
Text in image: Stop Believing AI SEO Myths – Watch the Truth About Ranking in AI Search Watch Now. SURFER Platform Solutions Resources Pricing Contact Sales Sign in Sign up. Boost visibility in Google, ChatGPT, and beyond. Search has changed. People turn to Google, ChatGPT, and other AI chats to find answers. Surfer gives you one workflow to make sure your content is visible in all of them. Get started now. G2 4.8 500+ REVIEWS. 150,000+ Content Creators, SEOs, Agencies, and Teams rank with Surfer every day.[Image: Fibr AI] Adobe for Business landing page for "Adobe LLM Optimizer," featuring marketing copy on a black background and a split-screen image of a woman in orange sunglasses next to data visualizations. The UI elements include a bar chart showing brand mentions at 65% versus competitors and a metrics dashboard displaying growth percentages for Google AI and ChatGPT mentions.
Text in image: Adobe for Business. ADOBE LLM OPTIMIZER. Drive brand authority in AI search and discovery. Shape how your brand shows up in AI search results to drive measurable visibility, qualified traffic, and influence at every stage of the customer journey with Adobe LLM Optimizer. Watch overview. Take a tour. Brand vs. competitors. Mentions. Your brand 65%, Trailblaze 42%, Flexion 16%. What's my brand presence on AI engine? 4.6% All engines mentions 5,120. 3.1% Google AI mentions 1,128. 2.2% ChatGPT mentions 870.[Image: Fibr AI] The landing page for Galileo, an observability and evaluation platform for AI agents, featuring a dark UI with three primary value proposition cards: Automated evaluations, Rapid iteration, and Real-time protection. Above the cards, a functional diagram shows a natural language "Input" about credit cards being converted into a JSON "tool_selection" code block for a loan application.
Text in image: Galileo. Platform. Docs. Pricing. Resources. About. Login. Book a Demo. Get Started for Free. Ship reliable AI agents faster. Galileo is the observability and evaluation platform that makes AI reliable. Agent. Input: I want to get a credit card with good retirement benefits. tool_selection { "tool_name": "loan_app", "loan_amount": 0, "loan_term_months": 0, "employment_status": "retired" }. Automated evaluations: Eliminate 80% of evaluation time by replacing manual reviews with high-accuracy, adaptive metrics. Test your AI features, offline and online, and bring CI/CD rigor to your AI workflows. Rapid iteration: Ship iterations 20% faster by automating testing numerous prompts and models. Find the best performance for any given test set. When something breaks, Galileo helps identify failure modes and root cause. Real-time protection: Achieve 100% sampling in production with metrics for accuracy, safety, and performance. Block hallucinations, PII, and prompt injections before they happen.[Image: Fibr AI] This marketing page for BrightEdge Autopilot features a dashboard screenshot showing "1,392 zero-touch optimizations" and a success update table. The table tracks SEO "Ranking Change" for various keywords, demonstrating movement from "Page 11+" or "Page 2" to specific "Page 1" positions alongside their annual search volumes.
Text in image: BRIGHTEDGE Products Solutions Resources Company Events AI Pulse New Request demo Login. AUTOPILOT. BrightEdge Autopilot Zero-Touch Wins from Self-Driving AI. Imagine having an expert SEO assistant intimately familiar with every facet of your business, constantly optimizing your pages. Turn on Autopilot and watch as your content rises to Google’s page 1 for relevant keywords. Autopilot for SEO has performed 1,392 zero-touch optimizations. Autopilot Success Update from July 11, 2023. Download Complete List of Wins. Keyword, Ranking Change, Annual Searches. Page 11+ -> Page 1: Position 9, 888,000. Page 2 -> Page 1: Position 7, 52,800. Page 11+ -> Page 1: Position 4, 34,800. Page 11+ -> Page 1: Position 5, 34,800. Page 2 -> Page 1: Position 6, 28,800. Page 2 -> Page 1: Position 7, 22,800.[Image: Fibr AI] The Copy.ai homepage features a headline promoting the "First AI-Native GTM Platform" alongside a diagram of converging purple pathways representing the integration of disparate AI copilots into a single workflow. The platform highlights four key stages—Create Content, Generate Pipeline, Execute Campaigns, and Close Deals—with an email capture form for a demo. A footer displays trust signals from 17 million users and logos for Siemens, Rubrik, Gong, ServiceNow, ThermoFisher Scientific, Lenovo, Juniper Networks, and Urban Outfitters.
Text in image: copy.ai. Platform. Use cases. Resources. Pricing. GTM AI. Login. Get a Demo. Goodbye AI Copilots. Goodbye Point Solutions. The First AI-Native GTM Platform. Infuse AI across your go-to-market engine with a single platform — not dozens of copilots and point solutions. Codify best practices, unify data, connect teams, and eliminate GTM bloat. Power all key GTM use cases and realize the full value of AI. Create Content. Generate Pipeline. Execute Campaigns. Close Deals. What's your email? Get a demo. Trusted by 17 million users at leading companies. SIEMENS, rubrik, GONG, servicenow, ThermoFisher SCIENTIFIC, Lenovo, Juniper NETWORKS, URBAN OUTFITTERS.[Image: Fibr AI] Landing page for Frase, an SEO and GEO content optimization platform, featuring a headline about ranking on Google and being cited by AI. Below the text is a call-to-action button and a software interface mockup showing a document editor with real-time scoring for SEO and GEO Optimization.
Text in image: frase. Features, AI Tools, Pricing, Customers, Resources, Blog. Sign In, Start My Free Trial. Create Content That Ranks on Google and Gets Cited by AI 10x Faster. Frase helps you create SEO + GEO optimized content that ranks higher on Google and AI platforms. Cut research time from hours to minutes while improving quality. Start Ranking With Frase. 3 free documents included. Start free • no credit card required • Cancel anytime. Why Inbound Marketing Matters in the Digital Age. 80% Overall Combined optimization score. SEO Optimization 81%. GEO Optimization 78%.[Image: Fibr AI] A landing page for Peec AI featuring a hero section with the headline "AI search analytics for marketing teams" above a software dashboard. The dashboard interface displays brand visibility metrics for "Attio" compared to competitors like HubSpot and Salesforce, featuring a line chart trending from January to June and a data table showing visibility, sentiment, and position rankings.
Text in image: Peec AI, Pricing, Docs, Careers, Log in, Sign up, We are hiring, AI search analytics for marketing teams, Track, analyze, and improve brand performance on AI search platforms through key metrics like Visibility, Position, and Sentiment. Talk to Sales, Start Free Trial, Attio's Dashboard, Overview - Attio's Visibility trending up by 5.2% this month, April 2025: HubSpot 65%, Salesforce 62%, Attio 47%, Zero 32%, Pipedrive 21%.[Image: Fibr AI] Datadog's LLM Observability landing page featuring a dark-mode interface dashboard showing a trace for a "Budget Guru" application. The dashboard displays technical metrics such as 1.58s duration, 6.87K total tokens, and 8 LLM calls using models like gpt-4o. A sidebar on the left includes buttons for "TRY LLM OBSERVABILITY FREE" and "REQUEST A DEMO."
Text in image: DATADOG. PRODUCT CUSTOMERS PRICING SOLUTIONS DOCS. ABOUT BLOG LOGIN. GET STARTED FREE. AI OBSERVABILITY. LLM Observability. Develop, evaluate, and monitor LLM Applications with confidence. TRY LLM OBSERVABILITY FREE. REQUEST A DEMO. Traces > cashri > span_id 13366852950061431177. Jul 04, 2025 at 1:44:34.803 pm (13 days ago). Duration 1.58s. Estimated Cost 1.87¢. Total Tokens 6.87K. LLM Calls 8. gpt-4.1-2025-04-14. gpt-4o-2024-08-06. Budget Guru. Triage Agent. topic_relevance. Topic Relevance Agent. openai_agents.response. prompt_injection. Workflow Budget Guru 9.42s. fastapi. Input Topic: Dining Spending. Hey give me the latest on my dining spending. Output Topic: Dining Spending Trends. Export to Dataset. Select a dataset. Export. 8 LLM Calls. 5 Tool Calls. 1 Tool Selection. Contains 1 Tool Selection Failure. Triage Agent (LLM) 1.58s. Irrelevant Tool.[Image: A/B Testing 101] A split-screen graphic representing an A/B test by comparing two different mobile UI layouts labeled "A" and "B" separated by an orange "VS" hexagon. Variant A features a list-style interface with small circular icons, while Variant B displays a more open layout with larger profile imagery and primary action buttons. Both interfaces are accented with orange floating circles containing abstract icons for settings, users, and analytics.
Text in image: A, B, fibr.ai, VS, Wod Mene, We Sdigm Trop?[Image: Google Optimize Sunset Alternatives] A stylized 3D graphic features the Google Optimize logo and name on a translucent glass pane set against a dark background with orange geometric accents. The design uses layered glass effects and abstract shapes, including a setting sun motif, to visually represent the "sunset" of the platform.
Text in image: Google Optimize, fibr.ai[Image: A/B Testing Examples] A 3D illustration of two side-by-side orange panels labeled "A" and "B" to represent A/B testing of different user interface layouts. Version A shows a longer vertical list with a line graph icon, while Version B features a more compact design with a "5%" discount icon and an "Add Version" button.
Text in image: fibr.ai, A, B, $5%, ADD VERSION[Image: AICPA] A circular blue gradient seal representing the AICPA SOC for Service Organizations compliance mark. The center features the acronyms stacked and separated by a horizontal line, while the full name and a URL curve around the outer and inner borders.
Text in image: AICPA SOC aicpa.org/soc4so SOC for Service Organizations | Service Organizations TM[Image: CCPA] A circular seal for the California Consumer Privacy Act featuring a dark blue map of California with a yellow padlock icon over it. The acronym CCPA is centered below the map, all contained within a blue border featuring the full name of the act in white uppercase text.
Text in image: CALIFORNIA CONSUMER PRIVACY ACT CCPA[Image: HIPPA] A circular blue and white seal for HIPAA compliance featuring a central caduceus medical symbol. The badge uses a blue gradient and includes a web address along the bottom outer border.
Text in image: HIPAA COMPLIANT HIPAATraining.com[Image: Author Image][Image: GDPR][Image: GDPR][Image: ISO][Image: G2 review][Image: G2 review][Image: G2 review][Image: G2 review][Image: G2 review]
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url: https://fibr.ai
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